thatDangCircuit
A negative localization result: compound binding is distributed and redundant rather than concentrated in a small, fixed circuit.
View publication →Independent · ongoing
Following how concepts take hold.
I study how specialized concepts become represented inside language models, where those representations persist, and what happens when behavioral fluency outruns reliable understanding.
Citable outputs
The publications
Accessibility Concept Emergence in the Pythia Suite
A cross-scale analysis of how accessibility concepts — WCAG, ARIA, and semantic HTML — become represented across the Pythia model family.
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