What's Contested? What Don't We Know?

How Does an LLM Work?

Three live controversies: do LLMs understand? Is emergence real? Does scaling lead to AGI? What's overhyped, underhyped, and what nobody actually knows.

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Lesson 8 — What's Contested? What Don't We Know?

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Understanding the Complex: How Does an LLM Work?

When experts genuinely disagree, that's not a sign of failure. It's a sign that you're looking at real science on a moving frontier. This lesson maps the live controversies.

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