Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement
Paper LLMs & Texto

Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement

Delayed verification in multi-agent LLM systems can cause instability leading to oscillations, but grounded factual answering stabilizes the system by making truth an absorbing bou…

Hugging Face · Daily Papers ·Igor Itkin · ·▲ 2 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Igor Itkin

  • 2 upvotes da comunidade
  • Temas: multi-agent LLM systems, verifier agents, critic agents, hallucinations, delayed consensus, graph theory

Resumo

Resumo original (em inglês), extraído do paper:

Delayed verification in multi-agent LLM systems can cause instability leading to oscillations, but grounded factual answering stabilizes the system by making truth an absorbing boundary.

Onde ler

compartilhar: