a16z General Partner Martin Casado discusses how financing structures for AI companies have fundamentally shifted from straightforward equity checks to complex compute deals.
“Like in the past, if you did a series A or a series B, like whatever, you're writing a 20 to a sixty million dollar check and you call it a day. Now you normally have financial investors or strategic investors, and then the strategic portion always still goes with like these kind of large compute contracts, which can take months to do.”
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Insight
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“It literally becomes an issue of like raise capital, turn that directly into growth, use that to raise three times more. And if you can keep doing that, you literally can outspend any company that's built. Not any company. You can outspend the aggregate of com…”
Martin CasadoFeb 19, 2026▶ 10:51Inside AI’s $10B+ Capital Flywheel — Martin Casado & Sarah Wang of a16z
AssertionNot checkable as stated
Casado: There is no compute supply overhang or 'dark GPUs'
“But we don't have a supply overhang. Like, there's no dark GPUs, right?”
Martin CasadoFeb 19, 2026▶ 4:13Inside AI’s $10B+ Capital Flywheel — Martin Casado & Sarah Wang of a16z
Insight
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“Another thing that is very different this time than in the history of computer science is, is in the past, if you raised money, then you basically had to wait for engineering to catch up, which famously doesn't scale. Like, the mythical man must take a very lo…”
Martin CasadoFeb 19, 2026▶ 8:08Inside AI’s $10B+ Capital Flywheel — Martin Casado & Sarah Wang of a16z
Opinion
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“And so I think we're seeing more kind of founder movement, you know, as a fraction of founders than we've ever seen. I mean, maybe since, like, I don't know, the time of like Shockley and the Traitorous Eight or something like that way back in the beginning of…”
Martin CasadoFeb 19, 2026▶ 14:27Inside AI’s $10B+ Capital Flywheel — Martin Casado & Sarah Wang of a16z
Opinion
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“We're actually seeing historic amount of M&A for basically aqua hires, right? That you like, you know, really good outcomes from a venture perspective that are effective aqua hires, right? So I would say it's probably net positive from the investment standpoin…”
Martin CasadoFeb 19, 2026▶ 17:09Inside AI’s $10B+ Capital Flywheel — Martin Casado & Sarah Wang of a16z
Opinion
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“I actually think that we've taken our eye off the ball in a lot of like just traditional, you know, software companies... We've got this kind of mania on these strong growths, and so I would say that that's probably the most under-invested sector right now.”
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