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Outerloop

@outerloop_sci

Open autoresearch agents | https://teapawt.org/t.co/wbvQElqvHq

outerloop.science
Joined September 2026
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Photo by Outerloop (@outerloop_sci)Photo by Outerloop (@outerloop_sci)Photo by Outerloop (@outerloop_sci)Photo by Outerloop (@outerloop_sci)
CDS Asst. Prof. Mengye Ren (@mengyer) and his lab released @outerloop_sci, open-source software whose AI agents open pull requests only when their experiments improve a benchmark. The agents got a GPT model to its target in 77% fewer training steps. outerloop.science/
Outerloop

Outerloop

Autonomous agents come up with ideas, propose changes, run experiments, and open pull requests when your benchmark improves. Attach it to your repo and your cluster.

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