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Each component described in this series is simple.
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The AI industry is running a race on a single track.
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Your computing power lives in boxes.
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Think about what a typical web application actually does.
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An LLM doesn't know how long it takes to generate a response.
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There's a principle in woodworking — cut with the grain, not against it.
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The instinct when AI forgets is to help it remember more.
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The question isn't how to prevent an agent from making mistakes.
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Before LLMs, only one thing in the world had all four of these properties simultaneously.
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The biggest leap in AI reasoning didn't come from a new architecture, a larger model, or a training breakthrough.
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Humans live in a rich, multi-sensory physical world.
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For most of computing history, intelligence was the expensive thing.