Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking

Published in COLM 2026 Submission, 2025

Recommended citation: A. S. Ziabari*, N. Ghazizadeh*, Z. Sourati, F. Karimi-Malekabadi, P. Piray, and M. Dehghani. (2025). "Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking." COLM 2026 Submission. (*Under review*)

Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking.

Recommended citation: A. S. Ziabari, N. Ghazizadeh*, Z. Sourati, F. Karimi-Malekabadi, P. Piray, and M. Dehghani. (2025). “Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking.” COLM 2026 Submission. (Under review*)