@article{deepreasoningingeneralpurposeagentsviast, title = {Deep Reasoning in General Purpose Agents via Structured Meta-Cognition}, author = {Dean Light and Michael Theologitis and Kshitish Ghate and Shuyue Stella Li and Benjamin Newman and Chirag Shah and Aylin Caliskan and Pang Wei Koh and Dan Suciu and Yulia Tsvetkov}, year = {2026}, eprint = {2605.11388}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11388}, }