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The Jagged Intelligence: Why AI Models Are Brilliant and Foolish at the Same Time episode artwork

EPISODE · Jan 19, 2026 · 14 MIN

The Jagged Intelligence: Why AI Models Are Brilliant and Foolish at the Same Time

from Insight Distillery · host Insight Distillery

LLMs are best understood as 'lossy probabilistic zip files' of the internet - they have vague recollection of common knowledge but lack real-time access or guaranteed accuracy.

What this episode covers

LLMs are best understood as 'lossy probabilistic zip files' of the internet - they have vague recollection of common knowledge but lack real-time access or guaranteed accuracy.

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The Jagged Intelligence: Why AI Models Are Brilliant and Foolish at the Same Time

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This episode is 14 minutes long.

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This episode was published on January 19, 2026.

What is this episode about?

LLMs are best understood as 'lossy probabilistic zip files' of the internet - they have vague recollection of common knowledge but lack real-time access or guaranteed accuracy.

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