A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability
arXiv:2605.09121v1 Announce Type: new
Abstract: Agents built on large language models (LLMs) rely on a range of reliability techniques, including retry, majority voting, and self-consistency, that have been developed in parallel rather than within a c…