NVIDIA’s $7B Poolside Bet: Why Open-Weight AI Is a Hardware Strategy

NVIDIA CEO Jensen Huang on stage pointing to three open rack-scale AI server hardware modules and GPU compute trays.

NVIDIA is committing approximately $7 billion around AI startup Poolside, channeling the lion’s share of that capital into open-weight model initiatives. At first glance, this looks like an economic contradiction. Why would the world’s undisputed sovereign of accelerated computing spend billions developing architectures and weights that developers, enterprises, and sovereign nations can download, modify, fine-tune, … Read more