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Content · 25 Oct 2026 · Video

Stanford turned 74 research papers into AI agents. Your how-to posts are a method too.

Stanford built a system that reads a research paper and turns the method in it into an agent, a little program that actually runs it. Tried on a hundred biology papers, 74 worked, and the agents got the test questions right roughly 91% of the time.

A method that's written down is one step from being a tool anyone can use. Five steps to a better landing page, how we got our first hundred customers: that's most founder content. Pretty soon people will hand it to an agent instead of watching someone explain it.

Apple saw this years ago. The Shot on iPhone billboards didn't explain the camera; they showed a photo someone took, with that person's name on it. Most founders are still the main character of their own posts. Make it the customer.

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