Bio is building a domain-specific research agent and surveying researchers first

melnykowycz · x · 2026-07-25

Bio says most research agents are trained on someone else’s idea of good evidence, and it wants to do it differently.

The team is building a research agent similar to BIOS, but tuned to each domain’s evidence standards and workflows. Before shipping, it is asking working researchers and builders how they actually do research, which sources they trust, and what the agent should never do without explicit sign-off.

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