agentic learning ai lab
@agenticlearning.ai did:plc:rlwz2dcrrxldhv5xkszfc2v4
AI research lab @nyu.edu led by @mengyer.bsky.social | Partially run by students | agenticlearning.ai
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agentic learning ai lab (@agenticlearning.ai) ist seit 22 Januar 2025 auf Bluesky. Das Konto hat 146 Follower, folgt 64 Konten und hat 22 Posts veröffentlicht.
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Full Paper: outerloop.science/papers/outer... Code: github.com/outerloop-sc... Site: outerloop.science
Post anzeigenIn the paper, we also walk through our kernel system and sandbox design.
Post anzeigenOn a nanoGPT training-speed benchmark, we reran three published systems on new seeds. Their gains shrank due to lucky seeds. With the same coding model, the systems reach similar scores. What's different is whether you can trust the reported numbers.
Post anzeigenNew paper: Outerloop: Open and Trustworthy Multi-Agent Autoresearch. In most open autoresearch systems, the agent grades its own results. Outerloop is a kernel that runs agents as untrusted programs and keeps measurement and review outside their sandboxes.
Post anzeigenOuterloop 0.6.0 is out. It now runs locally on a Mac, can use a local git forge instead of GitHub, and keeps a hash-chained, attested record of each agent run trajectory. Run "outerloop trajectory <run-id> --verify" to check one. github.com/outerloop-science/outerloop/releases
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