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New paper with Johannes Treutlein , Evan Hubinger , and many other coauthors! We train a model with a hidden misaligned objective and use it to run an auditing game: Can other teams of researchers uncover the model’s objective? x.com/AnthropicAI/st…

We're excited to announce the release of SAE Bench 1.0, our suite of Sparse Autoencoder (SAE) evaluations! We have also trained / evaluated a suite of open-source SAEs across 7 architectures. This has led to exciting new qualitative findings! Our findings in the 🧵 below 👇

Why is interpretability the key to dominance in AI? Not winning the scaling race, or banning China. Our answer to OSTP/NSF, w/ Goodfire's Tom McGrath Transluce's Sarah Schwettmann MIT's Dylan HadfieldMenell resilience.baulab.info/docs/AI_Action… Here's why:🧵 ↘️

This is a good place to mention - we hosted NEMI last year in New England, a regional interpretability meetup, with 100+ attendees. People outside the region welcome to join. We will likely do it again this year!

Exciting mech interp on toy reasoning models!