LLMs reach near-ceiling performance on explicit QFT and string theory derivations but degrade when required to reconstruct omitted reasoning steps or resolve implicit tensions under global consistency constraints.
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Grading the Unspoken: Evaluating Tacit Reasoning in Quantum Field Theory and String Theory with LLMs
LLMs reach near-ceiling performance on explicit QFT and string theory derivations but degrade when required to reconstruct omitted reasoning steps or resolve implicit tensions under global consistency constraints.