4869 lines
237 KiB
JSON
4869 lines
237 KiB
JSON
{
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"_meta": {
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"created": "2026-06-26",
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"method": "Per-file volatile-claim verification against live MS Learn by Opus 4.8 subagents (strict v2 evidence rule: correct/outdated/wrong require a fetched learn.microsoft.com quote; otherwise unsourced). lastmod_changed joined deterministically in code from url-registry sitemap_lastmod vs the file last-updated date.",
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"sample_frame": "fase0-sample-frame.json",
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"raw_returns": "fase0-returns/batch-*.json",
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"note_evidence_quote": "Per-claim evidence_quote omitted here to bound size; full verbatim quotes live in the session transcript. notes + evidence_url capture each verdict basis.",
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"claim_count": 373,
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"reconciliation_log": [
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"2026-06-30 Spor 2b: 12 judge-vs-gold-uenigheter adjudert mot live; 4 gull-feil rettet + 1 note-fiks. Logg: docs/ref-kb-gold-reconciliation-2026-06.md.",
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"2026-06-30 G5 friskhets-mikropass: 5 omstridte claims (gold=outdated, v3=grounded) re-adjudert mot live MS Learn. 2 stale gull rettet outdated->correct (genaiops-llm-specific-practices.md#2 '1600+' live 1900 tett nedre grense; model-selection-price-performance.md#8 Model Router GA nov 2025). 3 opprettholdt som outdated (judge-feil bekreftet: multi-model-strategy-costs.md#2, token-usage-tracking-attribution.md#3, ai-foundry-disaster-recovery-planning.md#9). Logg: docs/ref-kb-correctness-program-2026-06.md §8 G5.",
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"2026-06-30 G5b friskhets-spot-sjekk: de 4 v3-FP-claims (gold=correct, v3=not_grounded) re-adjudert mot live MS Learn (4 Opus-subagenter, blinde). ALLE 4 var stale gull (v3 flagget korrekt): adr-template.md#1 correct->wrong (zero permission management motsies, Graph connectors krever ACL); multi-region-azure-openai-deployment.md#2 correct->outdated (gpt-35-turbo retired); network-resilience-patterns-ai.md#4 correct->wrong (obligatorisk vs anbefalt); vector-storage-cost-optimization.md#7 correct->wrong (GA-dato 2024-07-01, ikke 2024-11-01-preview). v3 hadde 0 ekte FP. Logg: docs/ref-kb-correctness-program-2026-06.md §8 G5b."
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]
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},
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"claims": [
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#1",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "gpt-5 | 2025-08-07 | 400K (input 272K, output 128K) | 128K",
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"claim_type": "version",
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"verdict": "correct",
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"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "GA-dato, kontekstvindu og max output matcher modell-siden eksakt."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#2",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "gpt-5.5 | 2026-04-24 | 1 050 000 (input 922K) | 128K | Treningsdata des. 2025",
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"claim_type": "version",
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"verdict": "correct",
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"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "GA-dato, ~1,05M kontekst, 922K input og treningsdata des. 2025 matcher kilden eksakt."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#3",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "gpt-5 PTU 4750 input TPM/PTU; gpt-5-mini 23750",
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"claim_type": "tpm",
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"verdict": "correct",
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|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "gpt-5=4750 og gpt-5-mini=23750 Input TPM per PTU matcher sizing-tabellen."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#4",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "DeepSeek-R1/V3 input/output-ratio 1 (standard, som input)",
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"claim_type": "tpm",
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"verdict": "wrong",
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|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "Fil: DeepSeek output-to-input-ratio = 1. Kilde: 4. Motsagt av kilden."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#5",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "Eneste generative modeller Norge-resident i Norway East er gpt-4o og gpt-4o-mini",
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"claim_type": "region",
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"verdict": "correct",
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"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-region-availability",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "Norway East Standard/Regional bekrefter filens kjernekonklusjon."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#6",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "gpt-5.5 er eneste modell med Data Zone Standard (EU-residens) i Norway East",
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"claim_type": "region",
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"verdict": "outdated",
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"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-region-availability",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "gpt-5.4 (2026-03-05) har OGSÅ Data Zone Standard i norwayeast. Tidsdrift."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#7",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "gpt-5/gpt-5-codex/gpt-5-pro krever registrering aka.ms/oai/gpt5access",
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"claim_type": "status",
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"verdict": "outdated",
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"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "Kilde: tilgang ikke lenger begrenset. Tidsdrift."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#8",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "o3-deep-research i Norway East kun via Global Standard (Norway East + West US eneste to regioner)",
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"claim_type": "region",
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"verdict": "correct",
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"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-region-availability",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "Bekrefter de eneste to regionene + Global status."
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},
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{
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"id": "ms-ai-advisor/platforms/model-catalog-2026.md#9",
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"file": "skills/ms-ai-advisor/references/platforms/model-catalog-2026.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "Min deployment 15 PTU (global/data zone) / 25-50 (regional); increment 5 (global/data zone) / 25-50 (regional)",
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"claim_type": "tpm",
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"verdict": "correct",
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|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-18",
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"notes": "Matcher filen."
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},
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{
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"id": "ms-ai-advisor/architecture/cost-models.md#1",
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"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "25000 meldinger/måned inkludert i basis-lisens (Copilot Studio tenant)",
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"claim_type": "price",
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"verdict": "correct",
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"evidence_url": "https://learn.microsoft.com/power-platform/admin/powerapps-flow-licensing-faq",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-01",
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"notes": "25000 meldinger per tenant/måned bekreftet."
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},
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{
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"id": "ms-ai-advisor/architecture/cost-models.md#2",
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"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "Copilot Credits-satser: classic 1, generative 2, agent action 5, tenant graph grounding 10, agent flow 13/100, AI tools 1/15/100, content processing 8/side",
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"claim_type": "price",
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"verdict": "correct",
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"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/requirements-messages-management",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-01",
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"notes": "Alle satser matcher eksakt. Filens siterte URL billing-rates-and-management gir 404; kanonisk side er requirements-messages-management."
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},
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{
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"id": "ms-ai-advisor/architecture/cost-models.md#3",
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"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
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"skill": "ms-ai-advisor",
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"stratum": "volatile",
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"claim": "Agent flow enforcement blokkerer nye kjøringer i stedet for å deaktivere agenten",
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"claim_type": "taxonomy",
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"verdict": "correct",
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|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/requirements-messages-management",
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"lastmod_changed": false,
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"file_last_updated": "2026-06-01",
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"notes": "Bekreftet ordrett."
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},
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{
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|
"id": "ms-ai-advisor/architecture/cost-models.md#4",
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"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
|
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"skill": "ms-ai-advisor",
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|
"stratum": "volatile",
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|
"claim": "AI Builder capacity add-ons 1000000 credits per pack",
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|
"claim_type": "price",
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|
"verdict": "correct",
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|
"evidence_url": "https://learn.microsoft.com/ai-builder/credit-management",
|
|
"lastmod_changed": false,
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|
"file_last_updated": "2026-06-01",
|
|
"notes": "AI Builder add-on = 1000000 credits per pakke."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/cost-models.md#5",
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|
"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Per-user licenses seeded 500-5000 credits/måned (fases ut nov 2026)",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/credit-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Seeded 500-5000; fjernes 1. november 2026."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/cost-models.md#6",
|
|
"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Ubrukte credits rulles ikke over til neste måned",
|
|
"claim_type": "taxonomy",
|
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"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/credit-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/cost-models.md#7",
|
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"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
|
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"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Token-priser: GPT-4o $2.50/$10.00; GPT-5 $1.25/$10.00; GPT-4.1 $2.00/$8.00 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
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|
"notes": "Rå token-priser på JS-rendret pris-side, ikke hentbar. Filen peker selv til kanonisk register."
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|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/cost-models.md#8",
|
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"file": "skills/ms-ai-advisor/references/architecture/cost-models.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Copilot-lisens ~$30/user/måned; 300-bruker minimum fjernet",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Ikke dekket av filens siterte URL-er."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#1",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
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"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "O3/O4/O1-serien 200K input / 100K output",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
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"notes": "Alle o-serie 200K/100K."
