ms-ai-architect/skills/ms-ai-security/references/cost-optimization
Kjell Tore Guttormsen ac276e9d4b docs(ms-ai-architect): KB-refresh tema-a steg 1 — modellkatalog GPT-5.1→5.5 i 2 critical cost-filer
Reconcile stale lokale modell-enumereringer mot kanonisk model-catalog-2026.md
(2026-06-18, live-verifisert). Pilot: 4 critical cost-filer auditert (~400k tokens),
2 hadde reell content-drift (modellkatalog en generasjon bak), 2 kun naming/noise.

- model-selection-price-performance.md: GA-modell-snapshot utvidet fra GPT-5/4.1 til
  hele GPT-5.1→5.5-generasjonen + o-serien + pointer til catalog. Tiering-anbefalinger
  flagget for egen pass (judgment, ikke mekanisk).
- batch-processing-cost-reduction.md: batch-støttet modellsett febr→juni 2026
  (gpt-5.1/gpt-5/o3/o4-mini/gpt-4.1-familien); API-versjon korrigert til v1 API.
  50%-rabatt + 24h-turnaround urørt (re-verifisert current).

Begge: header→2026-06 + Source-header (folder inn Source-backfill).
Naming (Azure AI Foundry→Microsoft Foundry) urørt — egen pass (tema b).
validate 239/0, ms-ai-security 96/100. Ref-edits → judge-cache gyldig, kun re-score.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-23 20:34:45 +02:00
..
ai-builder-credits-transition.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
azure-ai-foundry-cost-governance.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
azure-cost-management-ai.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
batch-processing-cost-reduction.md docs(ms-ai-architect): KB-refresh tema-a steg 1 — modellkatalog GPT-5.1→5.5 i 2 critical cost-filer 2026-06-23 20:34:45 +02:00
budget-forecasting-ai-projects.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
cost-allocation-chargeback.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
deterministic-cost-calculation-model.md fix(ms-ai-architect): re-baseline kostnadslaget (GPT-5 $1.25/$10, én prissannhet, 10 filer) 2026-06-18 12:45:21 +02:00
gpt5-gpt41-pricing-models.md fix(ms-ai-architect): korriger Norway East-dataresidens + modernisér modellkatalog (#5 del 3/3 modellspor) 2026-06-18 15:32:25 +02:00
inference-endpoint-cost-optimization.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
licensing-compliance-cost-avoidance.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
model-selection-price-performance.md docs(ms-ai-architect): KB-refresh tema-a steg 1 — modellkatalog GPT-5.1→5.5 i 2 critical cost-filer 2026-06-23 20:34:45 +02:00
multi-model-strategy-costs.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
observability-cost-reduction.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
prompt-engineering-cost-reduction.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
ptu-vs-paygo-economics.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
rag-query-cost-reduction.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
request-batching-aggregation.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
reserved-capacity-planning.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
semantic-caching-patterns.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
small-language-models-economics.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
token-counting-optimization.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
vector-storage-cost-optimization.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00