Peter Griffin decodes the full AI Stack. AI Factory: power & water in, intelligence out.

Stewie breaks down the AI economy as a three-layer factory: cloud providers supply raw power and chips, API companies like OpenAI run the models and sell tokens, and apps use those tokens to do actual work. Power and chips in, intelligence out.
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Hey, Stewie, whatcha working on? Looks like some kind of evil lair blueprint again. No, Peter, I'm actually mapping out the architecture of the modern AI economy. Something clearly far beyond your usual chicken fights and Pawtucket Patriot beer. Oh, sounds fancy. So what's it all about? Picture this: the modern factory isn't a place with smokestacks and conveyor belts anymore. No, it's a data center, and instead of building cars or toasters, it produces something far more powerful— intelligence. Wait, you're telling me this factory makes smart stuff, like brain nuggets? In a way, yes. You feed it raw silicon, electricity, and cooling water, and what comes out is AI-generated intelligence, measured in tokens. These tokens are the little pieces of text that models like ChatGPT spit out. Oh, like when I type, how do I fry a turkey indoors? And it tells me, don't. That's a token? Precisely, you dolt! And the process is beautifully layered. At the bottom, you have what we call NeoClouds— giants like AWS and Azure. They take raw power and converted into GPU clusters, managed with tools like Kubernetes or Slurm. Sounds like they rent out robot brains? Ugh, sure, let's call it that. Then comes the inference API providers— companies like OpenAI. They rent the GPU clusters and run AI models on them, turning that computing power into the tokens I just described. So they're like the chefs, turning robot soup into smart spaghetti? I... I guess that metaphor works in your universe. Lastly, there's the application layer— tools like AI agents, code assistants, productivity apps. They take those tokens and use them to do helpful things, like write code, solve problems, or even talk to you. So, let me get this straight. You put power and chips in one end, and you get... smarts out the other? In the most Peter Griffin way possible, yes. The factory of the future doesn't build machines; it builds minds.
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