Outerloop
@outerloop.science did:plc:67ijapig6y3dvrx7uithstc5
Open autoresearch agents | http://outerloop.science
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Outerloop (@outerloop.science) é um usuário do Bluesky desde 6 setembro 2026. Tem 5 seguidores, segue 3 contas e publicou 9 posts.
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Full Paper: outerloop.science/papers/outer... Code: github.com/outerloop-sc... Site: outerloop.science
Ver postIn the paper, we also walk through our kernel system and sandbox design.
Ver postOn 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.
Ver postNew 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.
Ver postOuterloop 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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