|
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},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#2",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
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"skill": "ms-ai-advisor",
|
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"stratum": "volatile",
|
|
"claim": "Reasoning models støtter ikke temperature/top_p/penalties/logprobs/logit_bias/max_tokens",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
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"notes": "Eksakt match med Not Supported-listen."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#3",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "xhigh kun gpt-5.1-codex-max",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#4",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Nye GPT-5 features: verbosity, preamble, allowed_tools, lark_tool",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle fire bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#5",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "concise ikke støttet av GPT-5",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#6",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "O3-mini og O1 returnerer ikke markdown som standard; Formatting re-enabled",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#7",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Limited access for o3-pro/gpt-5-pro/gpt-5-codex via aka.ms-lenker",
|
|
"claim_type": "status",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde: tilgang ikke lenger begrenset. Tidsdrift."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/reasoning-models-o1-o3-optimization.md#8",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/reasoning-models-o1-o3-optimization.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Eksempel-priser per 1M: gpt-5 $1.25/$10; gpt-5-mini $0.25/$2; o3-mini $1.10/$4.40; o1 $15/$60",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Absolutte token-priser på JS-rendret pris-side. Filen merker dem selv omtrentlige."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/adr-template.md#1",
|
|
"file": "skills/ms-ai-advisor/references/architecture/adr-template.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "SharePoint Embedded/Graph Connectors: zero permission management, permissions respekteres automatisk",
|
|
"claim_type": "status",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-365/copilot/extensibility/data-privacy-security",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (G5b friskhets-spot-sjekk): correct->wrong. Live (m365/copilot/extensibility/data-privacy-security + graph/connecting-external-content-manage-items): \"You can manage permissions to view external items by associating an access control list (ACL)\"; hver externalItem MA ha ACL (ikke-Entra-brukere ma mappes til Entra). Del B (permissions respekteres automatisk ved grounding) stemmer, men del A \"zero permission management\" motsies - Graph connectors krever ACL-forfatting. Fil-fiks (Spor 0/1): fjern \"zero permission management\", behold permission-honoring. Judge not_grounded var korrekt. Confidence: medium (innsats-overdrivelse pa last-baerende del A)."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/adr-template.md#2",
|
|
"file": "skills/ms-ai-advisor/references/architecture/adr-template.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Standard ingen latency-garanti; PTU latency SLA + dedikert kapasitet",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Bekrefter ADR-premisset."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/adr-template.md#3",
|
|
"file": "skills/ms-ai-advisor/references/architecture/adr-template.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "PTU ~1600 NOK/PTU/måned (1 PTU ~100k tokens/time)",
|
|
"claim_type": "tpm",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "NOK-pris ikke på hentbar Learn-side; tommelfingerregel."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/adr-template.md#4",
|
|
"file": "skills/ms-ai-advisor/references/architecture/adr-template.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI Standard ~0.00004 NOK/token (GPT-4 Turbo)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "NOK-token-pris ikke hentbar; illustrativ."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#1",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Plattformen heter nå Microsoft Foundry (rebrandet desember 2025)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/what-is-foundry",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Rebrand bekreftet i evolusjonstabellen; konkret 'desember 2025' ikke oppgitt på siden."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#2",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "1900+ Foundry Models sold by Azure; 11000+ totalt; 40+ regioner",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/what-is-foundry",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (Spor 2b): correct->wrong. Live (what-is-foundry): \"1,900+\" rammer HELE katalogen (Microsoft+OpenAI+partnere+community), ikke \"sold by Azure\" (en delmengde). \"11000+ totalt\" og \"40+ regioner\" finnes ikke pa kilden (kilden sier kun \"most regions where Foundry Tools are available\"). Fil-fiks (Spor 0/1): omramme til \"1900+ modeller totalt i katalogen\", fjern 11000+/40+. Judge not_grounded var korrekt."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#3",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-5-tabell GA-datoer + kontekstvinduer (gpt-5 2025-08-07 400K osv. t.o.m. gpt-5.5 2026-04-24)",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "GA-datoer og kontekstvinduer for hele GPT-5-generasjonen bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#4",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-4.1 (2025-04-14) 1 million tokens kontekst",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Kilden 1,047,576 (~1M)."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#5",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "DeepSeek-R1 Reasoning 163840 tokens",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Samsvarer."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#6",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "DeepSeek-R1-0528 Reasoning 131072 tokens",
|
|
"claim_type": "version",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Fil 131072 vs kilde 163840. Trolig forvekslet med V3-familien."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#7",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "computer-use-preview (2025-03-11) via Responses API; 8192 kontekst, 1024 output; aka.ms/oai/cuaaccess",
|
|
"claim_type": "version",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/computer-use",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Computer Use bruker nå gpt-5.4-modell med computer-tool; URL og 8192/1024 avløst."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/platforms/azure-ai-foundry.md#8",
|
|
"file": "skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "SDK i Python, C#, JavaScript, Java",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/what-is-foundry",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Java-SDK bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#1",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Standard deployment-prising (Feb 2026): GPT-4.1-nano/mini/GPT-4.1/GPT-4o/GPT-4o-mini/o3-mini absolutte $-tall",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Azure pris-side JS-rendret, ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#2",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Eksempel GPT-4o-mini ~$0.15/$0.60/$0.075 cached",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Samme - pris-side ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#3",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Prompt caching min 1024 tokens; cache-treff per 128 tokens etter første 1024",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Eksakt samsvar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#4",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Extended retention 24t for GPT-5-serien + gpt-4.1; in-memory default t.o.m. gpt-5.4",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Modelliste og default-oppførsel samsvarer."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#5",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "In-memory cache ryddes 5-10 min inaktivitet, alltid innen 1 time",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Eksakt samsvar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#6",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Cached tokens 50-100% rabatt; PTU opptil 100%",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Opptil 100% Provisioned bekreftet; presise 50% for standard ikke oppgitt i kilden."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#7",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "prompt_cache_key for >15 req/min",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "~15 req/min overflow-terskel bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#8",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Batch API 50% rabatt, 24t turnaround, separat enqueued quota, betal kun completed",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/batch",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Alle delpåstander bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/token-optimization-and-efficiency.md#9",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/token-optimization-and-efficiency.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Fine-tuning hosting $1.70/time",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Absolutt time-pris kun på ikke-hentbar pris-side."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/chain-of-thought-prompting.md#1",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/chain-of-thought-prompting.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "reasoning_effort superset none/minimal/low/medium/high/xhigh med per-modell-nyanser",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Per-modell-nyansene samsvarer."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/chain-of-thought-prompting.md#2",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/chain-of-thought-prompting.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "reasoning_effort low/medium/high gjelder alle reasoning models unntatt o1-mini",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Ordrett samsvar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/chain-of-thought-prompting.md#3",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/chain-of-thought-prompting.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "reasoning_summary for GPT-5-serien støtter auto/concise/detailed",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/reasoning",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Kilden: GPT-5-serien støtter IKKE concise. Påstanden feil."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#1",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Opptil 10 bilder per chat request",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/gpt-with-vision",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#2",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Detail low=512x512 lavoppløselig; high=segmentert 512x512",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/gpt-with-vision",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Mekanismen bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#3",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o/GPT-4 Turbo low detail = 85 tokens",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/gpt-with-vision",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "85 image-tokens bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#4",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "High detail token-tall: 1024x1024=4160; 1024x1536=6240; 1536x1024=6208; GPT-4o mini low=2833",
|
|
"claim_type": "tpm",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Presise high-detail-tall ligger på ikke-hentet overview#image-tokens-side."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#5",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Supported multimodal: GPT-5/GPT-4.1/GPT-4.5/GPT-4o-serier, o-serie",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/gpt-with-vision",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ordrett samsvar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#6",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search content extraction: Document Extraction/Content Understanding anbefalt; Document Layout kun eksisterende pipelines",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/multimodal-search-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Eksakt samsvar."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#7",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Image-to-vector queries kun med Azure Vision multimodal embeddings vectorizer",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/multimodal-search-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "RECONCILED 2026-06-30 (Spor 2b): correct->wrong. Live (multimodal-search-overview): image-to-vector ved query krever en multimodal-embedding-vectorizer, men det finnes TO veier - AML-skill ELLER Azure Vision multimodal embeddings skill. \"kun Azure Vision\" er for restriktivt (utelukker AML-veien). Fil-fiks: myk opp \"kun\" -> \"f.eks./primaert\". Judge not_grounded var korrekt pa eksklusiviteten."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/multimodal-prompt-design.md#8",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/multimodal-prompt-design.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Content Understanding skill: cross-page tabeller, semantisk chunking, AI-bildebeskrivelser, posisjonsmetadata PDF/DOCX/XLSX/PPTX",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/multimodal-search-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle kapabiliteter bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#1",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search Semantic ranker ikke i Norway East",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Norway East-raden blank i Semantic ranker-kolonnen."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#2",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search Agentic Retrieval ikke i Norway East",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Agentic retrieval-kolonnen blank for Norway East."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#3",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search Query Rewrite ikke i Norway East",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Query rewrite-kolonnen blank for Norway East."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#4",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Confidential computing i Norway East, ikke Sweden Central",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Begge stemmer."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#5",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Semantic ranker/Agentic retrieval/Query rewrite tilgjengelig i Sweden Central",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Sweden Central korrekt anbefalt alternativ."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#6",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Availability Zones 3 AZ i Norway East, Sweden Central, West Europe",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "AZ-støtte bekreftet (ikke eksplisitt antallet 3)."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#7",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Microsoft Foundry tilgjengelig i Norway East",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/reference/region-support",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Norway East på listen."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/regional-availability-verification.md#8",
|
|
"file": "skills/ms-ai-advisor/references/architecture/regional-availability-verification.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI Standard-modeller (GPT-4o/o3/GPT-4.1) i Norway East; TTS kun Sweden Central",
|
|
"claim_type": "region",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Per-region modellmatrise ikke i filens hentbare citedUrls (riktig kilde ikke sitert)."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#1",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Realtime-modeller (juni 2026): gpt-4o-realtime-preview, gpt-realtime 2025-08-28, gpt-realtime-mini, gpt-realtime-1.5 2026-02-23 m.fl.",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/realtime-audio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Modell/versjonsliste matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#2",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-realtime og gpt-realtime-1.5 er GA; preview-suffiks kun eldre gpt-4o-realtime-preview",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/realtime-audio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "GA-endepunkt for alle realtime-modeller."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#3",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Realtime API GA-stier /openai/v1/realtime/, ikke date-baserte api-version",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/realtime-audio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#4",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "VAD-modes: server_vad, semantic_vad, none",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/realtime-audio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Alle tre bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#5",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Realtime API regions: East US 2, Sweden Central (global)",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/realtime-audio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (Spor 2b): outdated->correct. Live (realtime-audio + WebRTC/SIP/WebSockets-soesken): Realtime-modellene er global deployment-type tilgjengelig i NOEYAKTIG East US 2 + Sweden Central. To-region-bildet er IKKE avloest - forrige gull-note misleste \"global deployments\" som \"tilgjengelig overalt\". Judge grounded var korrekt."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#6",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Realtime API fortsatt public preview (jan 2026); ikke SLA",
|
|
"claim_type": "status",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/realtime-audio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Kilde: GA-endepunkt + GA-modeller. Kroppens preview-status foreldet (selvmotsigende med filens header)."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#7",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "PTU-throughput-estimat (GPT-4o mini): 28500 TPM/15 PTU; 5.05M/140 PTU; 650K/30 PTU",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/latency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Alle tre rader matcher latency-tabellen eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/prompt-engineering/real-time-reasoning-performance.md#8",
|
|
"file": "skills/ms-ai-advisor/references/prompt-engineering/real-time-reasoning-performance.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "volatile",
|
|
"claim": "Realtime-pris (gpt-4o-realtime-preview): text $2.50/$10; audio $100/$200 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Azure-prisside JS-rendret. Filen merker dem selv estimater."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/public-sector-checklist.md#1",
|
|
"file": "skills/ms-ai-advisor/references/architecture/public-sector-checklist.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "control",
|
|
"claim": "Microsoft har publisert DPIA-templates/veiledning for Azure og M365",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/gdpr-data-protection-impact-assessments",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "DPIA-veiledning for Azure/Office365 bekreftet; 'templates' vs 'guidance' nyanse."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/public-sector-checklist.md#2",
