05/20/2026
Matt Trevithick '20 spent nearly a decade working across Syria, Iraq, and Afghanistan before coming to — and left with the foundation for a company.
Blank Slate, the AI-driven platform he founded, recently closed a strategic investment from a leading aerospace firm. The platform models individual forgetting curves and uses adaptive algorithms to close knowledge gaps for teams in defense, aerospace, and advanced manufacturing. The stakes are high by design: "If you don’t know how to jump out of a plane, that’s a problem," he says. "If you build a plane incorrectly, you're in the news."
The research behind it began at Yale Jackson, where Trevithick worked with Senior Lecturer Casey King on a randomized controlled trial showing that anticipated forgetting could be systematically reduced in cognitively healthy adults.
Now Trevithick is back — co-teaching "Field Operations in Global Affairs" with Senior Fellow Elliot Ackerman, focused on the practical mechanics of operating in complex environments.
"Jackson gave me the space to connect big ideas to real-world ex*****on," he said. "Coming back to teach, the focus is on closing that same gap for my students."
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Matt Trevithick is drawn to problems where failure is not an option. In zero-fail environments, the question is simple: how do you ensure the human mind performs reliably under pressure? Trevithick ’20 is the founder and CEO of Blank Slate, an AI-driven platform focused on workforce cognitive read...