Benjamin Rubinstein

Why they're in the Luvo100

Rubinstein co-developed methods that give bounded, testable guarantees against poisoned training data. The 2025 research evaluates protection for both individual decisions and accumulated reward, contributing a more rigorous assurance approach for learning systems than accuracy testing alone.