A Harvard professor trained AI Claude to a second-year physics grad student level in two weeks. The AI independently completed a research paper through task decomposition and intensive dialogue, working with models like GPT-5.2. The tutor provided only guidance, not direct calculations. This signals AI's evolution into a capable research partner for complex scientific exploration.