On Feb. 28, a girls’ school in Minab, Iran, was struck three times during school hours. The roof collapsed, killing between 175 and 180 people—most of them girls aged 7 to 12. The U.S. eventually confirmed it had hit the site.

This week, Cy takes Virginia (and you) deep inside Project Maven—the Pentagon’s AI-powered targeting system, how it was built, who built it, and why the school was just the tip of a very bloody iceberg.

What we cover:

* The origin story: Marine intelligence officer Drew Cukor in Afghanistan in 2001, blind on the battlefield with nothing but Microsoft Office and Google Earth, and his two-decade obsession with solving that with technology.

* How Palantir—Peter Thiel’s data company, bootstrapped with CIA venture capital—became the backbone of the most expensive targeting system in U.S. military history. And why they nearly didn’t make it.

* What a kill chain actually is, why compressing it was always the point, and how layering large language models into Maven took targeting from 20 targets a day to 5,000.

* The Millennium Challenge war game of 2002 — a $250 million exercise where a retired Marine general sank the U.S. fleet in 10 minutes.

* How Pete Hegseth gutted the civilian harm teams, fired the JAGs, and eliminated the “roadblocks”—the people whose job was to check whether a school was still a school.

* And the fundamental question underneath all of it: is any of this actually making us safer, or is the product never really the point?

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Mentioned in this episode:

* Project Maven: A Marine Colonel, His Team, and the Dawn of AI Warfare, by Katrina Manson

* AlphaGo (Netflix)

* Millennium Challenge 2002

* Operation Spiderweb (Ukraine, 2024)

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