Do We Need Complex Topology Control? Distinct-Peer Random Routing Improves Cost-Efficiency in Sparse Multi-Agent Debate
cs.AI
Submitted: 2026-09-22
Updated: 2026-09-22
Terminology
Sources
- Rethinking Multi-Agent Intelligence Through the Lens of Small-World Networks
- FragileFlow: Spectral Control of Correct-but-Fragile Predictions for Foundation Model Robustness
- SCOPE: Sequential Conformal Probing for Reliable OOD Rejection in LLM Services
- PathMark: Protecting Intellectual Property of Mixture-of-Expert LLMs via Path Watermarks
- Dive into Ambiguity: A*-Inspired Multi-Agents Commonsense Obfuscation Attack on LLM Prompts
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Training Verifiers to Solve Math Word Problems
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