Richard Antonello

Postdoc, Columbia University

1 paper at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement

#2208 · Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani

We isolate “reasoning embeddings” from LLMs using a residual method and show they uniquely predict brain activity, revealing distinct neural correlates of reasoning beyond shallow linguistic features.