2 papers
cs.CL2026
Empirical Characterization of Inference-Time Elicited Probability Transformations in Large Language Models
Mike Farmer, Abhinav Kochar, Yugyung Lee
Large language models increasingly rely on inference-time procedures such as chain-of-thought reasoning, self-refinement, retrieval augmentation, and verifier-guided revision, yet…
cond-mat.stat-mech2026
Transient Acceleration and Cross-Dissipation Interference in Fisher-Regularized Wasserstein Gradient Flows
Michael Farmer, Abhinav Kochar, Yugyung Lee
We study transient nonequilibrium dynamics in Fisher-regularized Wasserstein gradient flows and identify a sign-changing cross-dissipation mechanism generated by the coupling betwe…