AI Governance Gets Real Only After Deployment
Most AI governance programs are strongest at the exact moment the system is least exposed.
Before launch, organizations know how to look serious. They can write principles. They …
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AI Governance Gets Real Only After Deployment
The industry still talks about AI governance like the hardest part is agreeing on principles before launch. Recent work from NIST and OpenAI points to a different reality: the …
Read analysisNIST Maps the Hard Parts of Monitoring Deployed AI Systems
Summary: NIST published AI 800-4, “Challenges to the Monitoring of Deployed AI Systems,” on March 9, 2026. The report groups monitoring into six categories: …
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