ToxiEval-ZKP: A Structure-Private Verification Framework for Molecular Toxicity Repair Tasks

The project represents a novel application of zero-knowledge proofs to the domain of molecular science (toxicity repair). While technically sophisticated in its theoretical approach, the repository lacks community traction (0 stars) and currently serves as a companion to an academic paper rather than a production-ready tool. Its defensibility is low due to the lack of an ecosystem, and frontier risk is low as this is a niche intersection of cryptography and chemistry outside the current focus of general-purpose AI labs.