The Gap — What Current AI Can't Do

What Is AGI, Actually?

The gap between current LLMs and AGI: specific capabilities that are missing and what they reveal.

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Lesson 5 — The Gap — What Current AI Can't Do

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Understanding the Complex: What Is AGI, Actually?


AlphaZero demonstrated that a single system could reach superhuman performance across multiple game domains simultaneously. That's generality of a kind. Lesson 4 asked where "generality" ends. Lesson 5 asks what lies beyond it: the specific things that current AI systems — including the most capable LLMs — genuinely can't do reliably, and what those failures tell us about the distance to AGI.

This isn't a list of criticisms. It's a diagnostic. Understanding what's missing is the only honest way to assess how far away the thing we're looking for might be.


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