|
|
"file": "skills/ms-ai-advisor/references/architecture/public-sector-checklist.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "control",
|
|
"claim": "GDPR Art. 35 krever DPIA ved høy risiko (automatisert evaluering, særlige kategorier storskala, systematisk overvåking)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/gdpr-data-protection-impact-assessments",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "DPIA-triggere matcher Art. 35-faktorer."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/security.md#1",
|
|
"file": "skills/ms-ai-advisor/references/architecture/security.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "control",
|
|
"claim": "Content Safety harm categories: Hate and Fairness, Violence, Sexual, Self-Harm",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/content-safety/overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Fire skadekategorier bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/security.md#2",
|
|
"file": "skills/ms-ai-advisor/references/architecture/security.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "control",
|
|
"claim": "Defender for Cloud AI SPM oppdager AI-workloads på Azure OpenAI, AI Foundry, ML, Amazon Bedrock, GCP Vertex AI",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/defender-for-cloud/ai-security-posture",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Dekningslisten matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/security.md#3",
|
|
"file": "skills/ms-ai-advisor/references/architecture/security.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "control",
|
|
"claim": "Defender AI IaC-anbefalinger: Private Endpoints, Restrict Endpoints, Managed Identity, identity-based auth",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/defender-for-cloud/ai-security-posture",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Alle fire bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-advisor/architecture/security.md#4",
|
|
"file": "skills/ms-ai-advisor/references/architecture/security.md",
|
|
"skill": "ms-ai-advisor",
|
|
"stratum": "control",
|
|
"claim": "Responsible AI seks prinsipper: Fairness, Reliability & Safety, Privacy & Security, Inclusiveness, Transparency, Accountability",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/assurance/assurance-artificial-intelligence",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "De seks prinsippene matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#1",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Commitment Tier støtter Speech/TTS/Translation/Language/Vision OCR/Document Intelligence",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/commitment-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Tjenestelisten matcher kilden ord-for-ord."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#2",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Commitment tier kan ikke brukes med multi-service-ressurs; krever dedikert single-service",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/commitment-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#3",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "PTU deployment-typer: Regional/Data Zone/Global Provisioned",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput-billing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Tre typer bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#4",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "PTU pro-rata 15 min = 1/4 timepris",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput-billing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Eksakt match."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#5",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Reservasjonsrabatt 1-års eller 3-års Azure Reservations",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput-billing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde: 1-måned eller 1-år. Ingen 3-års term."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#6",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "AI gateway styrer Anthropic Messages API (v2-tiers) og Google Vertex AI, unified model API (preview), integreres i Foundry (preview)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle fire delpåstander bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#7",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o ~0.005/0.015 USD/1K; PTU 0.02 USD/PTU/time",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Pris-side JS-rendret. Merket Eksempel i filen."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-cost-optimization.md#8",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI har ingen hard limit-funksjonalitet",
|
|
"claim_type": "status",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen hentet side bekrefter eksplisitt fravær."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#1",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o 128k context window",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "128k bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#2",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4.1 series opp til 200k+ context window",
|
|
"claim_type": "version",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde ~1M. '200k+' understater grovt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#3",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "o3-mini 128k context window",
|
|
"claim_type": "version",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde: 200k input. o3-mini har 200k."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#4",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "o1 200k context window",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "200k bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#5",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "TPM-tabell med Default tier / Enterprise tier-kolonner",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/quotas-limits",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Default/Enterprise erstattet av Quota Tiers (Tier 0-6)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#6",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Batch quota gpt-4.1/gpt-4o 500M (Enterprise), 30M (Default)",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/quotas-limits",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Matcher Data zone batch eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#7",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "File Search: max_prompt_tokens minimum 20000 (lengre 50000)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/assistants",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Eksakt match. Assistants API deprecated, retires 2026-08-26."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#8",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Batch API 50% rabatt",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/batch",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "50% bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-context-windows.md#9",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-context-windows.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Token-pristabell gpt-4-turbo/gpt-4.1/gpt-4o/gpt-4o-mini per 1k",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Pris-side JS-rendret, ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#1",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Serverless (Preview) kun West Central US/Switzerland North/Japan East, uten SLA, ingen migrering",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-sku-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Regioner, no-SLA og ingen-migrering bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#2",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "SU og CU ikke utvekslbare",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-sku-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Eksakt match."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#3",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Tier switching mellom Basic og Standard (S1/S2/S3) støttet",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-sku-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet med forbehold."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#4",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Basic 15 GB per partisjon (etter april 2024; eldre 2 GB)",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#5",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Per-partisjon storage S1 25/S2 100/S3 200/L1 1TB/L2 2TB",
|
|
"claim_type": "sku",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Fil-verdier pre-april-2024. Nye: S1 160/S2 512/S3 1024/L1 2048/L2 4096. Internt inkonsistent (Basic oppdatert, øvrige ikke)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#6",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Search Units L1 1-12, L2 1-12",
|
|
"claim_type": "sku",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde: maks 36 SU for L1/L2. Forveksler partisjonstall med SU-maks."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#7",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Scalar quantization 75% reduksjon (float32->int8)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-how-to-quantization",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Firedobbel = 75%, bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#8",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Binary quantization 96.875% reduksjon; built-in compression opptil 92.5%",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-how-to-quantization",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilden up to 96%/28x; 92.5% kildens kampanje-overskrift. Substansielt korrekt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/rag-cost-optimization.md#9",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/rag-cost-optimization.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Batch API 50% rabatt vs standard",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/batch",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#1",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Embeddings: ada-002 1536/8191, 3-small 1536/8191, 3-large 3072/8191",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Dimensjoner korrekte; 8191 vs 8192 triviell."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#2",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "text-embedding-3 Matryoshka-dimensjonsreduksjon (3-large 256-1024, 3-small 512)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/cognitive-search-skill-azure-openai-embedding",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Dynamisk dimensjonsreduksjon bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#3",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Embedding-priser ada-002 $0.10/3-small $0.02/3-large $0.13 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Pris-side ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#4",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "multilingual-e5-small 384/512, e5-large 1024/512, Preview (gratis)",
|
|
"claim_type": "status",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen Learn-side bekrefter E5-dimensjoner/status."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#5",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Foundry støtter fine-tuning av embedding-modeller via Custom Models (preview)",
|
|
"claim_type": "status",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen Learn-side bekrefter. Filen merker den Assumed/announced."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#6",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search Basic tier 1 GB storage",
|
|
"claim_type": "sku",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde: Basic 15 GB (post-april) eller 2 GB (eldre). 1 GB var aldri Basic. Inkonsistent med rag-cost-optimization.md."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#7",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Standard S1 25 GB storage",
|
|
"claim_type": "sku",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "S1 nå 160 GB per partisjon (nye services)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/rag-architecture/embedding-models-selection.md#8",
|
|
"file": "skills/ms-ai-engineering/references/rag-architecture/embedding-models-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "AI Search Basic fra $75/mnd, S1 fra $250/mnd",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Pris-side ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#1",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Deployment-typer: Standard, Global Standard, Provisioned (PTU)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/deployment-types",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle dokumenterte deployment-typer."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#2",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Global Standard 9% rimeligere",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen '9%'-tall i kilden; pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#3",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Modellserie (2026-02): o4-mini topp-reasoning, o3, GPT-4o, GPT-3.5-Turbo, DALL-E 3, Whisper",
|
|
"claim_type": "version",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Lineup headet av GPT-5.5/5.4/...+GPT-4.1; GPT-5.x/GPT-4.1 mangler, GPT-3.5-Turbo ikke lenger i highlights."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#4",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Content Understanding GA v1.0/2025-11-01",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/content-understanding/choosing-right-ai-tool",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "ACU v1.0 GA 2025-11-01 bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#5",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Model Catalog 100+ modeller",
|
|
"claim_type": "sku",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/what-is-foundry",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kilde over 1900. '100+' grovt understated."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#6",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Commitment Tiers spar 30-40% vs pay-per-use",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen hentbar side med commitment-tier-rabatt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-vs-foundry-tools-selection.md#7",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-vs-foundry-tools-selection.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Terminologi endret fra Cognitive Services til Foundry Tools",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/content-understanding/choosing-right-ai-tool",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Foundry Tools brukt konsekvent."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#1",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Deployment-typer: Global Standard, Data Zone Standard, Regional Standard, Provisioned (PTU)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/deployment-types",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle fire bekreftet (Regional Standard = offisiell Standard)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#2",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Backend pool inntil 30 backends",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/backends",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Eksakt bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#3",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "AI gateway: Anthropic Messages API (v2-tiers), Google Vertex AI, Amazon Bedrock",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#4",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Unified model API (preview): ett OpenAI-kompatibelt endepunkt med format-oversettelse",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet ordrett inkl. preview."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#5",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "AI gateway i Microsoft Foundry (preview)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Preview-status bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#6",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Semantisk caching via Azure Managed Redis med llm-semantic-cache-policyer",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#7",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "APIM circuit breaker håndterer 429 og Retry-After (opptil 24t)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/backends",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "429 + Retry-After (1 dag) bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#8",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Ingen Azure OpenAI-region i Norge per 2026-02; nærmeste Sweden Central/West Europe",
|
|
"claim_type": "region",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Klarte ikke hente region-availability. Delvis motsignal (Norge i EU Data Boundary)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/azure-ai-services/ai-services-enterprise-architecture.md#9",
|
|
"file": "skills/ms-ai-engineering/references/azure-ai-services/ai-services-enterprise-architecture.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Provisioned (PTU) ~2500 USD per 100 PTU/måned",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Pris JS-rendret. Motstrider andre filens $36000-48000/PTU/mnd ~1440x."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#1",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Prompt Flow pensjoneres 2027-04-20; migrer til Microsoft Agent Framework",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/prompt-flow/migrate-prompt-flow-to-agent-framework",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Dato og migrasjonsmål bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#2",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Model Catalog 1600+ foundation models",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/foundry-models-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "RECONCILED 2026-06-30 (G5 friskhets-mikropass): outdated->correct. Live (foundry-models-overview): 'There are over 1,900 models'. '1600+' er en SANN nedre grense (1900 >= 1600), understatement kun ~1,19x - innenfor den ratifiserte nedre-grense-policyen (grov = >~2x og beslutningsendrende). Gull var her for strengt: motsa egen policy. v3 grounded (R1) var korrekt. Fil kan friskes til '1900+' (Spor 0, valgfritt) men er IKKE feil som den star."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#3",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o $2.50/$10.00 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Token-pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#4",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o-mini $0.15/$0.60 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Token-pris ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#5",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "PTU $36000-48000 per PTU per måned",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Sterkt mistenkelig (fakturering per PTU/time; motstrider andre fil ~1440x), men ingen hentbar pris-kilde."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#6",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Async batch API 50% discount",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/deployment-types",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Batch 50% + 24t bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#7",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Prompt caching 50% discount på cached tokens",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen sitert URL dekker; rabattprosent ikke verifisert i denne kjøringen."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/genaiops-llm-specific-practices.md#8",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/genaiops-llm-specific-practices.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "text-embedding-3-small $0.02 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Embedding-pris ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#1",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Prompt Flow pensjoneres 2027-04-20",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/prompt-flow/migrate-prompt-flow-to-agent-framework",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Pensjoneringsdato bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#2",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "MLflow 3 single-turn judges: RelevanceToQuery, RetrievalRelevance, RetrievalGroundedness, Safety, Correctness, RetrievalSufficiency, ToolCallCorrectness, ToolCallEfficiency, Guidelines, ExpectationsGuidelines",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/databricks/mlflow3/genai/eval-monitor/concepts/judges/",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "De 10 dommerne matcher built-in judges-tabellen eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#3",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "MLflow built-in judges inkluderer også Completeness, Fluency, Equivalence",
