AI models that simulate internal debate dramatically improve accuracy on complex tasks

A new study reveals that top models like DeepSeek-R1 succeed by simulating internal debates. Here is how enterprises can harness this "society of thought" to build more robust, self-correcting agents.
IEEE

CRB Solving For Two-Hop MIMO Collaborative Systems Based On Nested PARAFAC Model

Abstract: In two-hop MIMO collaborative systems, a nested PARAFAC model is constructed at the destination node to facilitate joint channel and symbol estimation using the BALS algorithm. This paper ...
IEEE

Hybrid Data-Model Driven Flexible Convex Polyhedron Construction for Solving Optimal Electricity-Heat-Gas Flow

Abstract: The integration of electricity, heat, and gas networks introduces additional dimensions of flexibility, but the complex network topology makes power dispatch challenging. This paper presents ...