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ThermoQA: A Three-Tier Benchmark for Evaluating Thermodynamic Reasoning in Large Language Models

ThermoQA's three-tier benchmark reveals significant gaps in how well current LLMs can reason through thermodynamic problems, even those with deterministic correct answers.

Thursday, April 23, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

ThermoQA introduces a three-tier benchmark for evaluating how large language models reason about thermodynamic concepts and problems. This provides a structured framework for assessing LLM capabilities in specialized physics domains.

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