|
|
"claim_type": "sku",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/databricks/mlflow3/genai/eval-monitor/concepts/judges/",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Gjeldende Databricks-liste inneholder IKKE disse tre."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#4",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Multi-turn judges: ConversationCompleteness, UserFrustration, KnowledgeRetention, ConversationalSafety, ConversationalGuidelines, ConversationalRoleAdherence, ConversationalToolCallEfficiency",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/databricks/mlflow3/genai/eval-monitor/concepts/judges/",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Alle sju bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#5",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Safety evaluators Violence/Sexual/Self-harm/Hate-Unfairness (0-7 skala)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/risk-safety-evaluators",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "0-7 skala bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#6",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Built-in LLM Judges Groundedness/Relevance/Coherence (1-5 skala)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/rag-evaluators",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "1-5 skala bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#7",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Evaluation SDK v1.14.0",
|
|
"claim_type": "version",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/python/api/overview/azure/ai-evaluation-readme",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Gjeldende v1.17.0."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#8",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Agentic evaluators: IntentResolution, TaskAdherence, ToolCallAccuracy",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/observability",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Evaluator-klyngen bekreftet (IntentResolution ikke individuelt sett)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#9",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Production monitoring Databricks-hosted judges; EU-hosted i EU-workspaces; Abuse Monitoring opt-out",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/databricks/mlflow3/genai/eval-monitor/concepts/scorers",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#10",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Max 20 scorers per experiment i MLflow",
|
|
"claim_type": "tpm",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Verken scorers- eller judges-siden oppgir grense på 20."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/llm-evaluation-production.md#11",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/llm-evaluation-production.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Foundry Evaluation pris GPT-4o $2.50/$10; Safety Evaluators $1/1000 records",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Forbruksbasert bekreftet men ikke absolutte tall."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#1",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Built-in monitoring signals: Data Drift, Prediction Drift, Data Quality, Model Performance, Feature Attribution Drift",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-model-monitoring",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Alle fem signaler bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#2",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Jensen-Shannon distance (numerisk); Pearson chi-squared (kategorisk); NDCG (feature attribution drift)",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-model-monitoring",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Alle tre metrikkene bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#3",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Serverless Spark compute Standard_E4s_v3 - Standard_E64s_v3",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/how-to-monitor-model-performance",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "SKU-spennet bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#4",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Event type Run status changed (ikke Dataset drift detected som er v1); filter data.RunTags.azureml_modelmonitor_threshold_breached",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/how-to-monitor-model-performance",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Event-type, filter-nøkkel og verdi bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#5",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Namespace Machine Learning Service Workspace (KQL AmlComputeJobEvent/AmlOnlineEndpointTrafficLog)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/monitor-azure-machine-learning",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Namespace bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#6",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Alert rules: Model Deploy Failed (Total>0); Quota Utilization (Avg>90%); Unusable Nodes (Total>0)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/monitor-azure-machine-learning",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Alle tre alert-regler bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#7",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Distributed training logs stdout/stderr til AppTraces (90 dager retention)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/how-to-log-search",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "AppTraces + 90-dagers default bekreftet (kilden merker preview)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/mlops-genaiops/monitoring-observability-ml-systems.md#8",
|
|
"file": "skills/ms-ai-engineering/references/mlops-genaiops/monitoring-observability-ml-systems.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "App Insights $2.76/GB; Log Analytics $3.11/GB; retention $0.12/GB; Basic logs $0.62/GB; Event Grid $0.60/million",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Azure Monitor pris-tall på JS-rendret pris-side, ikke hentbare."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#1",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Premium v2 støtter AZ men ikke multi-region; multi-region kun Premium classic",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/reliability/reliability-api-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Sentral skille bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#2",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Deployment-typer data residency: Standard/Provisioned region; Data Zone innen data zone; Global Standard hvilken som helst region",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/deployment-types",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (Spor 2b): verdikt correct beholdt; note korrigert. Live (deployment-types): de tre kjerne-residency-atferdene bekreftet (Standard=deployment-region, Data Zone=innen US/EU-sone, Global Standard=any region). MEN \"alle fire ordrett\" overdrev - kilden grupperer residency etter Global/DataZone/Regional, og Global Provisioned = any region (ikke single-region). \"Standard/Provisioned=region\" er rimelig kortform for kjernemodellen men utelater Global/DataZone Provisioned. Judge not_grounded var over-streng (kjernen ER grunnet)."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#3",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Policy-konfig synkronisert <10 sek; management plane + developer portal kun primærregion",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/api-management-howto-deploy-multi-region",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Begge bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#4",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Regional DNS https://<service>-<region>-01.regional.azure-api.net",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/api-management-howto-deploy-multi-region",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "DNS-mønster bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#5",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Semantic caching Azure Managed Redis via llm-semantic-cache-lookup/store",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Begge policy-navn bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#6",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "llm-emit-token-metric med regiondimensjon",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Policy-navn + custom-dimensjoner bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#7",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Multi-region gateway + circuit breaker + backend pools (priority-basert) for failover",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#8",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "Internal VNet: APIM ruter ikke automatisk; Port 3443 inbound management; Port 1433 outbound SQL fra alle regioner",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/api-management-howto-deploy-multi-region",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Alle bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-engineering/api-management/multi-region-ai-gateway-design.md#9",
|
|
"file": "skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md",
|
|
"skill": "ms-ai-engineering",
|
|
"stratum": "volatile",
|
|
"claim": "rate-limit/llm-token-limit teller separat per regional gateway",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/api-management-howto-deploy-multi-region",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Per-region-telling bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/endpoint-health-and-capacity-planning.md#1",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/endpoint-health-and-capacity-planning.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "AzureOpenAIAvailabilityRate metrikk PT1M, DS Export No",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-monitor/reference/supported-metrics/microsoft-cognitiveservices-accounts-metrics",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Metrikk-navn, formel, PT1M og DS Export=No matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/endpoint-health-and-capacity-planning.md#2",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/endpoint-health-and-capacity-planning.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Metrikker PTUUtilization, ProcessingTime, TokensGenerated",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-monitor/reference/supported-metrics/microsoft-cognitiveservices-accounts-metrics",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Finnes ikke som REST-navn. Faktisk: AzureOpenAIProvisionedManagedUtilizationV2, AzureOpenAITimeToResponse, GeneratedTokens. Metrikknavn drift."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/endpoint-health-and-capacity-planning.md#3",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/endpoint-health-and-capacity-planning.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "RPM/TPM per 1 Unit Capacity: eldre chat 6/1000; o1 1/6000; o3 1/1000; o3-mini 1/10000",
|
|
"claim_type": "tpm",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/quotas-limits",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "1 Unit Capacity-modellen erstattet av Quota Tiers (Tier 0-6). Ratioene holder, rammeverket avløst."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/endpoint-health-and-capacity-planning.md#4",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/endpoint-health-and-capacity-planning.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Dynamic Quota (Preview) opportunistic burst, kan ikke redusere under base",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/dynamic-quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Preview-status og semantikk bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/endpoint-health-and-capacity-planning.md#5",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/endpoint-health-and-capacity-planning.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Basic-tier (etter 2024-04-03) inntil 3 partisjoner x 3 replikaer (9 SU)",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet ordrett inkl. dato-betingelse."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/endpoint-health-and-capacity-planning.md#6",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/endpoint-health-and-capacity-planning.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "AI Search Serverless (Preview) CU/time + per-GB, kun WCUS/Switzerland North/Japan East, ingen SLA",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Prismodell, preview/ingen SLA og tre regioner bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#1",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Foundry prosjektnivå-chargeback (Preview) automatisk project-tag, kun Models sold by Azure",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Preview-status, project-tag og Azure-Direct-begrensning bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#2",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Partner-modeller under Global resources som model-name-GUID; Global = plassering, ikke SKU",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#3",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Fine-tuned modeller faktureres tre veier: training/hosting/inference",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Tre-komponent + hosting ved inaktivitet bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#4",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Deployments inaktive 15 dager slettes automatisk",
|
|
"claim_type": "status",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "manage-costs oppgir ikke 15-dagers-tallet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#5",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI priser GPT-4o $0.005/$0.015 per 1k; GPT-4 Turbo $0.01/$0.03; GPT-3.5 $0.0005/$0.0015",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "manage-costs henviser til pris-side (JS-rendret)."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#6",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "APIM-priser Consumption $0.035/10k+$3.5/GB; Basic ~$140; Standard ~$700; Premium ~$2800",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "APIM pricing JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/cost-monitoring-cost-attribution.md#7",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/cost-monitoring-cost-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Marketplace-meternavn paygo-inference-input-tokens m.fl.",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "manage-costs oppgir ikke disse paygo-meternavnene."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#1",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "RAG-evaluatorer: Groundedness, Groundedness Pro, Relevance, Response Completeness, Retrieval, Document Retrieval",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/rag-evaluators",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Kjernetaksonomi matcher; Groundedness Pro/Response Completeness merket preview i kilden."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#2",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Document Retrieval-metrikker: Fidelity, NDCG, XDCG, Max Relevance, Holes",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/rag-evaluators",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Alle fem bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#3",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "AI-assisterte evaluatorer Likert 1-5, default threshold 3",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/rag-evaluators",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Skala 1-5 og threshold 3 bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#4",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Groundedness Pro bruker Azure AI Content Safety, returnerer binær True/False",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/rag-evaluators",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Content Safety + boolean bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#5",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Prompt Flow utfases 2027-04-20; migrer til Microsoft Agent Framework",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/prompt-flow/troubleshoot-guidance",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Dato + MAF-migrering bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#6",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "GroundednessEvaluator har is_reasoning_model=True for o-series",
|
|
"claim_type": "version",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/evaluation-evaluators/rag-evaluators",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "is_reasoning_model-flagget ikke verifisert i hentet kilde."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/response-quality-metrics-rag.md#7",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/response-quality-metrics-rag.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Evaluerings-kostnad GPT-4o $2.50/1M; Groundedness Pro ~$0.002/call; PTU ~$6/PTU",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Ingen hentbar side oppgir pris-tallene."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#1",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Metrikk TokenTransaction = total token count (input+output)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-monitor/reference/supported-metrics/microsoft-cognitiveservices-accounts-metrics",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Bekreftet eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#2",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Metrikk ProcessedPromptTokens = tokens prosessert",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-monitor/reference/supported-metrics/microsoft-cognitiveservices-accounts-metrics",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Eksisterer som REST-metrikk."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#3",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Metrikker PromptTokens (input) og CompletionTokens (output)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-monitor/reference/supported-metrics/microsoft-cognitiveservices-accounts-metrics",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Finnes ikke som REST-navn. Faktisk: ProcessedPromptTokens/InputTokens og GeneratedTokens/OutputTokens. Drift."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#4",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "On Your Data (RAG) to LLM-kall per forespørsel (intent + generation)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "To-kall-modellen bekreftet. Kilde deprecated, retires 2026-10-14."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#5",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-35-turbo-16k: Generation 4297, Intent 1366, Response 111, Intent output 25 (~5800)",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Alle fire token-tall matcher kildens tabell eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#6",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "RAG-defaults retrieved_document_count=5, chunk_size=1024",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Defaults bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#7",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Cost Management 13 mnd retention; FOCUS-eksport ADLS->Fabric->Power BI; budget 90/100/110%, forecast 110%",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/well-architected/cost-optimization/collect-review-cost-data",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "13-mnd, FOCUS, budget/forecast-terskler bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/monitoring-observability/token-usage-tracking-attribution.md#8",
