使用代理端到端运行生物信息学预测挑战赛

Run bioinformatics prediction challenges end to end with agents

Claude代理在黑客马拉松中运行了13个生物信息学预测挑战赛,涵盖文献、设计、代码、基准和报告;还有2个正在进行中,结果尚未经过人工验证.

安全科学与硬件 Claude Code Claude Gemini claude-cowork Bluesky · 2026-10-29

做了什么

At an AI hackathon, Pedro Beltrao's group let Claude agents work through 13 bioinformatics prediction challenges. For each one, the agents ran the whole pipeline: reading the literature, designing an approach, writing code, running benchmarks and producing a report. The post is an overview of what came out.

效果如何

Eleven of the 13 challenges had produced outputs, and 2 were still running. The post says this was before much human verification, so the quality of the results is unchecked.

试试这个 Prompt

I'm working on a prediction challenge in [bioinformatics area, e.g. protein stability or variant effect]: [paste challenge description and data link]. Review the relevant literature, propose a modeling approach, write the code, benchmark it against a simple baseline, and give me a short report with the results and caveats. Flag clearly anything you could not verify so I can check it myself before I rely on it.

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