renee-jia/scholar-loop Python

An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.

⭐ 437Stars
🍴 55Forks
🐛 0Issues
🕐 2026-06-23Updated
ai-researchautonomous-agentsllm-toolsmulti-agent
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Why It Is Worth Watching

renee-jia/scholar-loop is worth watching as a Python project with 437 stars and 55 forks. Its main tags include ai-research, autonomous-agents, llm-tools, multi-agent. The project description says: "An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against…". It was last updated on 2026-06-23. The current dataset does not yet include enough history to judge whether the growth is stable. It is a useful candidate for developers who are comparing tools, tracking open-source trends, or looking for practical examples in this area. Before adopting it, review the README examples, integration cost, license, issue activity, and release cadence.

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