|
|
"file": "skills/ms-ai-governance/references/monitoring-observability/token-usage-tracking-attribution.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "PTU-metrikk PTUUtilization; Input TPM per PTU = 8450 for Llama-3.3-70B",
|
|
"claim_type": "tpm",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-monitor/reference/supported-metrics/microsoft-cognitiveservices-accounts-metrics",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "PTUUtilization finnes ikke som REST-navn; 8450-tallet ikke verifiserbart mot hentet kilde."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/stakeholder-communication-ai-decisions.md#1",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/stakeholder-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Responsible AI scorecard (preview), PDF-basert rapporteringsverktøy",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-responsible-ai-scorecard",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Public preview bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/stakeholder-communication-ai-decisions.md#2",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/stakeholder-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Copilot Studio fra $200 per tenant/måned",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "$200 kun i Licensing Guide-PDF, ikke hentbar Learn-side."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/stakeholder-communication-ai-decisions.md#3",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/stakeholder-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Copilot Studio inkluderer 25000 messages",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-365/copilot/pay-as-you-go/copilot-capacity-packs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Kvantum 25000 korrekt, men enheten messages avløst av Copilot Credits (2025-09-01)."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/stakeholder-communication-ai-decisions.md#4",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/stakeholder-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Ekstra messages $0.015 per message",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "PAYG-rate ikke på hentbar side; enhet omdøpt til Copilot Credits."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/algorithmic-accountability-auditability.md#1",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/algorithmic-accountability-auditability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Enterprise AI apps inkluderer Foundry, Entra-apper, Anthropic Claude (Enterprise), ChatGPT Enterprise; tredjeparts som Other AI apps",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/purview/ai-microsoft-purview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Purview-app-kategoriene matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/algorithmic-accountability-auditability.md#2",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/algorithmic-accountability-auditability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Application Insights 2.30 USD/GB (første 5 GB gratis)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Azure Monitor pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/algorithmic-accountability-auditability.md#3",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/algorithmic-accountability-auditability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "M365 E5 Compliance 12 USD/bruker/måned",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Lisenspris ikke på hentbar Learn-side."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/algorithmic-accountability-auditability.md#4",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/algorithmic-accountability-auditability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Model Monitoring VM Standard_DS3_v2 ~0.17 USD/time",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "VM-pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/responsible-ai-training-awareness.md#1",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/responsible-ai-training-awareness.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "Implement a Responsible Generative AI Solution in Microsoft Foundry (9 units, intermediate)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/training/modules/responsible-ai-studio/",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Modulnavn, 9 units, intermediate bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/responsible-ai-training-awareness.md#2",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/responsible-ai-training-awareness.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "AI-cert (AI-900, AI-102) har ikke formell utløpsdato",
|
|
"claim_type": "status",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/credentials/certifications/azure-ai-engineer",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "AI-102 har Renewal Frequency 12 mnd OG retires 2026-06-30. Kun AI-900 utløper ikke; å lumpe AI-102 inn er feil."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/responsible-ai-training-awareness.md#3",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/responsible-ai-training-awareness.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "AI-900 exam 999 USD (~10000 NOK)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Eksamenspris ikke på credentials-side. 999 USD virker feil (typisk ~99)."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/responsible-ai/responsible-ai-training-awareness.md#4",
|
|
"file": "skills/ms-ai-governance/references/responsible-ai/responsible-ai-training-awareness.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "volatile",
|
|
"claim": "AI-102 exam 165 USD (Pearson VUE 2026)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ikke på hentbar MS Learn-kilde."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-principle-2-interoperability.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-principle-2-interoperability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Azure API Management OAuth 2.0 med Microsoft Entra ID",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/api-management-key-concepts",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "Entra ID-auth bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-principle-2-interoperability.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-principle-2-interoperability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "API Center for sentralisert tracking/discovery/reuse/governance",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/api-management-key-concepts",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "API Center bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-principle-2-interoperability.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-principle-2-interoperability.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Azure Logic Apps over 400 konnektorer",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/logic-apps/logic-apps-serverless-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "Kilde: 1400+ connectors. '400+' understated/utdatert."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/forvaltningsloven-ai-decisions.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/forvaltningsloven-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Microsoft Responsible AI seks prinsipper",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-responsible-ai",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Alle seks prinsippnavn samsvarer ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/forvaltningsloven-ai-decisions.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/forvaltningsloven-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "RAI Dashboard: model interpretability, counterfactual analysis",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-responsible-ai",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Begge komponentene bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/forvaltningsloven-ai-decisions.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/forvaltningsloven-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Ny forvaltningslov vedtatt 20. juni 2025; automatisert saksbehandling §§11-13",
|
|
"claim_type": "status",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Norsk lov (Lovdata) — utenfor MS Learn-scope. Intern-konsistent."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Microsoft cloud security benchmark v1.0 gjeldende",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/security/benchmark/azure/security-baselines-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Baselines følger MCSB v1."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "MCSB v3.0 også tilgjengelig for nyere baselines",
|
|
"claim_type": "version",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/security/benchmark/azure/introduction",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Ingen MCSB v3.0 — v1 gjeldende, v2 preview. 'v3' misviser versjonsbildet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Content Safety og Prompt Shields GA (produksjonsklare)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/content-safety/whats-new",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Begge GA bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md#4",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Private Link for Azure OpenAI GA i alle regioner",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/private-link/availability",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Foundry Tools Private Link GA alle public+government regions."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md#5",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/nsm-grunnprinsipper-ai-mapping.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "NSM Grunnprinsipper IKT v2.1 (juni 2024) 4 kategorier 21 prinsipper",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "NSM-kilde utenfor MS Learn-scope. Intern konsistens OK."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Copilot Studio grafisk low-code verktøy for agenter og agent flows",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/fundamentals-what-is-copilot-studio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ordrett samsvar."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Flows i to format: agent flows og Workflows (public preview)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/fundamentals-what-is-copilot-studio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Begge formater + preview bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Plattformen bruker Azure OpenAI GPT-modell",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/fundamentals-what-is-copilot-studio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md#4",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Etter juni 2026 ikke Copilot Studio for Teams-app for klassiske chatbots",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/fundamentals-what-is-copilot-studio",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Retirement-dato + omdirigering bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md#5",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Microsoft WCAG Compliance (ISO/IEC 40500)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/offering-wcag-2-1",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "ISO/IEC 40500-kobling bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md#6",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/accessibility-requirements-wcag-norway.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Offentlig 48 WCAG 2.1-krav AA; privat 35",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Norsk forskrift — utenfor MS Learn-scope."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Model Interpretability tre nivåer: global, lokal, kohort",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-responsible-ai",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle tre nivåer bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Counterfactual What-If viser hvordan modeller reagerer på input-endringer",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-responsible-ai-dashboard",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet som RAI Dashboard-komponent."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Responsible AI Scorecard konfigurerbart PDF-rapportverktøy",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/machine-learning/concept-responsible-ai",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Alle påståtte formål bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#4",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Text PII GA-API 2026-05-01, preview 2026-05-15-preview",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/language-service/personally-identifiable-information/concepts/entity-categories",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Begge versjoner bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#5",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Dedikert kategori NOIdentityNumber for norsk fødselsnummer",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/language-service/personally-identifiable-information/concepts/entity-categories",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "NOIdentityNumber bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#6",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Document-based PII (.pdf/.docx/.txt), bevarer struktur, JSON-metadata, asynkron pipeline",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/language-service/personally-identifiable-information/overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kjernepåstand bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/citizen-communication-ai-decisions.md#7",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/citizen-communication-ai-decisions.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Ressursen Azure Language in Foundry Tools; Foundry (new) eller (classic) portal",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/language-service/personally-identifiable-information/overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ressursnavn + begge portaler bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-ai-governance-structure.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-ai-governance-structure.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Microsoft Responsible AI seks prinsipper",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cloud-adoption-framework/ai-agents/governance-security-across-organization",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "Eksakt samme seks prinsipper."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-ai-governance-structure.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-ai-governance-structure.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "AI CoE-ansvar: definere strategi, kompetanse, pilotprosjekter, standarder, intake, gjenbrukbare assets, måle, administrere (valgfritt)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cloud-adoption-framework/scenarios/ai/center-of-excellence",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "Ansvarstabellen matcher punkt-for-punkt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-ai-governance-structure.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-ai-governance-structure.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Evolusjon fra sentralisert kontroll til rådgivende rolle",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cloud-adoption-framework/scenarios/ai/center-of-excellence",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "Direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/digdir-ai-governance-structure.md#4",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/digdir-ai-governance-structure.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Data governance for AI Agents: isolering, tilgangsrestriksjoner, standardisering, mandatory transparency",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cloud-adoption-framework/ai-agents/governance-security-across-organization",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-05-01",
|
|
"notes": "Alle fire elementer bekreftet direkte."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "DPIA-veiledere delt i Part 1 (whether needed) og Part 2 (contents)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/gdpr-dpia-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-18",
|
|
"notes": "Eksakt disse to seksjonsoverskriftene."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Azure verktøy for registrertes rettigheter: access, erasure, portability, restriction",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/gdpr-dpia-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-18",
|
|
"notes": "Samme fire rettigheter."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Data residency: kunder velger geografisk plassering (Norge, EU)",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/gdpr-dpia-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-18",
|
|
"notes": "Bekrefter kundevalg av geografisk plassering."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md#4",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/dpia-norwegian-methodology-ai.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Standard Contractual Clauses (SCC) for overføringer utenfor EØS",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/compliance/regulatory/gdpr-dpia-azure",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-18",
|
|
"notes": "SCC bekreftet under Art. 46."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md#1",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Power Platform CoE Starter Kit vedlikeholdes ikke lenger aktivt; kjernekapabiliteter i Power Platform admin center",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/power-platform/guidance/coe/business-value-toolkit",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Volatil deprecation bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md#2",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "Business Value Toolkit fem-trinns storytelling-rammeverk",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/power-platform/guidance/coe/business-value-toolkit",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "De fem trinnene samsvarer eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md#3",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "DFØ/Prosjektveiviseren hovedkategorier: ytelsesforbedrende, kostnadsbesparelser, risikoreduksjon",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/power-platform/guidance/adoption/business-value",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "De tre driverne bekreftet direkte (kilden lister i tillegg en fjerde)."
