Jacob Steinhardt

Co-founder and CEO at TransluceAssociate Professor at UC Berkeley

Steinhardt studies why capable AI systems can pursue unintended goals and how their inner workings can be made understandable. His research maps reward hacking—when a system exploits flaws in its stated goal—and develops ways to uncover knowledge a model holds but does not reliably state. He also builds open tools for auditing frontier systems.