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the ai hardware race: who will win the next decade?
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the ai hardware race: who will win the next decade?

Brian Craighead

brian craighead

ai architect & cto, green daisy

Nvidia’s latest earnings report dropped, and the numbers were, predictably, galactic. They obliterated expectations, cementing their position as the kingmakers of the AI industrial complex. This isn't merely a financial footnote; it’s a siren call, confirming that the AI hardware race is accelerating at a velocity that even market veterans at Green Daisy find breathtaking.

This isn’t solely about silicon anymore. Nvidia owns the GPU market, a veritable arms dealer supplying the computational firepower for data centres and every nascent AI application. But the true narrative here is the commoditisation of foundational AI models. This democratisation isn't reducing demand for infrastructure; it’s exploding it. Everyone wants a piece of the AI pie, and to bake that pie, you need Giga-watts of compute.

Consider the battlefield: as AI proliferates, the choke point shifts. The victor won’t just be the one with the smartest algorithm, but the one who can execute that algorithm at scale – efficiently and economically. Innovation in models remains critical, yes, but the sheer computational grunt required is biblical. Nvidia understands this, and they are capitalising with predatory precision.

For founders and established businesses, the implications are stark. Your AI product strategy is incomplete without a robust compute strategy. Are you optimising your cloud deployments? Are you evaluating specialised hardware? The cost and capability of your infrastructure will be the ultimate arbiter of scalability. Ignore this at your peril.

The pressing question, echoing through the boardrooms at Green Daisy and beyond, remains: how long can this reign endure? Will a pretender to the throne emerge to challenge Nvidia? Or will the current ecosystem calcify further? This period will be characterised by unremitting innovation in custom silicon and more diverse hardware solutions. The demand is simply too colossal for a single empire to govern indefinitely. We are witnessing a gold rush; the prospectors need spades.

So, what’s your wager on the next AI hardware leviathan?

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