|
|
},
|
|
{
|
|
"id": "ms-ai-governance/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md#4",
|
|
"file": "skills/ms-ai-governance/references/norwegian-public-sector-governance/gevinstrealisering-ai-projects.md",
|
|
"skill": "ms-ai-governance",
|
|
"stratum": "control",
|
|
"claim": "value calculator (average cost of things) og value cards til SharePoint",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/power-platform/guidance/coe/business-value-toolkit",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Begge mekanismene bekreftet direkte."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#1",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Norway East primær, begrenset (gpt-4o 2024-11-20)",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-region-availability",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Standard/Regional Norway East kun gpt-4o; korrekt i data-suverenitets-kontekst. Global Standard har bred støtte."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#2",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Sweden Central sekundær, bred (gpt-4o, o1, gpt-35-turbo)",
|
|
"claim_type": "region",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-region-availability",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (G5b friskhets-spot-sjekk): correct->outdated. Live (models-sold-directly-by-azure-region-availability + retirements): gpt-4o og o1 tilgjengelig i Sweden Central, men gpt-35-turbo er RETIRED (0301/0613 feb 2025; 0125/1106 fra sep 2025) og finnes ikke lenger i katalogen. Claim listet gpt-35-turbo som tilgjengelig - var sant, na utdatert. Fil-fiks (Spor 0/1): bytt gpt-35-turbo med gjeldende modell (gpt-4.1-mini/gpt-4o-mini). Judge not_grounded (R2 entitet-fravaer) var korrekt. Confidence: high."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#3",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-4o og eldre chat 1/6/1000 (kapasitetsenhet/RPM/TPM)",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Matcher RPM/TPM-ratio for eldre chat."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#4",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "o1, o1-preview 1/1/6000",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Eksakt match."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#5",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "o3-mini/o1-mini/o3-pro 1/1/10000; o3/o4-mini 1/1/1000",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Begge rader matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#6",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Maks 30 ressurser per region; ingen per-modell deployment-grense",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Begge bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#7",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "APIM lastbalansering round-robin/vektet/prioritet/session affinity; circuit breaker 429+Retry-After",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/api-management/backends",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Matcher backends-doc."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#8",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "PTU ~170 NOK/PTU/time; APIM Premium ~30000 NOK; Standard v2 ~8000; Front Door fra ~3500",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "NOK-priser; Azure pris-sider JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/capacity-planning-dr-configurations.md#1",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/capacity-planning-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "--sku-name ProvisionedManaged (PTU)",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Gyldig deployment-type/SKU-navn for PTU."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/capacity-planning-dr-configurations.md#2",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/capacity-planning-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "--model-name gpt-4o --model-version 2024-08-06",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "2024-08-06 gyldig gpt-4o-versjon."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/capacity-planning-dr-configurations.md#3",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/capacity-planning-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "AI Search 2 vs 3 replikaer: 99.9% vs 99.99% SLA",
|
|
"claim_type": "status",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/reliability/reliability-ai-search",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "AI Search SLA er 99.9%, ingen 99.99%-nivå. 2 vs 3 = lese vs lese-skrive, ikke 99.9 vs 99.99. Aldri korrekt."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/capacity-planning-dr-configurations.md#4",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/capacity-planning-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Kostnadsprofiler: Active-Active 100%, Warm Standby 25-40%, Cold 5-10%",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "WAF DR gir kvalitativ veiledning, ikke disse prosentene."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/capacity-planning-dr-configurations.md#5",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/capacity-planning-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI-kvoter regionsspesifikke; pre-allokér kapasitet i DR-region",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Kvotefeil i failover-region kjent feilmodus med pre-allokering som fix."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/cost-analysis-dr-configurations.md#1",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/cost-analysis-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Reserved Instances besparelser App Service P3v3 35%/55%; AI Search S1 35%/55%; PTU(50) 30%; Redis P1 30%/50%",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-04-01",
|
|
"notes": "RI-% per SKU; pris/RI-sider JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/cost-analysis-dr-configurations.md#2",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/cost-analysis-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Cross-region bandwidth intra-Europa ~0.70 NOK/GB",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-04-01",
|
|
"notes": "Bandwidth-pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/cost-analysis-dr-configurations.md#3",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/cost-analysis-dr-configurations.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure Savings Plans 1-år/3-år commitment, fleksibel på tvers av regioner",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cost-management-billing/savings-plan/decide-between-savings-plan-reservation",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-04-01",
|
|
"notes": "1/3-års commitment på tvers av alle regioner bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/network-resilience-patterns-ai.md#1",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/network-resilience-patterns-ai.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure Front Door DDoS Protection Standard",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ddos-protection/ddos-protection-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Gjeldende navn: DDoS Network Protection / DDoS IP Protection. 'Standard'-navnet avløst."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/network-resilience-patterns-ai.md#2",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/network-resilience-patterns-ai.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "NSG service tag CognitiveServicesManagement",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/virtual-network/service-tags-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Gyldig service tag, fortsatt i bruk."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/network-resilience-patterns-ai.md#3",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/network-resilience-patterns-ai.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "NSG service tag AzureCognitiveSearch",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/virtual-network/service-tags-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Service tag-navnet uendret tross rebrand. Korrekt."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/network-resilience-patterns-ai.md#4",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/network-resilience-patterns-ai.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Circuit Breaker + Retry exponential backoff obligatorisk for alle Azure AI API-kall",
|
|
"claim_type": "status",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (G5b friskhets-spot-sjekk): correct->wrong. Live (foundry-classic/openai/how-to/quota): MS rammer dette som \"Rate limit best practices\" / \"recommended\", ikke obligatorisk; circuit breaker nevnes kun som valgfritt avansert Polly-monster. Claim \"obligatorisk for alle Azure AI API-kall\" overdriver modaliteten (anbefalt -> palagt) og omfanget (alle kall). Monstrene er reelle MS-anbefalinger, men \"obligatorisk\" er ikke grunnet. Fil-fiks (Spor 0/1): bytt \"obligatorisk\" med \"anbefalt\". Judge not_grounded (R6) var korrekt. Confidence: medium (modalitets-overdrivelse)."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#1",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI inference api-version=2024-10-21",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-foundry/openai/api-version-lifecycle",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "2024-10-21 er gjeldende GA data-plane API-versjon."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#2",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search api-version=2024-07-01",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/rest/api/searchservice/search-service-api-versions",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Gyldig stabil versjon (ikke nyeste, men filen påstår ikke det)."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#3",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "App Service plan --sku P3v3 / P2v3",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/app-service/app-service-configure-premium-v3-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "P3V3/P2V3 gyldige Premium V3-SKUer."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#4",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure AI Search dual-indexing DR, ingen built-in cross-region",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/reliability/reliability-ai-search",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "AI Search single-region; manuell multi-region matcher MS-veiledning. RTO 15 min illustrativ.",
|
|
"consistency_waiver": "G3: 'RTO 15 min illustrativ' er en note-aside om et tidstall utenfor den vurderte claim-en (claim = 'ingen built-in cross-region', grunnet mot reliability-ai-search). Kapabiliteten korrekt; ikke FP1."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#5",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure Key Vault MS-managed failover (RTO/RPO Auto)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Key Vault auto regional failover bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#6",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Cosmos DB multi-region writes (RTO/RPO ~0)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cosmos-db/continuous-backup-restore-introduction",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Multi-write reell active-active; ~0-tall illustrative men kapabiliteten korrekt.",
|
|
"consistency_waiver": "G3/FP5 (Spor 2b reconciled): multi-region-write active-active grunnet (cosmos-db/distribute-data-globally); '~0'-RTO/RPO-tall illustrative, ikke kilde-siterte. Kapabilitet korrekt — behold correct."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/service-level-documentation-dr.md#7",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/service-level-documentation-dr.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "App Configuration geo-replication DR",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/azure-app-configuration/concept-disaster-recovery",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Geo-replication reell GA-funksjon."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#1",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Foundry tilbyr ikke automatisk failover/DR ut av boksen (MS-dokumentert)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#2",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Samtalehistorikk Cosmos DB enterprise_memory; Cosmos DB PITR",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "enterprise_memory korrekt MS-dokumentert navn."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#3",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Cosmos DB continuous backup --continuous-tier Continuous30Days (30-dagers PITR)",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Continuous30Days gyldig tier."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#4",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Storage GZRS anbefalt for produksjon",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "GZRS-anbefaling matcher MS-veiledning."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#5",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Cosmos DB Service-Managed Failover bytter skriveregion automatisk",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Verbatim bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#6",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure Key Vault auto-failover til sekundær",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#7",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Azure Container Registry geo-replikering (konfigurer)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/how-to/high-availability-resiliency",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "ACR kunde-aktivert geo-replication matcher shared-responsibility."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#8",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Microsoft Foundry tidligere Azure AI Studio / Azure Machine Learning",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/what-is-foundry",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Brand-evolusjon: Azure AI Studio -> Azure AI Foundry -> Microsoft Foundry. Azure ML er IKKE tidligere navn (egen tjeneste). Konflatering feil."
