belief-states

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LGOICOUR / belief-state-geometry

Mechanistic interpretability: belief-state geometry in a transformer's residual stream. From-scratch replication of Shai et al. 2024 (arXiv:2405.15943).

transformers pytorch computational-mechanics interpretability mechanistic-interpretability neurips-2024 transformer-lens belief-states

Updated Jun 25, 2026
Jupyter Notebook

CharlesR-W / hankel-belief-mdp

Star

Hankel matrix analysis of belief state geometry in transformers - companion code for Hankel world-models blog series

transformers spectral-methods mats hankel-matrix mechanistic-interpretability belief-states

Updated Mar 13, 2026
Python

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