Episode summary
Anthropic at $2 Trillion? The AI Bubble, and Why the Best Startups Always Look Overvalued
How I Invest With David Weisburd
· · 1 hr 3 min · Hosts: David Weisburd · Guests: Matthew Harris
Summary
Matthew Harris argues that AI investing is moving from a broad boom into a consensus market, where a few “anointed” winners attract most of the capital and everyone pays up for the same names. He says that dynamic can create a bubble, but it can also be rational in a power-law industry, because the best startups often look expensive at every round and still become the biggest winners.
He says Bain Capital Ventures learned, at times the hard way, that valuation discipline can cause investors to miss exceptional companies. The firm’s recent strategy is built around two themes: robotics and AI-native services, especially businesses that do the work inside industries like insurance, law, health care, and earth-moving rather than merely selling software to them.
Harris is bullish on the scale of the opportunity, saying the market may expand beyond 8 billion human users as agents create new demand. He thinks OpenAI and Anthropic face major strategic constraints because they earn so much from corporate customers, and he believes compute access, model capability, and cap-table structure could decide whether a reported $2 trillion Anthropic valuation is justified.
Key takeaways
- Matthew Harris says venture is now a consensus market, with capital piling into a small number of anointed AI leaders.
- He argues Bain Capital Ventures historically missed some power-law outcomes by being too sensitive to price.
- Harris says Bain’s two biggest current themes are robotics and AI-native services that actually do the work in industries like insurance and law.
- He believes OpenAI and Anthropic are unlikely to directly attack major customers like insurers and law firms because those customers are now too important to their revenue.
- Harris thinks agents could expand the AI market beyond 8 billion humans and make current token demand look early.
- He says a $2 trillion Anthropic valuation can be reasonable if hypergrowth continues and the cap table is strong at the IPO.
Notable quotes
“we are definitely like months and quarters away”
“we're in a consensus market”
“super intelligence will be here. Abundant super intelligence will be here”
“the prime battlefield in the next 5 years”
How the episode opens
All it would take is one misstep to sort of blow the top off this bubble, like, you know, November 2021. — Today, if I use an analogy of a baseball game, what inning would you put us in terms of the bubble of AI?
I'll answer one way, which is to say, if this is like other technology waves, we're in the eighth inning. If this is just like any like the SaaS transformation, which I would say sort of started 2012, 2013, and then ended in extraordinary fashion in November 2021, aided by COVID, aided by rates going down, all sorts of factors. If AI turns out to be like SaaS, which is to say, yet another chapter in the book of technology, but not a game changer, per se, then it probably won't be November 2026, but we are definitely like months and quarters away.
How would you describe that so many of the winners are, quote unquote, overvalued? They have extraordinary founders. — They have extraordinary ambition. Those elements that led to them being these hyperscale winners were present at the time. Multiple thoughtful investors saw those characteristics, the extraordinary nature of the Collison brother leadership, or Eric at Ramp, and said, "You know what? I will definitely pay 50% more on a multiple basis to back these individuals because of the scope of their ambition and the quality of their leadership." But, um we also have this phenomena where the winners are
So, Matt, when I looked at your performance at Bain Capital, you guys are perennially top quartile, but you don't seem to have any power law outcomes. How is that? — I will say we we have unrealized companies now, Crusoe being one example, where we led the pre-seed and the seed that will surely return multiples of its fund.
From the episode’s captions: roughly the first two minutes, lightly cleaned. Keep watching on YouTube →
Topics
- ai valuation
- venture capital returns
- ai investment bubble
- consensus investing
- compute access
Companies and tickers mentioned
- Bain Capital Ventures
- OpenAI
- Anthropic
- Juniper Square
- AlphaSense
Watch the episode
Summary, takeaways and quote selection by Octagon. Quotes are short excerpts; the full conversation is in the episode.
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Finding the Next Anthropic, Quantifying Venture Capital, and the Science of Picking Winners -
Why 95% of AI Projects Fail, Anthropic still at $2T?, and Why AI Is Still in the First Inning -
Peter Thiel's 27-Year Partner on the AI Bubble, the Venture Capital Crisis, and the PayPal Mafia -
Why Venture Is Eating Public Markets, Picking Great VCs, and the AI Boom w/Brijesh Jeevarathnam
How I Invest With David Weisburd, this episode and its artwork belong to David Weisburd. Octagon is not affiliated with the show; this page is an independent summary.
