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ktg-plugin-marketplace/plugins/ms-ai-architect/skills/ms-ai-governance/references/responsible-ai
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Kjell Tore Guttormsen ad8a411f38 docs(architect): weekly KB update — 66 files refreshed (2026-04) 
Updated 66 stale knowledge base reference files (10 critical, 56 high)
across all 5 skills using Microsoft Learn MCP research.

Key factual updates:
- Groundedness Detection API: `correction` → `mitigating` param,
  `correctedText` → `correctionText` (breaking change)
- Copilot Studio: GPT-4.1 mini now default (was GPT-4o mini);
  Claude Sonnet 4.5 + Opus 4.5 added (experimental, 200K ctx)
- Agentic Retrieval: still public preview; 50M free tokens/month
- Azure security baselines: "Cognitive Services" → "Foundry Tools"
- Databricks: Delta Live Tables → Lakeflow Spark Declarative Pipelines
- MLflow 3 GenAI: new Feedback/Expectation data model
- Token tracking doc: "Azure OpenAI in Foundry Models through a gateway"
- Agent Registry: Risks column (M365 E7), Graph API (preview)
- Copilot DLP: new Entra AI Admin + Purview Data Security AI Admin roles
- ISO/IEC 42001: scope expanded to M365 Copilot, Foundry, Security Copilot
- Zero Trust: CAE now via Conditional Access, Strict Location Enforcement
- Purview: new Fabric Copilots/agents governance section
- AG-UI HITL: ApprovalRequiredAIFunction (C#), @tool approval_mode (Python)

All files: Last updated → 2026-04, *(Verified MCP 2026-04)* markers added.
Build registry: 1341 URLs from 387 files (+2 new URLs).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-09 22:41:26 +02:00
..
ai-act-annex-iii-checklist.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-classification-methodology.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-compliance-guide.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
ai-act-conformity-assessment.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-deployer-obligations.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-fria-template.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-microsoft-tools-mapping.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-provider-obligations.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-act-transparency-notices.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-center-of-excellence-setup.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
ai-ethics-in-public-sector.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
ai-governance-structure-framework.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ai-impact-assessment-framework.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
ai-risk-taxonomy-classification.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
algorithmic-accountability-auditability.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
bias-detection-mitigation-strategies.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
content-safety-implementation.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
continuous-improvement-feedback-loops.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
data-quality-responsible-ai.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
fairness-testing-measurement.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
gdpr-compliance-ai-systems.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
human-in-the-loop-oversight.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
model-explainability-interpretability.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
model-monitoring-drift-detection.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
red-teaming-ai-models.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
responsible-ai-framework-overview.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
responsible-ai-policy-development.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
responsible-ai-training-awareness.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
stakeholder-communication-ai-decisions.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
transparency-documentation-standards.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00