This site has 158 blog posts.7/9/2026How Robust Are Natural Language Autoencoders to Initialization?mats programAI5/24/2026Eval Cooperativeness May Be a Scalable Mitigation for Eval Gamingcorrigibilitymats programAI2/14/2026Prettify Your Text In-Browseropen sourcewebsitewriting1/20/2026No Instrumental Convergence without AI Psychologyinstrumental convergencecritiqueAI12/23/2025Recontextualization Mitigates Specification Gaming Without Modifying the Specificationspecification gamingmats programAI12/23/2025Apply for Alignment Mentorship From TurnTrout and Alex Cloudmats programshard theorycommunityAI12/18/20252025-Era “Reward Hacking” Does Not Show that Reward Is the Optimization Targetreinforcement learningspecification gamingAI11/22/2025Output Supervision Can Obfuscate the CoTreinforcement learningspecification gamingmats programAI11/6/2025Advanced Privacy Despite Authoritarianismunderstanding the worldopen sourcepracticalcommunityprivacy11/6/2025Consistency Training Helps Stop 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