Learn core chemistry AI concepts, tool selection, deployment, and evaluation. Looking for concrete tool combinations and setup steps? Explore Recipes.
A practical guide to eight chemistry and biomedical research agents: how tools, memory, planning and multi-agent roles work, which projects fit different tasks, and how to evaluate bounded autonomy with scientific oversight.
Compare eight chemistry and biomedical research agents by scientific role, inputs and outputs, tool dependencies, code and licence evidence, and reproduction barriers—without treating unrelated benchmarks as a leaderboard.
Plan bounded scientific agent workflows with inspectable inputs, limited tools, reusable skills, evidence-linked outputs and explicit human approval. Compare the roles of ChemCrow, PaperQA, Coscientist and Scientific Agent Skills without assuming tested interoperability.