Simulator-grounded LLMs for industrial causal reasoning in wastewater treatment use a live simulator oracle, structured parameter injection, and plant-portable retrieval to support decision making.
Read the original at arxiv.org→arXiv:2608.05151v1 Announce Type: new Abstract: Wastewater operators need answers grounded in how their plant's variables interact and how fast effects propagate, not in generic pretraining text, when asking causal...
Original headline: "Simulator-Grounded Large Language Models for Industrial Causal Reasoning: Tool-Use, Structured Injection, and Plant-Portable Retrieval for Wastewater Treatment Decision Support"