Moats

Mustafa Suleyman, Microsoft’s AI CEO, believes this is the primary way AI companies will differentiate their products. It all comes down to personality

App layer is where most of the value is. Nothing has changed. Humans like a well designed focused UX that deeply solves a problem as a first class citizen, not a text box that tries to do everything.

Interface > Data > Models

While media still focuses on the “next best model” rat race, increasingly believe that the “interface” and “data” layers will further distinguish market leaders while the “models” layer becomes increasingly commoditized and pushed to the edge (becoming increasingly obvious as mobile chips get better and OSes g... See more

In Productive Uncertainty , Jerry Neumann wrote that “the only moat that can create excess value for a new startup is uncertainty” because “uncertainty keeps competition at bay long enough for a moat to be built.”

Execution is the only moat.

The ultimate competitive advantage is actually giving a shit about the problem you're working on. When Airbnb had just a few dozen employees, Rocket Internet raised $90 million and hired hundreds of people to clone and crush them.