A Lean 4 system models patent claims as DAGs with match scores in a verified complete lattice and supplies kernel-checked certificates for coverage calculations and five IP use cases, conditional on unverified ML inputs.
PatentScore: Multi -dimensional Evaluation of LLM - Generated Patent Claims
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Formally Verified Patent Analysis via Dependent Type Theory: Machine-Checkable Certificates from a Hybrid AI + Lean 4 Pipeline
A Lean 4 system models patent claims as DAGs with match scores in a verified complete lattice and supplies kernel-checked certificates for coverage calculations and five IP use cases, conditional on unverified ML inputs.
- LLM Harms: A Taxonomy and Discussion