Empirical Validation of the Classification-Verification Dichotomy for AI Safety Gates

This research empirically demonstrates the failure of classifier-based safety gates in self-improving AI systems and introduces a Lipschitz ball verifier as ...

Level: advanced

By Arsenios Scrivens

Category: discussion