Causal Consistency Regularization: Training Verifiably Sensitive Reasoning in Large Language Models

Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma

Large language models can produce correct answers while relying on flawed reasoning traces, partly because common training objectives reward final-answer correctness rather than fa…