@article{frommetathoughttoexecutioncognitivelyali, title = {From Meta-Thought to Execution: Cognitively Aligned Post-Training for Generalizable and Reliable LLM Reasoning}, author = {Shaojie Wang and Liang Zhang}, year = {2026}, eprint = {2601.21909}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.21909}, }