EP 53: Cognitive Surrender: The AI Engineering Mistake That Kills Projects

Podcast: Data Science With Sam · Soumava Dey

Opublikowano: 2026-11-03

Sam sits down with Ethan Lyon — principal AI engineer, Denver-based, MIT professional education background — for one of the most technically honest conversations on the show. Ethan has built AI systems, thrown them away, and learned more from the failures than the wins. He coined the term "cognitive surrender" to describe the mistake most AI builders make: handing everything to the AI without understanding it, and wondering why the project falls apart. This episode is a practitioner's guide to building AI systems that actually hold up — data trust, MCP architecture, knowledge graphs, self-improving skills, and the planning-first workflow that changes everyt...