Phantom Gains: Auditing Self-Improvement Against a Measured Null

Cheng Xu, Nan Yan, Liming Chen +1

Whether a language model has improved itself is increasingly judged not by mean accuracy but by which individual problems it gains and loses. Tracking these transitions means diffe…