Just caught Nvidia's latest earnings and honestly, the numbers are pretty wild. Q4 revenue hit $68 billion, crushing analyst expectations of $66 billion. Full-year revenue came in at over $215 billion with 65% growth. That's what happens when you have a near-monopoly on AI infrastructure.

What's interesting is the bigger picture here. Cloud providers like Amazon and Alphabet just increased their capex expectations by $120 billion to hit almost $700 billion this year. That's capital spending that directly translates to demand for Nvidia's chips. The CEO basically spelled it out on the call: compute drives revenue, and without investing in compute, there's no growth.

The real story though? We're still in the early innings. Everyone talks about GPUs for training AI models, but the actual opportunity is way bigger. As AI becomes the standard way computing works, Nvidia's addressable market expands dramatically. We're talking about transitioning entire data center workloads from traditional to AI-powered infrastructure. That's a multi-year tailwind.

Here's the thing that caught my attention: Nvidia stock has only gained about 4% since the start of 2026, even with all these delivered results. The valuation has compressed significantly. For a company that's positioned to capture a massive chunk of what could be a $2 trillion AI market in the next few years, that feels like a real opportunity. The market seems to be pricing in less upside than what the fundamentals suggest.

Companies are just starting to apply AI to actual real-world problems at scale. This isn't peak hype cycle stuff anymore - it's becoming infrastructure. And Nvidia is the company most likely to benefit as that shift accelerates. Whether you're looking at this as a short-term trade or long-term hold, the delivered earnings and the capex trends they're revealing tell you something important about where capital is flowing.