Researchers find reasoning models produce fractals when solving hard problems

wgilpin0 · x · 2026-09-15

A research group discovered that reasoning models generate fractal structures when tackling hard problems. Using nonlinear dynamics, they probed the thinking processes of recurrent depth models on Sudoku, mathematics, and even ARC-AGI, sharing stunning 1-trillion-x fractal zoom visualizations. The finding offers a new lens into the internal reasoning of recurrent-depth models.

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