Paulo Shakarian to Showcase Metacognitive AI at AAAI Conference

Professor Paulo Shakarian of the Department of Electrical Engineering and Computer Science has been selected to speak at the prestigious 40th Annual Association for the Advancement of Artificial Intelligence (AAAI) Conference. Scheduled for January 20-27, 2026, in Singapore, the event gathers leading researchers to explore emerging trends in artificial intelligence (AI).

Shakarian is one of ten speakers invited to address the conference, which aims to highlight significant yet underappreciated developments across various AI disciplines. His presentation will focus on metacognitive artificial intelligence, elaborating on his recent paper titled “Towards Artificial Metacognition.” This area of study investigates AI systems capable of self-monitoring and resource regulation, drawing inspiration from cognitive psychology.

Shakarian expressed his gratitude for the opportunity, stating, “It is an honor to have been selected to present an emerging trend talk at AAAI. I am really grateful to the community of researchers that have coalesced around artificial metacognition over the past two years.” He emphasized the importance of developing AI systems that can reason about themselves, calling it a vital challenge for creating more resilient and robust technologies.

Significance of Metacognitive AI

Metacognitive AI explores how artificial systems can enhance their performance by understanding and adjusting their own cognitive processes. Shakarian’s work in this field has garnered attention, leading to several grants from the Army and DARPA, as well as funding for advanced Nvidia-based GPU systems to support his research at Syracuse University.

Over the past two years, Shakarian has actively fostered a research community around metacognition, organizing workshops and collaborative efforts that include professionals from various fields such as cognitive psychology, systems engineering, and aerospace. This interdisciplinary approach has contributed to the expansion of knowledge in metacognitive AI.

Recognition and Future Directions

Alex Jones, chair of the electrical engineering and computer science department, commented on Shakarian’s work, stating, “Paulo’s innovative work in metacognitive and neuro-symbolic AI represents the next wave of AI research. His recognition by AAAI signifies both his leadership in the field and Syracuse University’s growing role at the forefront of artificial intelligence.”

Shakarian’s contributions to the field include numerous publications and the editing of a comprehensive book on metacognitive AI. His upcoming presentation at the AAAI Conference is set to further advance discussions on this critical aspect of artificial intelligence, potentially shaping future research directions and applications.

As the conference approaches, the AI community eagerly anticipates the insights that will emerge from this gathering of thought leaders, with Shakarian’s presentation poised to play a significant role in these discussions.