We just released a Zentropi skill that lets your AI agent build its own content classifiers. You describe what you want to catch, it writes the initial policy, benchmarks it on real samples, and ships a working labeler - accurate, cheap, and fast! Install it at github.com/zent…
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Dave Willner
Why they matter
Policy with public evidence across AI business, Models & releases, Policy & governance.
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Co-Founder at Zentropi. Formerly Head of Trust & Safety at OpenAI, of Community Policy at Airbnb, and of Content Policy Facebook. Strictly cold takes.
What they're sharing
GitHub - zentropi-ai/skills: Agent skills powered by the Zentropi content classification engine github.com
Meet CoPE-B: Frontier-Quality Content Classification You Can Self-Host blog.zentropi.ai
[What it Takes] For LLMs to Make Age-Appropriate Content Policies Enforceable quire.substack.com
Articles & links
@samidh.bsky.social and I are releasing CoPE-B today, the next version of our policy-adaptive content classifier. It delivers at-or-better-than-frontier classification while being self-hostable, faster, and cheaper to run. Full writeup with benchmarks at blog.zentropi.ai/meet-…
Making impossible safety challenges tractable is a lot of why we built Zentropi. Today @vaishnavi.bsky.social shipped a great example of what that means in practice - a set of open-source self-harm and suicide policies for teens: quire.substack.com/p/what-it-takes-for-llms-to-…
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