Accepted at AAAI Lab Forum

SOFAI-LM: A Cognitive Architecture
for Efficient Reasoning

Building reliable, compute-efficient reasoning systems by instantiating SOFAI-LM: a cognitive architecture guiding fast LLMs with metacognitive feedback.

Organizations

IBM Research
University of South Carolina
Artificial Intelligence Institute, University of South Carolina

About the Lab

Quick Facts

  • Format Quarter Day Lab
  • Date Tuesday, January 20th 2026
  • Time 10:45 am - 12:30 pm
  • Target Audience Graduate students, researchers, and practitioners.
  • Location Opal 105-106

What You Will Learn

Lab Schedule

Time Segment Presenter

Organizers & Presenters

Presenters: Francesca Rossi, Keerthiram Murugesan, and Erik Miehling.

Relevant Work

The lab builds upon the following foundational research:

Lab Materials

Access the GitHub repository and related materials.