Nvidia and Meta both made moves this week that tell you where AI is really headed, and it ain't just chatbots anymore. Compute, cameras, and cash are the story right now. Here's what happened and what I think about it.
Nvidia and AWS Are Dropping Two Million GPUs Into the Cloud
Nvidia and Amazon Web Services are scaling up their partnership in a big way, planning to deploy two million GPUs to power what they're calling agentic and physical AI infrastructure. Two million chips is not a typo. That's a buildout on the scale of a small country's power grid.
Why it matters: this isn't about training a smarter chatbot anymore. Agentic AI and physical AI, meaning robots and autonomous systems that act in the real world, need compute running around the clock. This deal is a signal that the next phase of AI spending is about inference at massive scale, not just bigger models.
Robert's take: I've said it before, the real edge right now isn't the model, it's the electric bill. Whoever can plug in two million GPUs without the lights flickering wins the next round. AWS and Nvidia locking arms this tight tells me the next fight in AI is about who owns the power plant, not who has the cleverest prompt.
Meta Finally Does Something Sensible With Its AI Glasses
Meta is updating its AI glasses so they actually stop recording when someone covers up the little capture light. The move comes after complaints about covert filming and harassment using the glasses.
Why it matters: smart glasses with always-on cameras were always going to run into this problem. A tiny LED on the frame looks fine on a spec sheet, but if there's a workaround, somebody's going to find it and use it for the wrong reasons. This is Meta closing a loophole after the fact instead of thinking it through before launch.
Robert's take: this is what happens when the cool gadget ships first and the trust and safety memo shows up three months later. Good on Meta for fixing it. But strapping a camera to somebody's face means you better think hard about the person standing across from them at the coffee shop, not just the person wearing the glasses.
Nvidia Might Buy Into Perplexity at a $30 Billion Price Tag
Nvidia is reportedly in talks to make an equity investment in Perplexity at a valuation north of $30 billion. Perplexity's annualized revenue has reportedly jumped to around $750 million, up from less than $250 million at the start of this year.
Why it matters: that's roughly tripling revenue run rate in under eight months. Search has been Google's backyard for two decades, and a scrappy AI answer engine just showed real, paying growth chasing after it. Nvidia backing Perplexity isn't just a check, it's Nvidia making sure it has a seat at the table no matter who wins the AI search fight.
Robert's take: Nvidia investing in nearly every company that buys its chips is starting to look less like strategy and more like the only hardware store in town also buying stock in every contractor. Works great until one of those contractors goes belly up holding a pile of your chips. Perplexity's growth numbers are real and I like them. I'm just watching Nvidia's investment list get long enough to make me nervous.
Three stories, one theme. Money and hardware are moving faster than the headlines can keep up with. Keep an eye on the power bills and the cap tables, that's where this whole thing gets decided.