docs(architect): weekly KB update — 106 files refreshed (2026-04)
Updates across all 5 skills: ms-ai-advisor, ms-ai-engineering, ms-ai-governance, ms-ai-security, ms-ai-infrastructure. Key changes: - Language Services (Custom Text Classification, Text Analytics, QnA): retirement warning 2029-03-31, migration guides to Foundry/GPT-4o - Agentic Retrieval: 50M free reasoning tokens/month (Public Preview) - Computer Use: Claude Sonnet 4.5 (preview) + OpenAI CUA models - Agent Registry: Risks column (M365 E7), user-shared/org-published types - Declarative agents: schema v1.5 → v1.6, Store validation requirements - MLflow 3: 13 built-in LLM judges, production monitoring, Genie Code - AG-UI HITL: ApprovalRequiredAIFunction (C#) + @tool(approval_mode) (Python) - Entra ID Ignite 2025: Agent ID Admin/Developer RBAC roles, Conditional Access - Security Copilot: 400 SCU/month per 1000 M365 E5 licenses, auto-provisioned - Fast Transcription API: phrase lists, 14-language multi-lingual transcription - Azure Monitor Workbooks: Bicep support, RBAC specifics - Power Platform Copilot: data residency (Norway/Europe → EU DB, Bing → USA) - RAG security-rbac: 4-approach table (GA + 3 preview access control methods) - IaC MLOps: Well-Architected OE:05 principles, Bicep/Terraform patterns - Translator: image file batch translation Preview (JPEG/PNG/BMP/WebP) All 106 files: Last updated 2026-04 | Verified: MCP 2026-04 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@ -132,13 +132,14 @@ Microsoft tilbyr spesialtilpassede løsninger:
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- [Govern AI](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/govern) — Strukturert governance-prosess
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- [Secure AI](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/secure) — Sikkerhetsrammeverk *(Verified MCP 2026-04)*
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**Oppdatert innhold i Secure AI (CAF):**
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- Faseinndeling: Discover risks → Protect resources → Detect threats (kontinuerlig prosess)
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- Nye trusselkilder: MITRE ATLAS og OWASP Generative AI risk supplerer STRIDE-rammeverket
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- AI asset inventory via Azure Resource Graph + Microsoft Defender for Cloud
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- MCP server-sikkerhet: Azure API Management beskytter Model Context Protocol (MCP)-endepunkter
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- Microsoft Purview Insider Risk Management for prompt-basert dataeksfiltrering
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- AI Security Posture Management (DSPM) i Defender for Cloud for automatisk deteksjon
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**Oppdatert innhold i Secure AI (CAF):** *(Verified MCP 2026-04)*
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- **3-fase prosess:** Discover AI risks → Protect AI resources & data → Detect AI threats (kontinuerlig)
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- **Trusselmodellering:** STRIDE som grunnlag, supplementert med MITRE ATLAS og OWASP Generative AI risk
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- **AI asset inventory:** Azure Resource Graph for å oppdage AI-ressurser + Microsoft Defender for Cloud for å identifisere generative AI workloads
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- **Sikre kommunikasjonskanaler:** Managed identities (uten lagrede credentials), Virtual Networks for isolasjon, Azure API Management for å sikre MCP-endepunkter
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- **Datavern:** Microsoft Purview Insider Risk Management for prompt-basert dataeksfiltrering + identifikasjon av risikabelt AI-atferd
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- **AI Security Posture Management (DSPM):** Automatisk deteksjon og remediation av generative AI-risikoer i Defender for Cloud
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- **DLP for AI:** Microsoft Purview DLP scanner og blokkerer sensitive data i AI-workflows; custom content filtering for organisasjonsspesifikke mønstre
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**AI Impact Assessment:**
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- [AI Impact Assessment Template](https://www.microsoft.com/ai/tools-practices) — For risikovurdering
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