Prof. Erin Teich conducting research with her student Jennifer Doyle.

The Emergence of Collective Intelligence: Understanding Human Behavior through AI Agents Faculty

Funding Source: The International Human Frontier Science Program Organization, RGEC33/2024 – Most of us would probably agree with the old adage that “two heads are better than one.” Indeed, many heads are often even better: The greatest achievements in human history have almost always been accomplished by large teams of individuals working together. However, beneath this straightforward fact lie many not-so-straightforward questions. When humans or other animals work in groups to collectively solve problems, what are optimal collaboration strategies and how do they arise? What features of individuals enhance or suppress group ability? How do group diversity, group consistency, and external competition influence the group’s problem-solving capabilities?

Our project will tackle these questions through the study of emergent collective intelligence and the factors that enhance it. We will examine groups of humans completing game-based tasks, and model their behavior using techniques from the intersecting disciplines of machine learning, neuroscience, and complex systems. We will determine how individual function coupled with patterns of interaction among individuals gives rise to collective group intelligence, and how this group intelligence is affected by group make-up, the renewal of participants, and the addition of threats. The ultimate aim is to uncover the fundamental principles leading to the emergence of collective intelligence in groups of humans.

Faculty: Erin Teich
Departments: Astronomy, Physics
Funding Source: The International Human Frontier Science Program Organization, RGEC33/2024