How this channel uses the term In the channel's material, AI-durable describes a deliberate positioning choice. Boulton and Watt, which the conversation calls the “slowest startup incubator in the world,” explains that they build AI-durable rather than AI-native businesses — companies designed to keep their value even as AI capabilities shift, rather than businesses whose entire premise depends on the current state of AI. Why the distinction matters The same conversation frames this alongside their incubation model, the Matthew Bolton agent, and a greenfield-versus-mature-company pattern for bringing AI into discovery and operations. Exploring those pieces together helps you understand where an AI-durable approach fits: the goal is a company whose advantage survives the next model generation, not one that only works while today's tools stay unchanged. - AI-durable companies are built to retain value as AI evolves, in contrast to AI-native businesses. - The term comes from Boulton and Watt's account of running the “slowest startup incubator” and choosing durable positioning. - It connects to the channel's broader exploration of the greenfield-vs-mature-company AI pattern and their incubation model.