AI AI Red Team Engineering notes, research references, and field notes on AI systems, responsible AI, governance, and compliance.
Topic

AI Compliance

Responsible AI, governance, standards, and regulatory reference material for teams mapping AI systems to policy and operational controls.

responsible aiai complianceai governanceai actnist ai rmf
Evergreen Overview

AI compliance is where governance, operational controls, and technical system behavior meet. The point is not only to understand legal or policy obligations, but to map them onto real AI workflows, monitoring, evidence, and accountability.

What this page covers
  • Responsible AI frameworks, governance models, and policy references
  • Operational evidence such as auditability, controls, and traceability
  • How standards and regulatory material connect back to deployed systems
What teams usually need
  • A practical bridge between policy language and engineering controls
  • Reference material for risk classification, oversight, and documentation
  • Ways to align AI operations with governance and reporting expectations
Who this page is for
  • Builders working in regulated or policy-sensitive environments
  • Responsible AI, governance, and compliance leaders
  • Security teams translating technical findings into control language
References

Current notes, events, and source material

These items are included because they add useful evidence, framing, implementation detail, or upcoming context for teams working in this area.

GPT 5.5 Arrives, DeepSeek V4 Drops, and the Compute War Intensifies video thumbnail Play video
AI Explained YouTube April 24, 2026 video

GPT 5.5 Arrives, DeepSeek V4 Drops, and the Compute War Intensifies

GPT 5.5 full analysis, plus DeepSeek V4 paper highlights, comparisons with Mythos, a vibe-coded game w/ GPT Image 2, and 50 data-points you wouldn’t get from just reading the headlines. https://80000hours.org/aiexplained Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcounci

Model EvaluationAI ComplianceAgent Security
Open notes Watch on YouTube
OECD.AI Wonk March 1, 2026 news

Deadline extension 20 March: Global call for ‘Governing with Artificial Intelligence’: Share your initiatives and insights on AI-driven innovation in government

OECD launches a Global Call for Governing with AI, inviting governments to share AI use cases, policy initiatives, and implementation tools to support trustworthy AI in public administration. The post Deadline extension 20 March: Global call for ‘Governing with Artificial Intelligence’: Share your initiativ

AI Compliance
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European Commission January 27, 2026 framework

AI Act

The European Commission’s AI Act hub centralizes the EU’s risk-based AI compliance framework, implementation guidance, and enforcement resources.

AI Compliance
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