AI Theory

Machine learning models can enable secure computations previously impossible with cryptography, achieving privacy and efficiency in Trusted Capable Model Environments (TCMEs).

Game-theoretic LLMs: Agent Workflow for Negotiation Games enhances large language model (LLM) rationality in strategic decision-making through novel game-theoretic workflows.

A new lossy compression framework handles reconstruction distribution divergence by integrating a bottleneck, extending minimum entropy coupling and offering guaranteed performance.