AI-Scientist

Why we included this project

AI-Scientist is a reference implementation of an LLM running a complete research project on its own. It handles the whole loop, from brainstorming hypotheses to writing and executing experiment code, analyzing the results, and drafting a paper, so you can observe an end-to-end agentic workflow rather than a single narrow task. The repo includes several template research tasks and example output papers, which makes it practical to study how the pipeline behaves and where it breaks down. Teams building their own multi-step research or analysis agents can borrow the orchestration patterns here, and anyone curious about agent capabilities gets a concrete, reproducible demonstration.