@article{stochasticchaoswhydeterministicinference, title = {Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition}, author = {Tanmay Joshi and Shourya Aggarwal and Anusa Saha and Aadi Pandey and Shreyash Dhoot and Vighnesh Rai and Raxit Goswami and Aman Chadha and Vinija Jain and Amitava Das}, year = {2026}, eprint = {2601.07239}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.07239}, }