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How to Build Verified AI Skills for Science at Scale

How can we trust AI agents to generate valid scientific insights? In this talk, Martin from Coordination Network dives into building expert-verified agentic workflows that are reliable, reproducible, and co-developed with scientists. He shares how verified skills can be designed, refined, and scaled using a transparent and modular platform—enabling human-in-the-loop feedback, reproducibility pipelines, and even retroactive public goods funding for contributors. From literature review agents to reproducibility scoring and tech tree mapping, this talk is a powerful roadmap for anyone working at the intersection of AI, open science, and DeSci. Presented at the Bio x AI Hackathon. Devfolio: https://t.co/3RsoKcaO3u Hackathon docs: http://ai-docs.bio.xyz/

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