What we’re learning.
Domain knowledge that emerges from each calculator — what the data actually says about the industries we build for.
MCP Is Not the New SEO
A viral take says AI agents are the new buyers of the internet, and any business without an MCP server will be invisible to them. The analogy fails, and the failure tells us what to build instead.
The Calculator and the Colleague
The AI industry is optimizing for calculator-properties — confident, fluent, accurate-on-the-test. The properties that make a colleague valuable are exactly the ones that pressure selects against. So someone has to build the colleague anyway. Here's how the studio model gets the work funded.
The Scribe Economy
Most prestigious knowledge work is a scribe job with better marketing. AI just made it obvious.
Information Has An Arc — And We Just Hit Stage 5
Why thirty years of leveling the playing field failed, and what's finally changing. A five-stage framework, with citations from Akerlof to the AI Index.