|
|
},
|
|
{
|
|
"id": "ms-ai-infrastructure/bcdr/ai-foundry-disaster-recovery-planning.md#9",
|
|
"file": "skills/ms-ai-infrastructure/references/bcdr/ai-foundry-disaster-recovery-planning.md",
|
|
"skill": "ms-ai-infrastructure",
|
|
"stratum": "volatile",
|
|
"claim": "Global training (Public Preview) rimeligere, ingen datasuverenitet; bruk regional i Norway East/Sweden Central",
|
|
"claim_type": "status",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-foundry/openai/concepts/models",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "RECONCILED 2026-06-30 (Spor 2b): correct->outdated. Live (openai/concepts/models): Global training har INGEN egen \"Public Preview\"-status - tilbys for GA-modeller (gpt-4o/gpt-4.1 m.fl. = GA). \"billigere\" + \"ingen residency\" stemmer. MEN Norway East er listet som en GLOBAL trenings-region (uten residency), ikke en regional/residency-region - sa \"bruk regional i Norway East for residency\" er feil (Standard fine-tuning-regioner: North Central US/Sweden Central/East US 2). Fil-fiks: fjern \"(Public Preview)\", rett Norway-East-anbefalingen. Judge not_grounded var defensibel."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-4.1 (Global) $2.00/$8.00 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Azure pris-side JS-rendret. Content Understanding viser $2/$8 men eksplisitt 'illustration only'. 4:1-ratio bekrefter relasjon, ikke absoluttverdi."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-4.1-mini (Global) $0.40/$1.60 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Content Understanding-tall eksplisitt illustrasjon; ingen autoritativ hentbar prisside."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-5 (Global) $1.25/$10.00 (cached $0.125)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Filens kilde OpenAI/WebSearch ikke MS Learn. 8:1-ratio = relasjon, ikke absoluttverdi."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-5 PTU 4750 input TPM/PTU; gpt-4.1 3000",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Direkte bekreftet i sizing-tabellen."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-4.1 1 output=4 input; gpt-5 1 output=8 input",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Output-to-input-ratio direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Copilot Credits-klassifisering gpt-4.1-mini Basic, gpt-4.1 Standard, gpt-5-reasoning Premium m.fl.",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/prompt-model-settings",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Hele lineupen matcher tabellen eksakt. Filen sier Claude 4.5; siden viser 4.6 (mindre drift)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-5 fire tenkningsnivåer (Minimal/Low/Medium/High); parallelle verktøykall ikke ved Minimal",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/how-to/model-choice-guide",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Nivå-navn + Minimal-begrensning bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/gpt5-gpt41-pricing-models.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/gpt5-gpt41-pricing-models.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Batch API 50% rabatt på Global Standard",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Batch-rabatt finnes (relasjon) men ingen hentbar side oppgir 50%-tallet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ptu-vs-paygo-economics.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ptu-vs-paygo-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Tre provisioned deployment-typer: Global/Data Zone/Regional Provisioned",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "SKU-navn og routing bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ptu-vs-paygo-economics.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ptu-vs-paygo-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Fire deployment-kategorier: Standard, Priority processing, Provisioned, Batch",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Fire-kategori-taksonomi bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ptu-vs-paygo-economics.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ptu-vs-paygo-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Min PTU GPT-4o 50/15, GPT-4o-mini 25/15, DeepSeek-R1 100 global/ingen regional",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Alle tre min-PTU-verdier bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ptu-vs-paygo-economics.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ptu-vs-paygo-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-5 4750 input TPM per PTU",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ptu-vs-paygo-economics.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ptu-vs-paygo-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Spillover (GA) alle Azure OpenAI PTU; ikke Foundry-modeller fra andre (DeepSeek, Llama)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/provisioned-throughput",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Spillover + leverandør-unntak bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ptu-vs-paygo-economics.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ptu-vs-paygo-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Provisioned-Managed Utilization V2-metrikk; HTTP 429 ved 100%",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Metrikk-navnet ikke på de hentede PTU-sidene; 429 bekreftes indirekte, navnet selv unsourced."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-5 $1.25/$0.125/$10.00 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Kilde OpenAI/WebSearch. 8:1-ratio delvis støtte, ikke absoluttverdi."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o $2.50/$1.25/$10.00 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Azure pris-side JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o-mini $0.15/$0.075/$0.60 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Pris-side ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4.1 $2.00/$0.50/$8.00 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Content Understanding illustrativt; 4:1 delvis støtte. Absoluttverdi unsourced."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Copilot Studio PAYG $0.01 per Copilot Credit",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "billing-licensing bekrefter mekanisme men ikke $0.01-raten (Licensing Guide PDF)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Capacity Pack $200/måned = 25000 Copilot Credits",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "billing-licensing nevner ikke $200 eller 25000/pack (ekstern Licensing Guide)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "M365 Copilot (Enterprise) $30.00/bruker/måned",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/partner-center/announcements/2025-november",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Partner Center bekrefter $30 for nåværende Copilot-SKU."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "M365 Copilot Business (SMB) $21.00/bruker/måned (maks 300)",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/partner-center/announcements/2025-november",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/deterministic-cost-calculation-model.md#9",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/deterministic-cost-calculation-model.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Fra 2025-09-01 Copilot Credits erstattet messages; antall/pack og PAYG-rate uendret",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/billing-licensing",
|
|
"lastmod_changed": null,
|
|
"file_last_updated": null,
|
|
"notes": "Direkte bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-5 (juni 2026) $1.25/$10.00 (cached $0.125)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Ingen hentbar side oppgir absoluttverdien. 8:1-ratio delvis støtte."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4.1 ~$2.00/~$8.00",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Kun illustrativt + 4:1-ratio; ingen autoritativ prisverdi."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o mini ~$0.15/~$0.60",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Selv merket eksempel; pris-side ikke hentbar."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "1 PTU ~5400 input tokens/min o4-mini; ~3000 GPT-4.1",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Begge TPM/PTU-verdier bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Fine-tuning hosting $1.70/time (Standard/Global Standard)",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/fine-tuning-cost-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Hosting-fee $1.70/time angitt som definerende rate, ikke regne-eksempel."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-5 fire reasoning-nivåer (Minimal, Low, Medium default, High)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/how-to/model-choice-guide",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Model Router opptil 60% kostnadsreduksjon",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/how-to/model-choice-guide",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "60%-besparelsen direkte bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Model Router er GA-funksjonalitet i Microsoft Foundry",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/how-to/model-choice-guide",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "RECONCILED 2026-06-30 (G5 friskhets-mikropass): outdated->correct. Model Router gikk GA nov 2025: whats-new-model-router har 'Model router GA version', kanonisk concept-side (foundry/openai/concepts/model-router) titulerer uten '(preview)' og lister v2025-11-18 som 'Active (latest)'. Gull var stale - basert pa en utdatert '(preview)'-lenkelabel pa siteringssiden (model-choice-guide); resterende '(preview)' gjelder enkelt-modeller (grok/DeepSeek/Claude-fotnoter), ikke ruter-tjenesten. v3 grounded (R7, fulgte til kanonisk side) var korrekt."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/model-selection-price-performance.md#9",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/model-selection-price-performance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "AI Builder default GPT-4o-mini for generative (per des 2024)",
|
|
"claim_type": "version",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/microsoft-copilot-studio/prompt-model-settings",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Default nå GPT-4.1 mini; GPT-4o/4o-mini kun US government. Utdatert."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Model Router 2025-11-18 (GA)",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/model-router",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "2025-11-18 gjeldende versjon."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "opptil 18 underliggende modeller",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/model-router",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "2025-11-18 lister nå ~28 modeller. 18 foreldet (in-place oppdatering)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Rate limits Default/Enterprise GlobalStandard 250/250000, Enterprise 400/400000; DataZone 150/150000",
|
|
"claim_type": "tpm",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/model-router",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Nå tier-basert (Tier 1-6). Default/Enterprise-struktur erstattet av Quota Tiers."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-4.1-nano 59400 input TPM/PTU",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-5 4750; gpt-5-mini 23750; o4-mini 5400 input TPM/PTU",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Model Router regional: East US 2, Sweden Central",
|
|
"claim_type": "region",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/model-router",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Begge regioner bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "PAYG pristabell gpt-5 $1.25/$10; gpt-4o $2.50/$10; gpt-4.1-nano $0.10/$0.40",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "models-sold-directly inneholder ingen USD-priser; pris JS-rendret. Ratio bekrefter ikke absolutte tall."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/multi-model-strategy-costs.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/multi-model-strategy-costs.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Balanced default 1-2% kvalitetsrange; Cost 5-6%",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/concepts/model-router",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Routing-modi og kvalitetsbånd bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Foundry RBAC-roller omdøpt: Azure AI User->Foundry User osv.",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/rbac-foundry",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet eksakt inkl. uendrede rolle-IDer."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Foundry Tools -> Foundry resource (AIServices)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "CognitiveServices-konto AIServices-kind = Foundry resource."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Azure Owner/Contributor kun management; build krever Foundry User/Owner",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/multi-service-resource",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Azure OpenAI ikke hard limit enforcement; budgets varsler ikke stopper",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/concepts/manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Dynamic Quota (Preview) ingen takgrense",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/how-to/dynamic-quota",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Preview + ingen takgrense bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Model Quota (TPM) varierer per tier 150K-30M",
|
|
"claim_type": "tpm",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/quotas-limits",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Nå Quota Tiers (Free + Tier 1-6) opp til 225M. 150K-30M foreldet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Serverless API Quota 200K TPM, 1K RPM per deployment",
|
|
"claim_type": "tpm",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Ingen hentbar side oppgir serverless 200K/1K default."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/azure-ai-foundry-cost-governance.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/azure-ai-foundry-cost-governance.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Azure APIM fra ~40 EUR/måned (Consumption)",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "APIM pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Regional Provisioned min/increment 50 (25 mini/nano)",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Data Zone/Global Provisioned min 15, increment 5",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet for alle gjeldende modeller."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Enkelte Foundry Models (DeepSeek/Fireworks) 100+ minimum",
|
|
