ms-ai-architect/skills
Kjell Tore Guttormsen 692b3f75d8 docs(ms-ai-architect): KB-refresh critical cost 6/8 — token-counting verifisert mot fine-tuning-cost (RFT) + prompt-caching
Verifisert mot live Microsoft Learn (foundry/openai/how-to/fine-tuning-cost-management,
prompt-caching, use-your-data):
- RFT (Reinforcement Fine-Tuning) lagt til (filen dekket kun SFT/DPO): tidsbasert «pris = treningstid
  × timepris + grader-tokens», ~$100/time core training for o4-mini-2025-04-16, per-job-tak $5000
  (pauses + deploybart checkpoint ved tak, kan resume uten videre pristak). Cost-control-strategier med.
- Cache-TTL-tabell hadde FEIL akse («Foundry Classic vs AI Services») → korrigert til in-memory
  (5-10 min/maks 1t, alle GPT-4o+) vs extended (24h, GPT-5-serien+gpt-4.1, default for nyere).
- prompt_cache_key ~15 req/min overflow-caveat lagt til.
- On Your Data deprecation 2026-10-14 flagget (3 steder: token-est-seksjon, Foundry-seksjon, kilde #6).
- tiktoken model-set manglet o1-mini/o3-mini → lagt til.
- Header 2026-02→2026-06, verification-date 2026-02-04→2026-06. Priser urørt (kanonisk peker). validate 239/0.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-23 22:53:35 +02:00
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ms-ai-advisor docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
ms-ai-engineering docs(ms-ai-architect): KB-refresh RBAC-rolle-renavn — Azure AI User→Foundry User (1 fil) 2026-06-23 21:23:09 +02:00
ms-ai-governance docs(ms-ai-architect): KB-refresh critical cost 3/8 — cost-monitoring verifisert mot Foundry manage-costs 2026-06-23 22:40:53 +02:00
ms-ai-infrastructure docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
ms-ai-security docs(ms-ai-architect): KB-refresh critical cost 6/8 — token-counting verifisert mot fine-tuning-cost (RFT) + prompt-caching 2026-06-23 22:53:35 +02:00