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Kevin Weil

OpenAI

3 debates 4 evidence cards 1 episode
AI Does AI fundamentally change how product teams should build, measure, and ship?

"Yes — iterative deployment and model maximalism replace traditional product playbooks"

AI What creates a durable moat for AI products?

"Speed and iteration ARE the moat in AI — the underlying technology changes too fast for traditional moats"

AI Should AI products ship fast or invest in reliability first?

"Ship fast and iterate publicly — model maximalism over excessive scaffolding"

OpenAI

OpenAI shipped image generation features that went viral (Ghibli-style images) by leaning into model capabilities...

OpenAI shipped image generation features that went viral (Ghibli-style images) by leaning into model capabilities rather than constraining them

OpenAI

3 million developers on the API creating usage-based feedback loops

ChatGPT maintaining dominance despite competitors sometimes having better models on specific benchmarks

OpenAI

The Lenny & Friends Summit panel where the eval-writing comment resonated most with the audience

Building OpenAI's deep research product: designing evals and product simultaneously, hill-climbing on eval performance

OpenAI

Bolt/StackBlitz working on their product for seven years until Sonnet 3.5 made it suddenly viable

OpenAI's Deep Research product where evals were co-designed with the product from day one

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