Dario and Daniela Amodei join Anthropic CPO Ami Vora for a wide-ranging conversation about riding the exponential — 80x annualized growth in Q1 2026, the SpaceX compute deal, the path to a one-person billion-dollar company, and how Anthropic thinks about shipping fast without losing safety.
Daniela opens with Anthropic's internal metaphor: an inflected roller coaster going straight up, with her and Dario riding the front and back getting different types of whiplash. The experience is exhilarating and disorienting simultaneously — fun, full of adrenaline, with some uncertainty about who's operating the ride.
Dario describes predicting the exponential through scaling laws over a decade ago — writing down graphs that said Claude would cost a thousand dollars to train, then ten thousand, then hundreds of billions, and would reach specific capability thresholds. Seeing those predictions come true is remarkable and yet still shocking. The Interstellar analogy: knowing the math of general relativity intellectually is nothing like seeing 2,000-foot waves on human scale.
In Q1 2026, Anthropic saw 80x annualized growth in revenue and usage against a plan for 10x. The SpaceX compute deal is one response. Dario hopes for "a mere 10x" in future quarters. The compute will be passed on to developers as fast as possible.
Daniela argues that developers are the most important Claude users for several reasons: they give honest feedback (hard to get), they build the most transformative products in every industry, and they are a foreshadowing of how AI will diffuse across the broader economy. Software engineers are fastest to adopt; their experience with Claude today is a preview of what every knowledge worker will experience in 2-3 years.
A year ago, Mike Krieger asked Dario when the first billion-dollar one-person company would exist. Dario said 2026. Progress: two-person companies worth hundreds of millions. Seven months left in 2026. On the exponential, that's "an eternity." The underlying thesis: AI removes the resource accumulation barrier that previously required teams of hundreds. Vision + Claude = execution.
Dario outlines three trends:
The one thing Dario is most excited about in the next six months: "thinking at the level of the organization rather than just one person." Not just AI doing the work of many people for one person, but AI operating within an organization of humans — multiplying the effectiveness of teams rather than individuals.
The conversation turns to product philosophy. Dario distinguishes building products for AI versus building products with AI. Key insights:
Daniela describes Anthropic's core cultural value: hold light and shade — simultaneously seeing the enormous potential and the real risks of this technology. The "shade" isn't pessimism; it's responsibility. Deploying powerful models means accepting that developers build their entire businesses on that foundation. The dance between "release as fast as possible" and "be careful about security vulnerabilities" is the constant practice.
Daniela's favorites from the Claude ecosystem:
"Never in a million years would I have thought of it. But it's so meaningful."
"We planned for anything from it only grows a little to it grows 10x and yet we saw 80x. That is the reason we have had difficulties with compute."
"There's been like two-person companies that are $1 billion built with AI. There's been like one person that's worth several hundred million. We've got seven more months in 2026. And that's an eternity on the exponential."
"Developers are really the backbone of how we learn, how we build better tools for all of you. And I think that's a really special relationship that we feel like pride in and also a responsibility towards."
"We want to kind of we want to kind of farm a bunch of things out to your [agents] and maybe some of the [agents] farm things out to other [agents] — working our way up to the country of geniuses in a data center."
"If you want to think about what's next when something's working really well, you should always think about AMD's law — you speed one thing up, what are the things you're not speeding up?"