Managing state in React is complicated. Humans are even more complicated. As developers, it's our job to deliver seamless and intuitive user experiences, but the sheer complexity of human behavior and the real world can make this harder than it should be. In this talk, we'll explore a radical new approach to app development where language models (LLMs) and reinforcement learning (RL) can be used to handle app logic in a more intelligent and human-centric way. We're bringing artificial intelligence to state management in ways that go much, much further than "call the OpenAI API and hope for the best". You will learn how you can leverage AI in your existing React apps to create the best UX possible, and peer into the future of AI agents.