Google Co-Scientist entered peer-reviewed science in May 2026 when Nature published research validating its multi-agent hypothesis tournament in AML drug repurposing and liver fibrosis. Researcher registration opened at Google I/O 2026 via the Gemini for Science suite; an April 2026 study found AI scientific agents ignore available evidence in 68% of reasoning runs.