Work

Debate Is Not Sampling

Year: 2026

Type: preprint

Abstract: The modal ceiling of test-time scaling does not transfer to multi-round debate: on 9,600 public traces three-agent debate beats the round-0 modal-hit rate on weak models and corrects 31–45% of problems where all agents started wrong. The correlation ceiling does transfer: inter-agent correlation rises every round and the panel is one effective voter by round 3. Pre-registered, zero inference cost.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23133059

Author: Latipov, Aziz

Language: English

Topic: Multi-Agent Systems and Negotiation

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7219606788

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