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ktg-plugin-marketplace/plugins/ms-ai-architect/skills/ms-ai-security/references/cost-optimization
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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-builder-credits-transition.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
azure-ai-foundry-cost-governance.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
azure-cost-management-ai.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
batch-processing-cost-reduction.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
budget-forecasting-ai-projects.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
cost-allocation-chargeback.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
deterministic-cost-calculation-model.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
gpt5-gpt41-pricing-models.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
inference-endpoint-cost-optimization.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
licensing-compliance-cost-avoidance.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
model-selection-price-performance.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
multi-model-strategy-costs.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
observability-cost-reduction.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
prompt-engineering-cost-reduction.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
ptu-vs-paygo-economics.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
rag-query-cost-reduction.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
request-batching-aggregation.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
reserved-capacity-planning.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
semantic-caching-patterns.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
small-language-models-economics.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
token-counting-optimization.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
vector-storage-cost-optimization.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00