A recent test evaluating Large Language Models on undergraduate music theory revealed that current models perform exceptionally well, surpassing the difficulty of the designed benchmark. GPT-5.6 Sol achieved a perfect score, while other advanced models like Claude Sonnet 5 and GPT-5.5 also scored highly. Notably, some newer models like Gemini-3.1 Pro performed worse than their predecessors, a phenomenon the author could not explain. AI
IMPACT Demonstrates advanced reasoning capabilities in LLMs, potentially impacting educational assessment tools and the need for more sophisticated benchmarks.
RANK_REASON The item describes a test of existing LLMs on a specific academic subject, not a new model release or significant industry event. [lever_c_demoted from research: ic=1 ai=0.7]
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