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The Rise of FreePhD: How Multiagent Systems are Reimagining the Scientific Method

The Rise of FreePhD: How Multiagent Systems are Reimagining the Scientific Method In today’s AI landscape, most “autonomous scientists” still behave like obedient lab assistants: they follow rigid checklists, produce results, and stop when the checklist ends. But science, as any human researcher knows, is not a checklist—it’s a messy, self-correcting process of hypotheses, failed attempts, and creative pivots. That is precisely the gap freephdlabor seeks to close. Developed by researchers at Yale and the University of Chicago, this open-source framework reimagines automated science as an ecosystem of co-scientist agents that reason, collaborate, and adapt—much like a real research group. Its tagline might as well be: build your own lab, minus the PhD. ...

October 25, 2025 · 4 min · Zelina