Find a story
Search Spins
Search titles, summaries, and missing voices across published articles — press releases, announcements, and media coverage.
2 results for “decision support”
Simulator-Grounded Large Language Models for Industrial Causal Reasoning: Tool-Use, Structured Injection, and Plant-Portable Retrieval for Wastewater Treatment Decision Support
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 questions such as "why is N2O rising?" or "what happens if I cut aeration by 20%?". We compare three concrete ways to ground a frozen Qwen2.5-32B-Instruct model in an architecturally interpretable wastewater simulator (CCSS-IX): a live simulator oracle (Method 1), structured parameter
Aug 7, 2026
Human AI Construction of Bayesian Networks for Operational Decision Support -- A Virtual Survey Approach
Researchers propose using LLMs as virtual expert panels to construct Bayesian Belief Networks (BBNs), combining human-like reasoning with statistical modeling to improve decision-support systems under uncertainty.
Jul 17, 2026