Where the term shows up ## Where the term shows up in this channel’s material Deep personalization appears in the channel’s conversation with Edwin Chen, Building a School Where AI Models Learn About Humanity, in the context of how AI systems are shaped around individual people. The conversation contrasts the dominant mode of personalization — systems tuned to optimize engagement — with a different goal: models that push you to grow. That contrast is where the idea of deep personalization lives: not surface-level recommendations, but adaptation to a person’s development as a human being. Explore this distinction alongside the video’s larger story — training framed as a school for AI, benchmarks from high-school math to research-level Erdős refutations, and the shift from static datasets to RL environments — to understand why personalization is treated as part of how models come to reflect humanity rather than merely hold attention.