To Be Cited by AI, Your Ideas Must Have Edges

Published November 9, 2025

LLMs recall ideas the same way humans recall memories: through contrast.

If your thinking has no edges:

  • No strong point of view
  • No conceptual boundaries
  • No distinctive terminology

Then the model cannot distinguish you from statistical noise.

Edges create identity. Identity creates recall. Recall creates visibility.

— Stefano Galloni


Editorial Team
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