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Head Researcher • 2026 ACTIVE

Lie Groups inside LLMs

Analyzing and discovering group actions in SO(d) and so(d) within LLMs.

tbd ↗
Technologies & Frameworks
pythonpytorchscikitseabornsql
Key System Outcomes
✓ Cosine Sim✓ Lie Bracket Residuals

Problem. I am investigating the group actions of LLMs. Tokenized actions currently seem to follow SO(d) whereas latent space actions on the concept manifold follow so(d) and form approximate Lie Groups.

Results. This is still an area of active research. Stay tuned!

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