Martin Casado, GP at a16z
AI may be the first major software wave more constrained by capital than engineering
We hosted Martin Casado for an SV Icons dinner last night with a group of Stanford founders, engineers, and investors.
Martin leads a16z’s infrastructure practice and is one of the sharpest thinkers and investors in AI. It was a great conversation across AI, robotics, open source, and how to think about where value will accrue as the market develops.
We shared a few takeaways from the evening on LinkedIn and X!
Our dinners are off the record, but a few ideas from the conversation stayed with me:
AI may be the first software wave constrained more by capital than engineering.
Capital can now convert directly into compute, capability, and demand.
Intelligence has a real marginal cost, fundamentally changing the economics of software.
Founders have to account for the next model, not just the one powering their product today.
Computers are advancing rapidly at reasoning, but embodied intelligence is a different problem.
Navigating an unpredictable 3D world is much harder than operating within a constrained environment.
Open source is strategically important, but the economics of keeping it at the frontier remain unresolved.
Great investors have conviction about the magnitude of a shift and humility about exactly where the value will accrue.
Grateful to Martin for an incredibly thoughtful conversation and to everyone who joined us around the table.