Five Whys as an Epistemic-Honesty Scaffold for Multi-Agent LLM Analysis of Industrial Time Series
Vol. 17, Issue 8 (2026)Multi-agent large language model (LLM) pipelines increasingly analyse industrial time series. Where the true causes lie outside the recorded signal, they tend to report confident, plausible-sounding mechanisms not ground…