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AI is not one model. It is a five layer industrial stack: energy, chips and systems, infrastructure software, models, and applications. When America leads across that stack, we lead the next wave of growth.

13,522 views • 6 months ago •via X (Twitter)

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Jensen Huang told a room of global investors that AI is not one industry. It is five stacked on top of each other. Most people are investing in layer four and ignoring layers one through three entirely. He called it the five-layer cake. Layer one is energy. Jensen said this is the single greatest opportunity for the energy industry in a hundred years. The first time in a century that the grid in most countries can actually attract serious capital. Nuclear, solar, wind, hydrogen, it does not matter what form. If it produces energy, it gets funded. Siemens, GE Vernova, Mitsubishi. That is why they are all doing so well right now. Layer two is chips, computers, networking, and silicon photonics. Everything that processes the intelligence. Layer three is infrastructure. Land, power, buildings, data center operations. Every single one in short supply today. Layer four is the model layer. OpenAI, Anthropic. The layer everyone talks about. Layer five is applications. Every startup applying AI to financial services, legal, healthcare, logistics, transportation. Last year alone, a hundred billion dollars of venture capital went into this layer. The single largest VC year in the history of humanity. Then he said the number that stopped me cold. We are putting one trillion dollars into this five-layer cake this year. That sounds enormous. Jensen thinks the AI industry will eventually run at twenty trillion dollars per year. We are one trillion in of a twenty trillion dollar per year ecosystem. Most people watching AI are staring at layer four. Jensen was describing layers one through five as a single compounding system where every layer feeds the one above it. The people who understand that will invest differently than the people who do not.

Ihtesham Ali

93,806 views • 4 days ago

Alex Karp just declared the geopolitical tech war over. America won. Karp: “AI makes America the dominant country in the world. We have the right chips, software, engineers, culture, people. The whole thing is combining to become a juggernaut.” Not a prediction. A verdict. While Europe spends its time, in Karp’s words, whining and crying, America built an insurmountable stack. Hardware. Software. Engineers. Risk appetite. Culture. Every variable that determines who wins the AI era pointing in the same direction. Karp: “These partnerships happen and that just throws gasoline on the fire.” NVIDIA building the chips. Palantir building the software. The government clearing the path. When those three forces combine at this scale, the gap between America and everyone else doesn’t close gradually. It becomes permanent. But Karp says the real question isn’t whether America wins. It’s who inside America benefits. Karp: “The real question is, will the GDP growth accrue to all Americans or just wealthy Americans? It depends what you do.” The answer is physical. Huang: “Mechanicals and electricals and plumbers and construction.” The AI boom doesn’t just create software jobs. It creates the largest demand for physical labor America has seen in decades. Data centers. Power infrastructure. Manufacturing facilities. Every gigawatt of compute requires humans to build the buildings, run the cables, install the systems. Karp: “If you build manufacturing jobs. Can you build them? Yes. How? You need AI. Can you train the people? Can you upscale them? Yes, if you use AI.” AI trains the workforce that builds the infrastructure that runs the AI. The loop is self-reinforcing. Huang: “The number one thing of this administration is pro power growth. Look at all the power generations that he’s approved. This is really a pro energy growth administration, pro manufacturing administration.” You cannot have an AI boom without an energy boom. Every chip NVIDIA manufactures is useless without the grid to run it. Clearing land. Approving power generation. Accelerating permitting. That’s not an energy policy. That’s an AI strategy. Hardware dominance. Software dominance. Energy dominance. Huang: “When these things all come together…” America isn’t just building data centers. It’s building the most powerful energy-compute matrix in human history. Whoever controls that matrix doesn’t just lead. They define what’s possible for everyone else who needs access to compete. Right now that’s America. Exclusively.

Dustin

51,829 views • 3 months ago