Sakana's AI Scientist v2

Fully autonomous research system that automates the entire scientific lifecycle: generates ideas via agentic tree search, searches literature on Semantic Scholar, writes and executes experiments, analyzes results, and produces complete LaTeX papers with citations. First AI system to pass peer review at a top ML conference.