[talldayo]

> But this time is different.

Is it? Time will tell, but it wasn't "different" even during the crypto craze when CUDA was literally printing money. We were promised world-changing ASICs just like with Cereberas and Groq, and ended up with nothing in the end.

When AI's popularity blows over (and it will, like crypto), will the market have responded fast enough? From where I'm standing, it looks like every major manufacturer (and even the Chinese market) is trying the ASIC route again. And having watched ASICs die a very painful and unsatisfying death in the mining pools, I'd like to avoid manufacturing purpose-made ICs that are obsolete within months. I'm simply not seeing the sort of large-scale strategy that threatens Nvidia's actual demand.

[iforgot22]

I don't have any hope for ASICs. GPUs are going to stay, but if enough big countries are only able to obtain new non-Nvidia GPUs, big corps and even governments will find it worthwhile to build up the ecosystem around OpenCL or something else. Before now, CUDA had unstoppable momentum.

Crypto mining was just about hash rates, so I don't think it really mattered whether you used CUDA or not. Nvidia cards were just faster usually. People did use AMD too, but that didn't really involve building up the OpenCL ecosystem, just making it run one particular algo. They do also use ASICs for BTC in particular, I don't think that died.