Comment by mrandish

Yes, NV took $800M of a $2B round in Reflection.ai.

NV's long-term strategic incentive in funding a semi-open model provider like Reflection.ai is to ensure competitive frontier models which fully leverage the NV proprietary stack (chips, interconnects, servers, CUDA) continue to be widely available and continue to offer performance worth a higher price to the most profitable market segments.

NV's ~75% margins on hardware(!) at >$100B/yr scale are historically unprecedented and still increasing, creating tectonic pressure on NV's largest customers (hyperscalers and frontier labs) to escape the "NV Tax" by gaining access to competitive frontier chips, servers, and/or middleware at lower margins. Why would NV help create semi-open models that threaten their best customers? Because as Jeff Bezos famously said, "Your margin is my opportunity" and that's turning NV's biggest customers into their largest existential threat.

At the moment, NV's moats blocking significant competition are almost unimaginably deep, but on a decadal time-scale, literal trillions of dollars are at stake. That's enough to get people thinking the unthinkable, making NV the biggest target in modern business history. It's to the point that it's almost "Everyone against NVidia" which is forcing all the big companies into playing 3D strategic chess on multiple time horizons at once, simultaneously working with, investing in and hedging against each other. It's a 'co-opetition' (https://en.wikipedia.org/wiki/Coopetition) race where the smaller players are grouping into tactical alliances and uneasy truces while the biggest players are spending billions to 'commoditize their complements' (https://gwern.net/complement) as NV is doing with Reflection.ai. This can create strange bedfellows overnight. I wouldn't be surprised to see some of NV's biggest customers, who compete fiercely against each other, pooling resources with NV's competitors to create a viable alternative to NV. This is the stuff Jensen has nightmares about, waking up in a cold sweat in his black leather pajamas.

NV doesn't need Reflection to be better than the best models or even be profitable. They just need to ensure a viable alternative to frontier lab's proprietary models: A. Remains widely available at low enough cost for all NV's other customers to buy, B. 'Works best on NVidia', and C. Stays close enough in price/perf to prevent any single proprietary model becoming as dominant in models as NV is in hardware. The Chinese semi-open models have been strategically convenient for NV but it'd be foolish to count on the Chinese govt continuing to subsidize them or Chinese models not getting blocked or limited by some governments. If it only costs a few billion, Reflection.ai being "good enough," especially for a semi-open, (near-)free, US-based model, is a cheap strategic hedge against long-term threats to NV's (near-)monopoly, especially when Jensen has trouble finding room to store the mountains of cash NV is piling up. When your margins are ~75%, there's literally no better place to put money except toward extending your dominance.