"claim_type": "sku",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "DeepSeek-R1/V3 100 min; Fireworks 100-450."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "New enrollments STOPPED Aug 1 2024 (legacy commitment)",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/provisioned-migration",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet ordrett. Filens '(gpt-4o, gpt-4o-mini only)' upresist."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Fra mai 2025 PTU-reservasjoner cross-model sharing (Azure OpenAI + Foundry Models)",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cost-management-billing/reservations/azure-openai",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Cross-model-sharing + per-time matching bekreftet. 'mai 2025' ikke i kilden.",
|
|
"consistency_waiver": "G3: kjerne-kapabilitet (cross-model PTU-deling + per-minutt pro-rata matching) bekreftet live mot Foundry PTU-reservasjons-siden 2026-06-30; 'mai 2025'-ikrafttredelsesdato IKKE i kilden (ikke-materiell, ikke beslutnings-endrende). Behold correct; fjern/merk datoen i .md = Spor 0/1-fil-fiks."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Autorenew ON som standard for nye reservasjoner (etter 2025-Q4)",
|
|
"claim_type": "status",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/cost-management-billing/reservations/azure-openai",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Kilde: auto-renewal opt-in; for replacement auto-renew av som standard. Motsier 'ON som standard'."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Disconnected container 1 år; Web/Connected 1 måned; non-refunderbar; kun single-service",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/ai-services/commitment-tier",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Alle fire delpåstander bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/reserved-capacity-planning.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/reserved-capacity-planning.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "gpt-5.1 4750 input TPM/PTU + output-ratio 8; 63 PTU -> rundet 100 regional",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/provisioned-throughput-sizing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "4750 + ratio 8 bekreftet; regnestykke konsistent."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Min prompt 1024 tokens; granularitet 128; in-memory TTL 5-10 min idle, max 1 time",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Alle tre parametere bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Extended cache opptil 24t; GPT-5-serien + gpt-4.1; default 24h nyere",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Provisioned opptil 100% rabatt på cached tokens",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/prompt-caching",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "100% Provisioned bekreftet. Standard-50% ikke numerisk oppgitt."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "On Your Data deprecated, retires 2026-10-14; migrer Foundry Agent Service + Foundry IQ",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Dato + migrering bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "RFT per-job-tak $5000; pause+checkpoint; resume uten pristak",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/fine-tuning-cost-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Hosting $1.70/time per deployment; Developer tier auto-deletes 24t",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/openai/how-to/fine-tuning-cost-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Pristabell gpt-5 $1.25/$10; gpt-4o $2.50/$10; gpt-4o-mini $0.15/$0.60; o3-mini $1.10/$4.40; gpt-4.1 $2.00/$8",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "manage-costs henviser til pris-side; modellkatalog ingen USD. JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/token-counting-optimization.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/token-counting-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "On Your Data token-estimering intent ~1366, generation ~4297, response ~111, intent output ~25, ~5800; 20% reservert; cap 2000",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-01",
|
|
"notes": "Tallene matcher gpt-35-turbo-16k-raden; 20/80 og 2000-cap bekreftet. Deprecated funksjon."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Scalar (int8) float32->int8 4x reduksjon",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-how-to-quantization",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "int8 scalar = 4x bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Binary float32->1 bit, opptil 28x reduksjon",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-how-to-quantization",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "28x bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Anbefalt minstegrense 1024 dimensjoner ved binary quantization",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-how-to-truncate-dimensions",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "MRL-anbefaling bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "HNSW overhead 1-20% av raw vector size",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-index-size",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "1-20% overhead bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Vector quota (post-April 2024) Basic 1/S1 12/S2 36/S3 72 GB",
|
|
"claim_type": "tpm",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Post-April-2024 vektorkvote er 5/35/150/300 GB. Fil-tall tilsvarer eldre juli-2023-periode."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Serverless (Preview) kun WCUS/Switzerland North/Japan East, ingen SLA, ingen migrering",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Regioner/no-SLA/no-migrering bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Vector quantization GA siden 2024-11-01",
|
|
"claim_type": "status",
|
|
"verdict": "wrong",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/vector-search-index-size",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "RECONCILED 2026-06-30 (G5b friskhets-spot-sjekk): correct->wrong. Live (search-api-migration + vector-search-index-size): vector quantization ER GA, MEN GA-dato var 2024-07-01 (stable release), ikke 2024-11-01. \"2024-11-01\" finnes kun som preview-API-versjon (2024-11-01-preview). Last-baerende dato er feil. Fil-fiks (Spor 0/1): rett GA-dato til 2024-07-01. Judge not_grounded var korrekt. Confidence: high."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Embedding-priser ada-002 ~$0.10/3-small ~$0.02/3-large ~$0.13 per 1M",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "models-sold-directly ingen pris-tall; pris JS-rendret."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Token consumption gpt-35-turbo-16k 5799, gpt-4-0613 5518, gpt-4-1106 5495, gpt-35-turbo-1106 6362",
|
|
"claim_type": "tpm",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Kolonnesummer matcher eksakt. On Your Data deprecated (retires 2026-10-14)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "AI Search tier storage Basic 2/S1 25/S2 100/S3 200 GB per partisjon",
|
|
"claim_type": "sku",
|
|
"verdict": "outdated",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-limits-quotas-capacity",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Pre-april-2024-tall. Nye: Basic 15/S1 160/S2 512/S3 1024."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Semantic ranking første 1000 queries/måned gratis Basic+",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/search-sku-manage-costs",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Progressiv per-query bekreftet, men eksakt '1000 gratis' på JS-pris-side."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Agentic retrieval GA i 2026-04-01 REST API; portal preview; bak Foundry IQ",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/agentic-retrieval-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "GA-split + Foundry IQ-rolle bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Kostnadseksempel 2000 retrievals ~$3.30 + $0.60 + $0.42 = ~$4.32",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/agentic-retrieval-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Matcher doc eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "50M gratis tokens/mnd dekker moderat dev/test",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/agentic-retrieval-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "Doc bekrefter månedlig kvote, men ikke eksakt 50M (filen motsier seg selv)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/rag-query-cost-reduction.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/rag-query-cost-reduction.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "text-embedding-ada-002 eneste supported for On Your Data vector search",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry-classic/openai/concepts/use-your-data",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-19",
|
|
"notes": "ada-002 navngitt for On Your Data vektorsøk."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "AI Builder capacity add-on: Salg stoppet 1. nov 2025, EOL 1. nov 2026; seeded fjernes 1. nov 2026",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/endofaibcredits",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Datoer og hendelser bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Seeded credits i EA fjernes også 1. nov 2026",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/endofaibcredits",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "EA-inklusjon bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Seeded credits per lisens: Power Apps Premium 500, per app 250, Automate Premium 5000, F&O 20000, Sustainability 25000",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/credit-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Hele tabellen matcher eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Rate table prompt basic 1.2/0.1, standard 24/1.5, premium 182/10; receipt 32/8; custom doc 100/8; OCR 3/0.1; object detection 8/8",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/administer-licensing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Alle rate-par matcher offisiell tabell eksakt."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "1 Copilot Credit = $0.01; 1M AI Builder credits = ~$500",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/administer-licensing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Begge enhetspriser bekreftet ordrett i fotnoter."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "AI Builder i Copilot Studio konsumerer kun Copilot Credits",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/administer-licensing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Nye kunder kan ikke kjøpe AI Builder add-ons fra 1. nov 2025",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/administer-licensing",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/ai-builder-credits-transition.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/ai-builder-credits-transition.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Overage grace period (ikke fakturert), blokkerer kjøring; månedlig reset, ingen carry-over",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/ai-builder/credit-management",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-02-01",
|
|
"notes": "Grace-period + no-carry-over bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#1",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "SLM under 10 mrd parametere; LLM over 10 mrd",
|
|
"claim_type": "taxonomy",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/aks/concepts-ai-ml-language-models",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Bekreftet ordrett."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#2",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Phi-3-small 7B, Phi-3-medium 14B, Phi-2 2.7B",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/aks/concepts-ai-ml-language-models",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#3",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Phi-4-mini 131072 input, 4096 output",
|
|
"claim_type": "version",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-from-partners",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Kontekst/output bekreftet. 3.8B-param ikke direkte verifisert."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#4",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "Phi-serien MIT-lisensiert; Falcon-7B Apache 2.0",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/aks/concepts-ai-ml-language-models",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Phi MIT, Falcon Apache 2.0 bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#5",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "App Service Phi-4 sidecar ASP.NET Core, FastAPI, Spring Boot, Express.js",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/app-service/scenario-ai-local-small-language-model",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "Rammeverk-støtte bekreftet. GA-status/localhost:11434 ikke direkte verifisert."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#6",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "KAITO støtter Phi-4-mini med auto-GPU-provisioning",
|
|
"claim_type": "status",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/aks/ai-toolchain-operator",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "KAITO + Phi-4-mini + auto-GPU bekreftet."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#7",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o-mini 1.58 NOK input / 6.30 NOK output per 1M (kurs 10.5)",
|
|
"claim_type": "price",
|
|
"verdict": "correct",
|
|
"evidence_url": "https://learn.microsoft.com/azure/search/agentic-retrieval-overview",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "$0.15/$0.60 x 10.5 matcher. Eneste hentbare Learn-pris (agentic-eksempel)."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#8",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPT-4o 26.25/105.00 NOK per 1M; Phi-4-mini 0.10/0.30 NOK",
|
|
"claim_type": "price",
|
|
"verdict": "unsourced",
|
|
"evidence_url": null,
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "GPT-4o/Phi-4-mini absolutte priser ikke på hentbar side."
|
|
},
|
|
{
|
|
"id": "ms-ai-security/cost-optimization/small-language-models-economics.md#9",
|
|
"file": "skills/ms-ai-security/references/cost-optimization/small-language-models-economics.md",
|
|
"skill": "ms-ai-security",
|
|
"stratum": "volatile",
|
|
"claim": "GPU regional: West US/West US 3/Sweden Central/Australia East (A100); West Europe (T4)",
|
|
"claim_type": "region",
|
|
"verdict": "unsourced",
|
|
"evidence_url": "https://learn.microsoft.com/azure/aks/ai-toolchain-operator",
|
|
"lastmod_changed": false,
|
|
"file_last_updated": "2026-06-24",
|
|
"notes": "KAITO-doc oppgir kun 'public Azure regions'; spesifikk liste ikke bekreftet."
|
|
}
|
|
]
|
|
}
|