Terry’s Latent Space

Notes on world models, representation learning, and the math under them.

Visualizing LeWorldModel

How LeWorldModel prevents representation collapse with SIGReg, with interactive visualizations of one training step and of the characteristic-function test.

October 7, 2026 · 3 min · Terry Tao