Nvidia saying it could sell twice as many chips next year got most of the attention, but I keep looking at what has to sit behind those chips.

AI data centers don’t run on GPUs alone. They need electricity, cooling, networking, transformers and increasingly specialized infrastructure. Reuters recently highlighted how companies supplying power and cooling are seeing stronger demand as data-center construction accelerates.

That makes me wonder if the next AI investment story is less about finding another “AI stock” and more about owning the infrastructure required to keep the compute boom running.

But there’s a catch: capital spending is enormous, valuations are already elevated in parts of the AI ecosystem, and some infrastructure projects depend heavily on continued AI spending.

Maybe the real question isn’t whether AI demand is real. It’s how much spending can stay economically productive.

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