Using GPT-5.4, researchers from OpenAI and Molecule.one developed a near-autonomous AI chemist to refine a complex medicinal chemistry reaction. The system autonomously iterated on reaction conditions to improve yields. This demonstrates a practical leap in agentic workflows for lab automation. Practitioners can now accelerate lead optimization by reducing manual trial-and-error cycles.