Measuring Latent Geometry
I develop geometric methods for measuring latent models (self-other-world) using LLMs as my experimental platform.
My research turns philosophical concepts into testable predictions using geometry. Current focus: how AI systems develop internal models of self, other, and world - and what this tells us about cognition more broadly.
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I want tools
Geometric methods for measuring latent structure in AI systems. PRISM for experiments, Curved Inference for measurement.
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I want the science
The research program connecting theory to measurement to experiments. How self-other-world models emerge and how we test it.
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I want the theory
FRESH: A geometric framework treating consciousness as traversal through role-space. The foundation for everything else.
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