Frontier LLMs from mid-2024 to late-2025 reach near-perfect scores on text-based physics problems and show improved human alignment in grading, but assigning partial credit for flawed reasoning remains difficult.
Wanget al., Large language models for education: A survey and outlook, IEEE Signal Processing Magazine 42, 51 (2025)
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Using Large Language Models in Physics Education
Frontier LLMs from mid-2024 to late-2025 reach near-perfect scores on text-based physics problems and show improved human alignment in grading, but assigning partial credit for flawed reasoning remains difficult.