Discovery is moving from static data retrieval toward systems that understand why a user is searching, not just what they type. The next generation of search experiences must merge precise recall with adaptive reasoning.
Exploring how generative AI transforms static knowledge into dynamic, adaptive learning experiences. From fixed formats to fluid, contextual understanding that reshapes education and content consumption.
As generation costs collapse, distribution shifts from routing static content to generating the right content instance for each context. This post argues that future content platforms will distribute by generation, not retrieval.
When problems are ambiguous, the limiting factor is often not answer quality but question quality. This piece explores why framing better questions is the real leverage point in AI-assisted thinking and product work.