Preprint
Sep 2026
Where the LLM Ends and Reliable Decisions Begin
Systems that turn natural-language descriptions of optimization problems into solver-ready code generally use a language model at every stage, including the final translation from a mathematical formulation into executable model-building code. We propose the ANVIL compiler architecture, where we separate these concerns...
Priyadarshan Patil, A. Basu, Vikas Reddy et al.
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