Scholar Loop

Autonomous AI scientist that loops through literature review, experiments, self-critique, and write-up.

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Scholar Loop is an autonomous, multi-agent AI research system that runs a PhD-style workflow on a single-GPU budget: reading papers, finding a gap, running real experiments, reflecting, and writing and self-reviewing a paper, with deterministic guards against reward-hacking and hallucination built into the loop.

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