Tagged AMD · show all articles
Not one challenger, one strategy. A synthesis of eight genuinely different approaches to competing with Nvidia — merchant GPUs, custom ASICs, wafer-scale bets, and in-house hyperscaler silicon — and which approach actually has traction in 2026.
Most accelerator deals get announced as a unit count or a dollar figure. AMD and OpenAI described theirs in gigawatts of power consumption — a framing that says as much about the industry's real constraint as it does about the chips themselves.
AMD's absorption of inference-chip startup Untether didn't make headlines the way a multi-gigawatt hyperscaler deal does. It may say more about where AMD thinks the accelerator market is actually headed.