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Andrej Karpathy
Karpathy isn’t an invention—he’s a translator who turns AI into lecture halls and slang.
Artificial intelligence
The field that has been five years away for seventy years, and then was not.
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All briefs
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ChatGPT
ChatGPT is not intelligence — it’s a prompt-to-output relay, optimised for speed, not truth.
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ELIZA
ELIZA doesn’t talk — it mirrors, misleads, and exposes how little it takes for humans to believe a machine is listening.
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Fei-Fei Li
ImageNet didn’t invent deep learning — it forced the field to prove itself on real data.
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Geoffrey Hinton
Hinton didn’t invent deep learning—he invented the intellectual permission to take neural nets seriously as models of mind.
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Google Search
Google Search didn’t organise the web—it redefined authority as a function of linkage, then language, then generation.
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Ilya Sutskever
Sutskever doesn’t invent models—he invents the conditions under which they scale and align.
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ImageNet
Fei-Fei Li
ImageNet is a foundational dataset infrastructure — not a model, not a tool, not a service. It succeeded by making scale measurable, not magical.
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Siri
Siri didn’t invent voice control—it outsourced understanding to Nuance and offloaded thinking to the cloud.
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Tesla Autopilot
Tesla Autopilot passes NHTSA’s test — but only because the test measures what Teslas do, not what drivers must still do.
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Yann LeCun
LeNet wasn’t the future of AI — it was the first working OCR engine that banks actually paid for.