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Cleotilde Gonzalez - Social and Decision Sciences Dietrich College of Humanities and Social Sciences

Cleotilde Gonzalez

Professor of Social & Decision Sciences, Social and Decision Sciences Dietrich College of Humanities and Social Sciences

Cleotilde Gonzalez studies human decision making in dynamic environments and how humans interact with technology.


Expertise

Topics:  Cognitive Artificial Intelligence, Cognitive Science, Psychology, Management Information Systems, Decision Making

Industries: Computer/Network Security, Defense

Cleotilde (Coty) Gonzalez is a Professor at the Department of Social and Decision Sciences at Carnegie Mellon University. She is the founding director of the Dynamic Decision Making Laboratory and the research co-director of the National AI Institute for Societal Decision Making. She is affiliated with the CyLab Security and Privacy Institute, The Human-Computer Interaction Institute, The Software and Societal Systems Department, and The CNBC Center for Neural Basis of Cognition at Carnegie Mellon University.

Coty is a 2024 AAAS Fellow and the 15th faculty member from Dietrich College of Humanities and Social Sciences to be elected a fellow of AAAS. She is a lifetime fellow of the Cognitive Science Society and of the Human Factors and Ergonomics Society. She is a Senior Editor for Topics in Cognitive Science, a Consulting Editor for Decision, and Associate Editor for the System Dynamics Review and a member of editorial boards in multiple other journals including: Cognitive Science, Psychological Review, Perspectives on Psychological Science, and others.

Media Experience

The Next Generation of AI Won’t Replace Humans – It Will Work With Them  — CMU Dietrich College of Humanities and Social Sciences
Cleotilde “Coty” Gonzalez has a different vision for the future – one in which humans and AI work together as teammates. In fact, she and a cohort of collaborators have recently published three scientific papers (see sidebar) investigating the facets of “cognitive AI” and how it could partner with humans on teams.

Inside the High-Stakes Decisions of the NFL Draft  — CMU Dietrich College of Humanities and Social Sciences
By nature, the draft is about planning for the future. Teams won’t know the results of their picks for months or years to come. That kind of planning is not something people are generally good at, said Cleotilde (Coty) Gonzalez, a professor in CMU’s Department of Social and Decision Sciences.

Collective intelligence framework shows how human-AI teams may make better decisions  — Tech Xplore
"AI is becoming deeply embedded in collective decision making, marking a profound transformation in how decisions are made across domains, from health care and emergency response to finance, transportation, and governance," explains Cleotilde Gonzalez, Professor of Cognitive Decision Science at CMU, and lead author on the paper.

Dating choices or draft picks — the cognitive science behind either is similar, CMU professors say  — TribLIVE
“You date someone and you make a choice to commit to this person, or keep looking,” said Cleotilde Gonzalez, a cognitive decision science professor at Carnegie Mellon University. “That is precisely the exploration–exploitation dilemma. The problem is we don’t know when to stop.”

Education

Ph.D, Information Systems/Human Factors, Texas Tech University
M.Sc., Management Information Systems, Texas Tech University
MBA, Universidad de las Américas Puebla
B.Sc., Computer Science, Universidad de las Américas Puebla

Languages

Spanish
English

Spotlights

Accomplishments

Research (Her work includes the development of a theory of decisions from experience called Instance-Based Learning Theory (IBLT). IBL models are used to explain human behavior and to predict human choice. They have been integrated in multiple practical domains including: cybersecurity, network science, human-machine teaming, and others.)

Publications (Coty has published hundreds of papers in journals and peer-reviewed proceedings involving a diverse set of fields deriving from her contributions to Cognitive Science.)

Partnerships (Coty has been Principal or Co-Investigator on a wide range of multi-million and multi-year collaborative efforts with government and industry, including current efforts on NSF AI National Institutes, Multi-University Research Initiative grants from the Army Research Laboratories and Army Research Office; large collaborative projects with the Defense Advanced Research Projects Agency (DARPA) and the Intelligence Advanced Research Projects Activity (IARPA).)

Affiliations

AI National Institute for Societal Decision Making, AISDM : Co-Director

American Association for the Advancement of Science (AAAS) : Fellow

Cognitive Science Society : Lifetime Fellow

Human Factors and Ergonomics Society : Lifetime Fellow

Cognitive Science Society : Member, Governing Board

Links

Articles

Exploring the effects of real-time feedback on collaborative processes to enhance collective intelligence in teams  —  Collective Intelligence

Toward a science of human–AI teaming for decision making: A complementarity framework  —  PNAS Nexus

Toward Complementary Intelligence: Integrating Cognitive and Machine AI  —  Current Directions in Psychological Science

Improving online anti-phishing training using cognitive large language models  —  Computers in Human Behavior

A cognitive approach to human–AI complementarity in dynamic decision-making  —  Nature Reviews Psychology

Photos

Videos