AI as the Sixth Intelligence Discipline: Rethinking Analytic Tradecraft with Kendrick Escobar
Show notes
Host Chip Usher sits down with Kendrick Escobar — former intelligence officer, founder of MAIK AI, and author of AI as the Sixth Intelligence Discipline — to explore how generative AI is reshaping the craft of intelligence analysis. Kendrick lays out his three-phase framework for AI's evolving role (tool, intelligence discipline, and peer), explains why AI-generated outputs deserve to be treated as a distinct new source of intelligence alongside SIGINT, HUMINT, and OSINT, and makes the case that AI agents will eventually function as true "digital peers" rather than mere tools.
The conversation digs into tradecraft for evaluating AI outputs, how mentorship — not prompting — will define the analyst's future role, the persistent challenge of hallucinations, and who ultimately bears responsibility when an AI-assisted product fails. A candid look at where human judgment still matters most as the intelligence community adapts to an AI-augmented future.
Intel at the Edge Podcast is a product of the Special Competitive Studies Project.