Beyond Accuracy: A Geometric Stability Analysis of Large Language Models in Chess Evaluation

Xidan Song, Weiqi Wang, Ruifeng Cao +1

The evaluation of Large Language Models (LLMs) in complex reasoning domains typically relies on performance alignment with ground-truth oracles. In the domain of chess, this standa…