Can Autonomous LLM Agents Execute Multireference Quantum Chemistry Calculations?
It is demonstrated that contemporary LLM agents can autonomously execute and reproduce complex multireference quantum-chemical workflows, while highlighting the importance of structured reasoning frameworks for achieving reliable high-throughput and high-fidelity electronic-structure calculations.