Samidh
@samidh.bsky.social did:plc:zfekat7e2s7iftys552ro7b4
Co-Founder at Zentropi (Trustworthy AI). Formerly Meta Civic Integrity Founder, Google X and Google Civic Innovation Lead, and Groq CPO.
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Samidh (@samidh.bsky.social) ist seit 1 September 2023 auf Bluesky. Das Konto hat 917 Follower, folgt 97 Konten und hat 109 Posts veröffentlicht.
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We've been using Zentropi's CoPE models on Roundabout, and have had immense success with them. One minor challenge has been the latency of evaluating multiple policies – exciting to see this evolution!
Post anzeigenThis sort of thing is really only possible when you have a multi-modal model that combines accuracy with speed in the way that CoPE does. Big foundation models can do the classification well, but aren't fast enough. Unspecialized small models are fast enough, but can't do the classification well.
Post anzeigenSome more cool stuff from @dwillner.bsky.social @samidh.bsky.social and the Zentropi folks!
Post anzeigenThis is SO INCREDIBLY EXTREMELY valuable! Writing policy is really difficult, whether it's designed for humans or machines.
Post anzeigenAs a result, this new optimizer has three distinct capabilities: policy-only correction rewrites the policy text to better match a labeled dataset. Label-only correction flags and fixes labels that no longer match the policy. Auto-optimization runs both in a loop until the whole stops improving.
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