GPT-5.4 powered a near-autonomous AI chemist to optimize a complex medicinal chemistry reaction. Molecule.one partnered with OpenAI to demonstrate this agentic workflow in a lab setting. The system autonomously refined reaction conditions to improve yields. This proves that LLM-driven agents can execute high-precision physical science experiments with minimal human intervention.