Content That Cannot Be Recognized Cannot Be Retrieved

LLMs do not search. They recall.

Content That Cannot Be Recognized Cannot Be Retrieved
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LLMs do not look up documents the way search engines do.

They reconstruct meaning based on internal representations.

If your content:

  • sounds like everyone else's
  • repeats frameworks instead of defining them
  • is general instead of structural

Then it gets compressed into the statistical average.

And the statistical average is invisible.

To be seen, you must be distinct.

— Stefano Galloni

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