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Image for When AI Systems Learn During Deployment, Our Safety Evaluations Break
January 7, 2026

When AI Systems Learn During Deployment, Our Safety Evaluations Break

The Current Paradigm: Today's large language models follow a largely linear lifecycle: Train → Freeze → Evaluate → Deploy–and you may say more evaluation post deployment or pre deployment, but that doesn't change anything in the → process. 

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Image for Advancing safe and beneficial AI adoption in Global Majority countries
December 11, 2025

Advancing safe and beneficial AI adoption in Global Majority countries

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Image for Effective AI Governance Requires Verification: Here’s What Can Be Done
October 17, 2025

Effective AI Governance Requires Verification: Here’s What Can Be Done

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Image for The Extreme Inefficiency of RL for Frontier Models
October 9, 2025

The Extreme Inefficiency of RL for Frontier Models

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