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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# Microsoft Security Copilot — AI-drevet sikkerhetsoperasjonsplattform
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**Kategori:** AI Security Engineering
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**Sist oppdatert:** 2026-04
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**Sist oppdatert:** 2026-04 | Verified: MCP 2026-04
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**Målgruppe:** Sikkerhetsarkitekter og SOC-ledere som vurderer AI-assistert sikkerhetsoperasjon
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## Introduksjon
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@ -420,14 +420,14 @@ Per 2026-02: Security Copilot er kun tilgjengelig på kommersielt skynivå — i
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## Kilder
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Basert på offisiell Microsoft Learn-dokumentasjon (sist verifisert 2026-04 via MCP): *(Verified MCP 2026-04)*
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Basert på offisiell Microsoft Learn-dokumentasjon (sist verifisert 2026-04 via MCP): *(Verified MCP 2026-04)* — Inklusjonsmodellen (M365 E5 → 400 SCU/1000 lisenser, maks 10 000 SCU/mnd, zero-click provisjonering) er bekreftet via MCP-fetch av security-copilot-inclusion og get-started-security-copilot.
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1. [What is Microsoft Security Copilot?](https://learn.microsoft.com/copilot/security/microsoft-security-copilot) — Overordnet produktbeskrivelse
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2. [Microsoft Security Copilot agents overview](https://learn.microsoft.com/copilot/security/agents-overview) — Komplett agentoversikt
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3. [Deploy AI agents in Microsoft Defender](https://learn.microsoft.com/defender-xdr/security-copilot-agents-defender) — Defender-spesifikke agenter
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4. [Security Copilot with Microsoft Sentinel](https://learn.microsoft.com/azure/sentinel/sentinel-security-copilot) — Sentinel-integrasjon
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5. [Learn about Security Copilot inclusion in Microsoft 365 E5](https://learn.microsoft.com/copilot/security/security-copilot-inclusion) — E5-lisensiering og SCU-modell
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6. [Get started with Microsoft Security Copilot](https://learn.microsoft.com/copilot/security/get-started-security-copilot) — Onboarding og lisensiering
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5. [Learn about Security Copilot inclusion in Microsoft 365 E5](https://learn.microsoft.com/copilot/security/security-copilot-inclusion) — E5-lisensiering og SCU-modell. Verified MCP 2026-04: Bekrefter rollout startet 18. november 2025, 400 SCU/måned per 1000 brukerlisenser (maks 10 000 SCU/mnd), zero-click auto-provisionering med 30-dagers forhåndsvarsel, SCU nullstilles månedlig, Developer Experiences (Agent Builder, MCP og Graph API-integrasjoner) er inkludert.
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6. [Get started with Microsoft Security Copilot](https://learn.microsoft.com/copilot/security/get-started-security-copilot) — Onboarding og lisensiering. Verified MCP 2026-04: Bekrefter to kundekategorier — M365 E5-kunder (auto-provisionert) og ikke-E5-kunder (manuell onboarding med SCU-provisjonering). M365 E5-kunder trenger ikke Azure-oppsett eller manuell SCU-tildeling.
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7. [Create your own custom plugins](https://learn.microsoft.com/copilot/security/custom-plugins) — Egendefinerte plugins
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8. [Microsoft Security Copilot Phishing Triage Agent](https://learn.microsoft.com/defender-xdr/phishing-triage-agent) — Phishing Triage Agent detaljer
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9. [Security Copilot agents in Intune overview](https://learn.microsoft.com/intune/agents/) — Intune-agenter
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