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Peering into the Black Box: A Mechanistic Interpretation of a Latent Reasoning Model

Peering into the Black Box: A Mechanistic Interpretation of a Latent Reasoning Model

December 1, 2025

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

Accepted to BlackboxNLP @ EMNLP 2025

Authors: Brad Peters, Sayam Goyal, María Emilia Granda, Akshath Vijayakumar Narmadha

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

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The application takes 10 minutes and is reviewed on a rolling basis. We look for strong technical signal—projects, coursework, or competition results—and a genuine curiosity to do real research.

If admitted, you will join a structured pipeline with direct mentorship to take your work from ideation to top conference submission at venues like NeurIPS, ACL, and EMNLP.