most citedChain-of-Thought Augmentation with Logit Contrast for Enhanced Reasoning in Language Models

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cs.AI2025

Coordination Requires Simplification: Thermodynamic Bounds on Multi-Objective Compromise in Natural and Artificial Intelligence

Atma Anand

Information-processing systems that coordinate multiple agents and objectives face fundamental thermodynamic constraints. We show that solutions with maximum utility to act as coor…