Ilya Levin

By leveraging a structured Fisher-based hypergradient, this approach reduces the complexity of inverse reinforcement learning, achieving competitive policy performance without the heavy computational burden of traditional methods.

Human-AI interaction isn't just augmentation, it's a new cognitive entity with its own emergent "vibe," demanding we rethink epistemology and education.

Generative AI's knowledge isn't about symbolic reasoning or statistics, but about navigating the high-dimensional geometry of learned semantic spaces.