fix(ms-ai-architect): R5 G5b — 4 innholds-fikser (retired gpt-35-turbo→gpt-4o-mini, vector-quant GA 2024-07-01, 2 overclaims nyansert), hver live-verifisert per MS Learn-kilde [skip-docs]
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"note": "This is a SAMPLE of corpus errors (255 volatile claims). Spor 1 surfaces the full set corpus-wide. [2026-06-29] Spor 0 executed: 37 fixes applied (each value live-verified per source before edit; recurrences of each wrong fact fixed file-wide), 1 rejected (#8 model-router-GA: file already correct). Adjacent (non-38) findings captured for Spor 1.",
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"applied": 37,
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"rejected": 1,
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"applied_date": "2026-06-29"
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"applied_date": "2026-06-29",
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"g5b_note": "[2026-07-04] R5 G5b-restanse: 4 innholds-fikser påført (adr zero-permission-overclaim, multi-region retired gpt-35-turbo→gpt-4o-mini, network obligatorisk→anbefalt, vector-storage GA 2024-11-01→2024-07-01). Hver live-verifisert per kilde (Opus xhigh verify-agent) før edit. De 38 kjerne-fiksene var allerede applied 2026-06-29. Se g5b_fixes[]."
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},
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"fixes": [
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{
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@ -619,5 +620,67 @@
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"verified": "2026-06-29",
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"verified_by": "per-source verify-agent (Opus xhigh, live microsoft_docs_fetch) + main-context apply"
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}
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],
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"g5b_fixes": [
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{
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"id": "ms-ai-advisor/architecture/adr-template.md#g5b",
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"file": "skills/ms-ai-advisor/references/architecture/adr-template.md",
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"skill": "ms-ai-advisor",
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"claim_type": "capability-overclaim",
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"verdict": "confirm-fix",
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"wrong_assertion": "Zero permission management - SharePoint permissions respekteres automatisk",
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"correction": "Overclaim: Copilot/Graph håndhever eksisterende tilganger (sant), men oversharing må fortsatt styres aktivt (Restricted SharePoint Search, SharePoint Advanced Management, sensitivitetsmerker, Purview). \"Zero permission management\" fjernet.",
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"source": "https://learn.microsoft.com/microsoft-365/copilot/security-microsoft-365-copilot",
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"reverify_required": true,
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"fixed": true,
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"applied": true,
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"verified": "2026-07-04",
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"verified_by": "per-source verify-agent (Opus xhigh, live MS Learn) + main-context apply"
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},
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{
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"id": "ms-ai-infrastructure/bcdr/multi-region-azure-openai-deployment.md#g5b",
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"file": "skills/ms-ai-infrastructure/references/bcdr/multi-region-azure-openai-deployment.md",
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"skill": "ms-ai-infrastructure",
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"claim_type": "retired-model",
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"verdict": "confirm-fix",
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"wrong_assertion": "gpt-35-turbo listet som tilgjengelig modell (regionstabeller + kvoteeksempler, 5 forekomster)",
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"correction": "Alle gpt-35-turbo-versjoner retired (0301/0613 2025-02-13, 16k 2025-04-30, 1106/0125 forbi \"no earlier than 2025-09-01\"-vindu) → byttet til gpt-4o-mini (bekreftet Standard-tilgjengelig i Sweden Central / West Europe / UK South).",
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"source": "https://learn.microsoft.com/azure/ai-foundry/openai/concepts/model-retirements",
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"reverify_required": true,
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"fixed": true,
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"applied": true,
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"verified": "2026-07-04",
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"verified_by": "per-source verify-agent (Opus xhigh, live MS Learn) + main-context apply"
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},
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{
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"id": "ms-ai-infrastructure/bcdr/network-resilience-patterns-ai.md#g5b",
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"file": "skills/ms-ai-infrastructure/references/bcdr/network-resilience-patterns-ai.md",
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"skill": "ms-ai-infrastructure",
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"claim_type": "overstatement",
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"verdict": "confirm-fix",
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"wrong_assertion": "Circuit Breaker + Retry med exponential backoff er OBLIGATORISK for alle Azure AI API-kall — dette er ikke valgfritt.",
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"correction": "Overstatement: MS rammer retry/circuit-breaker som anbefalt beste praksis (Well-Architected reliability patterns), ikke krav. Endret til \"sterkt anbefalt ... ikke et absolutt krav\".",
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"source": "https://learn.microsoft.com/azure/well-architected/reliability/design-patterns",
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"reverify_required": true,
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"fixed": true,
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"applied": true,
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"verified": "2026-07-04",
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"verified_by": "per-source verify-agent (Opus xhigh, live MS Learn) + main-context apply"
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},
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{
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"id": "ms-ai-security/cost-optimization/vector-storage-cost-optimization.md#g5b",
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"file": "skills/ms-ai-security/references/cost-optimization/vector-storage-cost-optimization.md",
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"skill": "ms-ai-security",
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"claim_type": "ga-date",
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"verdict": "confirm-fix",
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"wrong_assertion": "Vector quantization (GA siden 2024-11-01)",
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"correction": "GA-dato feil: scalar + binary quantization ble GA i 2024-07-01 stable Search-API. 2024-11-01 var en preview (rescoring/syntaks). Rettet til 2024-07-01.",
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"source": "https://learn.microsoft.com/azure/search/search-api-migration",
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"reverify_required": true,
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"fixed": true,
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"applied": true,
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"verified": "2026-07-04",
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"verified_by": "per-source verify-agent (Opus xhigh, live MS Learn) + main-context apply"
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}
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]
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}
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