My research explores how neural systems, biological or artificial, learn to distill experience into meaning — learning the abstractions that guide reasoning and decision.
Selected Publications
* indicates co-first author
Reasoning aligns language models to human cognition
Under Review
ICML 2026 CTB Workshop (Oral)
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Mechanistic Interpretability of RNNs emulating Hidden Markov Models
NeurIPS 2025
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