Lenny RachitskyHost of Lenny's Podcast | Author of Lenny's Newsletter

Anthropic's exponential mindset

10 Apr 2026 · 1 min

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Anthropic's leader argues AI capabilities are improving exponentially, opening markets orders of magnitude larger than today's. Unlike grocery delivery apps that improve 30-50%, AI product value could increase a thousand-fold in a short horizon, so the company must take large bets instead of incremental ones.

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If you look at anyone who's talking from Anthropic, we always talk about the exponential. Effectively, as model capabilities continue to grow on an exponential and the tools around them enable a better job of diffusing that into useful use cases, you basically just keep unlocking new markets where the value of those markets significantly dwarfs what the value of the previous markets were. I think that is like the core thing here. The future product value is an order of magnitude higher than it is today. But if I think about a grocery delivery app, in 2 years from now, even if you're shipping all these new products, as an end user, the value you get from that product maybe goes up like 30 to 50% if the company's done a really good job. It's not exponential though. But for Anthropic, it's not really that way because of the exponential product value coming from AI. The product value that we will deliver in 2 years' time is probably like 1,000x what it is today. There's so much value on offer. You need to shift more towards, okay, we need to take larger bets and we need to not miss the forest for the trees.