Formal Optimisation
savanty vs NL4Opt, Chat LLMs and Hand-Written Solver Models
Where savanty fits: an LLM-to-Clingo pipeline compared with asking a chatbot, NL4Opt-style research systems, and writing an OR-Tools or MiniZinc model yourself.
constraint-satisfactionAnswer Set ProgrammingClingo