Shyam Sankar
Frontier Insights
Thesis: Modern deterrence hinges on software-driven mass and operational speed. The U.S. faces catastrophic industrial deficits—outproduced by China in shipbuilding and drones—while fossilized defense procurement favors legacy cost-plus incumbents over agile, founder-led disruption.
Strategy: Deploy battlefield-tested, mission-critical “alpha software” integrated with modular, consumable hardware. Replace vulnerable commodity SaaS with deep ontology layers and commercial dual-use tech to aggressively re-industrialize national defense.
Risks: Acute exposure to Chinese supply chains, capital misallocation, lagging 18-month retooling cycles, and institutional inertia that risks operational failure before autonomous deterrence scales.
Key Views & Dialogues
How AI Is Changing Warfare | Palantir CTO
Shyam Sankar argues that military innovation comes from heretics who build outside bureaucracy, while defense-specialist spending rose from 6% of major weapon-systems spending in the Cold War era to 86% today. His reindustrialization thesis links production capacity to innovation and AI productivity, with hundreds of founders now treated as “plan A” inside the Pentagon and more than $100B invested in their projects, making execution and cost-plus contracting key signals to monitor.
View summary (7)
- Sankar’s organizing thesis is that military innovation only ever comes from heretics — “they’re really founders” — with a categorical claim attached: “the only things that ever worked, the things that helped us win all the wars, were the things that the heretics actually did. Nothing that went through the machine delivered anything.” Hyman Rickover built the first nuclear submarine in 7 years from an office the Navy assigned him in the women’s restroom, and that ’50s-era sub force remains “one of our last remaining asymmetric advantages against the Chinese.”
- America has lost deterrence and, arguably, only started restoring it in the last year — Crimea 2014, the militarized Spratly Islands, Ukraine, gray-zone operations in the South China Sea — but Midnight Hammer and the Maduro operation were “massively deterring,” and Sankar has seen “more change in the Department of War in the last year than the prior 19 years.” Some new defense entrants are now discussed inside the Pentagon as “plan A” — “unrecognizable from the world I started in 2006,” with hundreds of founders building in the national interest with a US capital stack and over $100B invested in their projects.
- The industrial-base decay is quantified: in the Cold War era only 6% of major weapon-systems spending went to defense specialists; today it’s 86%. The 1993 “Last Supper” collapsed 51 primes to 5, and the real damage wasn’t lost competition but “financialization and conformity… you lost the crazy people.” Primes run ~9% operating margins at under 2x revenue — his fix is to make them more valuable and address cost-plus contracting, which he calls structurally “anti-heresy.”
- “The biggest lie that we bought from globalization is… we will do the innovation and they will do the production.” Innovation is downstream of production: the “Attention Is All You Need” paper came from a 3% improvement to Google Translate, WuXi went from pipetting-for-hire to 50% of all clinical trials being drugs created in China, and 80% of US generic drugs come from China in one way or another. Apple has spent “the equivalent on an inflation-adjusted basis in the last 5 years of two and a half Marshall Plans” building talent and capacity in China; “how about we try to spend one Marshall Plan here?” AI is “David’s slingshot” — a 50x-more-productive American worker changes the efficient frontier of what can be made here. He is a “re-industrialization maximalist”; friend-shoring “can let us off the hook too easily.”
- On AI value capture: “the value is going to accrue at the chips layer and at the ontology layer.” Models are commoditized — model companies are running up the stack while AI application pure-plays run down and reinvent AIP from first principles. Palantir’s delivery metric compounded from “inside of 8 weeks” two years ago to “it feels like a week.”
- The forward deployed engineering model he pioneered is “build software through back propagation” — validating outcomes “on the factory floor, in the foxhole,” not at the point of sale. It only makes sense when customers sit on a power law (solving the future-dweller’s problem puts you “5 years ahead of everyone else”) and when you can capture value downstream of customer economics; if you fit a Gartner box, “doing forward deployed engineering would be crazy.”
- Palantir’s talent machine: hire people who can turn “an inch into a mile,” irradiate them Hulk-style with problems they’re unqualified for (“your maximal rate of learning will be coincident with your maximum ability to tolerate pain”), and enable superpower/kryptonite discovery — because career ladders are “perfectly designed to make you feel comfortable that you are growing… but actually it’s all fake.” Sankar calls the company the Founder’s Factory.