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little m arXiv Paper: LLMs and Industrial Process Constraints
The paper arXiv:2609.16680 (15 September 2026) presents little m, an AI agent that synthesizes optimization models for industrial process control from text and diagrams, evaluated on IPC-Bench, a dataset of 50 scenarios. The authors state that the evaluation measures formulation quality and leaves out solver feasibility, formal physical validity and closed-loop performance. The analysis describes the failure mode of an invalid constraint on continuous dynamics and defines the three mandatory gates (feasibility check, physical invariants, human sign-off) that separate a competitive advantage fr
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