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Nurbek Tastan

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#artificial intelligence Review Sep 2026

Self-Adapting Group of Experts for Multi-Agent Reasoning

This work introduces SAGE (Self-Adapting Group of Experts), a training-free framework that uses answer agreement, prefix consistency, and reciprocal peer review to select a strategy donor and transfers the selected donor's reasoning strategy to the other agents while preserving their original roles.

Mohammad Atif Quamar, Nurbek Tastan, Karthik Nandakumar et al. · 0 citations

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