The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability 事件

The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability arXiv:2605.30628v1 Announce Type: new Abstract: Universal LLM reliability is not a finite-library problem: across all possible tasks, tools, schemas, knowledge sources, and evaluator expectations, new intervention-distinguishable failure modes can appear without bound, so no finite intervention dictionary can guarantee bounded residual error for every such mode. But deployed systems do not operate over the w