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>

plugins/ms-ai-architect/skills/ms-ai-engineering/references/data-engineering/microsoft-purview-governance.md

@@ -231,9 +231,11 @@ Purview Data Owner Policies muliggjør sentralisert tilgangsstyring:
 
 ### Governance Domains og OKR-er
 
+Governance Domains er nå den sentrale organiseringsenhet for glossary terms i Unified Catalog. Workflow: opprett term (Draft) → rediger → publiser. Glossary terms kan flyttes mellom domains (begge domains krever Data Steward-rolle). Termer kan linkes til data products og critical data elements på tvers av domains. *(Verified MCP 2026-04)*
+
 ```
 Governance Domain: "AI og Maskinlæring"
-├── Glossary Terms
+├── Glossary Terms (Data Steward-rolle påkrevd)
 │   ├── "Treningsdata" -- Definisjon og bruksregler
 │   ├── "Feature Store" -- Standard for feature-lagring
 │   └── "Ground Truth" -- Krav til merkede datasett
@@ -243,7 +245,7 @@ Governance Domain: "AI og Maskinlæring"
 ├── OKRs
 │   ├── "90% av AI-datasett klassifisert innen Q2"
 │   └── "100% lineage-dekning for ML-pipelines"
-└── Data Products
+└── Data Products (kan linkes til glossary terms)
     ├── "Customer 360 Feature Set"
     └── "Trafikkdata for ML"
 ```
@@ -344,7 +346,7 @@ Microsoft Purview gir nå governance-dekning for Fabric Copilots og agenter —
 - [How to get lineage from Microsoft Fabric items into Microsoft Purview](https://learn.microsoft.com/en-us/purview/data-map-lineage-fabric) -- Lineage fra Fabric
 - [Data lineage in classic Data Catalog](https://learn.microsoft.com/en-us/purview/data-gov-classic-lineage) -- Lineage-konsepter
 - [Learn about sensitivity labels in Data Map](https://learn.microsoft.com/en-us/purview/data-map-sensitivity-labels) -- Sensitivitetsmerking
-- [Create and manage glossary terms](https://learn.microsoft.com/en-us/purview/unified-catalog-glossary-terms-create-manage) -- Business glossary
+- [Create and manage glossary terms](https://learn.microsoft.com/en-us/purview/unified-catalog-glossary-terms-create-manage) -- Business glossary *(Verified MCP 2026-04)* — Ny funksjonalitet: bulk edit opptil 50 terms, flytt terms mellom governance domains, custom attributes med filter, Data Steward-rolle påkrevd for opprettelse. Terms opprettes i Draft state, må publiseres for å bli synlige. Governance domain MÅ publiseres FØR terms publiseres.
 - [Glossary terms in Unified Catalog](https://learn.microsoft.com/en-us/purview/unified-catalog-glossary-terms) -- Aktive glossary-termer
 - [Learn about Microsoft Purview Unified Catalog](https://learn.microsoft.com/en-us/purview/unified-catalog) -- Oversikt over Unified Catalog
 - [Set up data quality for Fabric Lakehouse data](https://learn.microsoft.com/en-us/purview/unified-catalog-data-quality-fabric-lakehouse) -- Datakvalitet for Fabric