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AI Ate Again

ai opportunities investing stock market trading Aug 27, 2026

Apparently, nobody told Nvidia the AI boom was supposed to be getting tired. While Wall Street has spent months debating bubbles, stretched valuations and whether companies could possibly keep throwing this much money at artificial intelligence, Nvidia casually showed up with revenue that more than doubled and an outlook calling for 70% growth in fiscal 2028. Analysts were expecting around 44%. That’s not a beat. That’s showing up to a 5K and discovering Nvidia brought a motorcycle.

And here’s where it gets really interesting: Nvidia says demand is actually higher than that 70%. The thing holding them back isn’t customers getting cold feet. It’s the fact that they physically can’t supply enough product. Read that again, because it cuts straight through a lot of the noise surrounding this trade. Wall Street keeps asking, When does everybody stop buying this stuff? Meanwhile Nvidia is basically saying, We’ll let you know when we can make enough of it.

Investors got the memo. Nvidia jumped roughly 7%, semiconductor stocks took off around the globe, and the excitement spilled into cloud and infrastructure names. But this wasn’t just another episode of Everybody Buy Chips Because Jensen Said Something Nice. Salesforce rallied after beating revenue expectations, and Okta soared more than 20% while pointing to booming demand from agentic AI. Translation: companies aren’t just putting “AI” on PowerPoints to make the board happy anymore. They’re writing checks.

Then Nvidia decided apparently owning the tollbooth wasn’t ambitious enough. Reports say it has agreed to buy Hugging Face — one of the biggest hubs for open-source AI models — for $12.9 billion. Think about the chessboard here. Nvidia already sells the hardware everybody needs to build AI. Now it’s potentially buying its way deeper into the ecosystem where developers actually create the models and applications that need that hardware. Selling the picks and shovels was a pretty great business. Owning more of the gold rush? Even better.

Now before somebody tattoos “NVDA” on their forearm, none of this means price suddenly doesn’t matter. It does. There will be overhyped companies, stupid valuations and plenty of businesses that discover adding the word “agentic” to an earnings call is not, in fact, a business model. But investors need to separate two very different arguments: This is expensive and this is over. Those are not the same sentence. And right now, the actual numbers are making the second argument pretty hard to defend.

For months, investors have been staring at AI like the waiter just asked if we saved room for dessert. Surely we’re full. Surely we’ve overdone it. Surely nobody needs another bite. Then Nvidia walks in with demand outrunning supply, a 70% growth forecast and potentially a $12.9 billion shopping bag. Maybe the smarter question isn’t whether the table is too crowded. Maybe it’s who keeps getting fed.

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