Venture capitalist Chamath Palihapitiya laid out his four highest-conviction AI investment themes for 2026 at Binance Online on May 13, signaling that the AI capital cycle is shifting decisively toward the physical layer of the stack.
"The last decade has mostly been gearing up for this moment, which is this movement around AI. Most of it originally, I spent a lot of time swimming around in silicon and that part of the stack," Palihapitiya said.
The first theme, he said, is what he called "dirt to token" — the full vertical from land to inference. "It means the land parcel that wraps the data center, that wraps the racks, that then wraps the chips that generates the token. And right now, the cost of all of that is extremely high. The reason is because it's a very fragmented go-to-market."
The second theme covers two specific physical AI components he described as "the fulcrum assets." The first is prismatic LFP, "which is the power source of robotic AI." The second is actuation, "which is really around rare earths and the entire supply chain of the metals and materials that are needed to drive actuation."
The third theme is software — but not at the consumer layer. "The next software layer that has to sit on top of all this AI, which is more of like a control plane. That's largely where most of my current time is being spent."
The framing positions Palihapitiya squarely against the consumer-facing AI narrative dominating public conversation, and points to where some of the most sophisticated capital is now deploying.