Updates

Excited to announce that our Symposium on Artificial Metacognition (METACOG-26) will be part of the AAAI Fall Symposium Nov. 5-7 in Arlington, VA.

METACOG-26: Symposium on Artificial Metacognition

I was happy to give a keynote at the IEEE International Conference on Semantic Computing (ICSC) today. Slides can be found here.

Check out two new metacognition papers from the Leibniz Lab at AAAI-26 in Singapore:

• Toward Artificial Metacognition (Shakarian)
  • Thursday, Jan. 22, 2026; 9:30-10:30am, Conference Room H (Emerging Trends Track) Paper ETA28
  • Preprint: https://www.techrxiv.org/users/998358/articles/1363329-toward-artificial-metacognition
• Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-Trained Models in Novel Environments (Leiva et al.)
  • Sunday, Jan. 25, 2026; 12:00-2:00pm Poster Session (Main Track) Paper 19864:
  • Preprint: https://arxiv.org/abs/2505.19361

The deadline for the IEEE Intelligent Systems special issue on metacognition has been extended. See this page for details: https://www.computer.org/digital-library/magazines/is/cfp-metacognitive-prediction-ai-behavior

A new paper on metacognitive error detection in LLM’s will appear at the AAAI Fall Symposium in November, 2025. The paper is entitled Error Detection and Correction for Interpretable Mathematics in Large Language Models and the preprint is available here: https://arxiv.org/pdf/2508.03500

Check out our CFP for a IEEE Intelligent Systems Special Issue on Metacognitive Prediction of AI Behavior. Key dates below:

• Title and Abstracts Due: Oct. 1, 2025 (to is3-26@computer.org)
• Full Manuscripts Due: Nov. 1, 2025 (via submission site)
• Publication: May/Jun 2026