My First Million

Snapshot · My First Million

Brainstorming business ideas with a billion-dollar founder

Explore episode Jul 10, 2026

Where this was said

There's always a new freak

At 23:34 · chapter starts 23:19

Pincus has a second investment trigger beyond the 60% DAU-to-MAU rule: when a company keeps beating its own projections cycle after cycle, write the check without negotiating price. He applied this to Revolut — Europe's largest online bank — investing across multiple rounds purely by watching them beat their six-months-earlier projections, without ever shaking the founder's hand. The same framework applies to Anthropic, which he initially skipped at a $5 billion valuation because he worried there would not be room for a second large language model and doubted their ability to raise enough capital. Amazon's lead round changed everything — suddenly capital access was secured — and Pincus invested at approximately $180 billion, declining to be paralysed by having missed a 10x return. He also offers a broader prediction: whatever we think about how big AI companies will get, we will underestimate it. He once thought $300 billion was a ceiling for tech companies; today he believes AI leaders will reach $10 to $30 trillion. The lesson from every platform shift is the same: the market always undershoots.

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