NVIDIA (NVDA) is in talks to invest around USD 2.5bln in Thinking Machines Lab, according to The Information

Investments of this kind sit within a well-established pattern at the chipmaker, which has built a large portfolio of stakes across AI labs and infrastructure startups, frequently in companies that are also customers of its hardware. That circular structure, vendor capital flowing into buyers of its own product, has drawn recurring scrutiny in past episodes of this kind, with the distinction worth drawing between strategic ecosystem investment and revenue financing. The target here carries additional weight given its founder's profile as a prominent former senior figure at a leading AI lab, and deals involving high-profile founder spinouts have tended to attract elevated valuations on limited operating history. Sourced to a single media report rather than a filing or statement, the customary sequence is confirmation or denial from the parties, followed by terms on structure, board representation and any compute commitments attached to the capital. For the equity, the established read-through is modest: deals of this size are immaterial against the company's cash generation, and prior comparable announcements have moved the stock only at the margin. What bears watching is whether the round implies reciprocal hardware purchase agreements, since that is the channel through which such stakes have historically fed back into reported demand.