Convergence Without Understanding: When Language Models Agree on Representations but Disagree on Reasoning

Under review at Journal of Machine Learning Research (JMLR)

Recommended citation: M. Usama and D. E. Chang, "Convergence Without Understanding: When Language Models Agree on Representations but Disagree on Reasoning," Journal of Machine Learning Research (JMLR), 2026.
arXiv