Ideas

A body of work.

Essays, talks, and frameworks on AI systems, product, venture, ownership, and company-building.

The Shift from Prototype to Production Is Accountability

Why production AI is judged not by how it performs when everything goes right, but by what happens when things go wrong.

Why the next AI companies will be built inside workflows and domains.

Why I believe the future belongs to people who can create value and own it.

Why many AI-native companies may start closer to the customer.

Why people who have built products and teams are well-positioned to back founders.

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