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Radial Consensus Score (RCS) is introduced, a simple, efficient, and training-free method for best-of-N$ selection that enables it to recover semantically coherent correct answers despite lexical fragmentation, and suggests that geometric consensus can serve as a scalable and reliable alternative to voting-based method...
Reasoning systems increasingly improve answers by incorporating additional context into the model's input, from multi-agent debate, where agents read their peers'responses, to self-refinement, where a model revisits its own drafts. In these systems, communication consumes context as one agent's output becomes another's...
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