Melanie Mitchell
Computer Science · University of Michigan
Publications
202
Citations
20,196
Est. group size
—
Recurring co-author estimate
Active years
48
Publishing since 1979
Typically publishes in teams of ~3 · 75% small-team papers (≤3 authors) · across 28 venues
- Large language models and emergence: a complex systems perspective
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2026
- Why AI chatbots lie to us
Science · 2025
- Artificial intelligence learns to reason
Science · 2025
- AI’s Challenge to Understanding the World
Frontiers in artificial intelligence and applications · 2025
- Do AI Models Perform Human-like Abstract Reasoning Across Modalities?
arXiv (Cornell University) · 2025
- SN 2024cld: unveiling the complex mass-loss histories of evolved supergiant progenitors to core collapse supernovae
University of Birmingham Research Portal (University of Birmingham) · 2025
- The Turing Test and our shifting conceptions of intelligence
Science · 2024
- Debates on the nature of artificial general intelligence
Science · 2024
- The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 2024
- The metaphors of artificial intelligence
Science · 2024
- Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models
arXiv (Cornell University) · 2024
- Large Language Models
2024
- Editorial for the Special Issue on Algorithms in Our Lives
Perspectives on Psychological Science · 2024
- Imagining and building wise machines: The centrality of AI metacognition
arXiv (Cornell University) · 2024
- Evaluating the Robustness of Analogical Reasoning in Large Language Models
UvA-DARE (University of Amsterdam) · 2024
- arXiv (Cornell University)×26
- Science×8
- Proceedings of the National Academy of Sciences×2
- Annals of the New York Academy of Sciences×2
- Information×1
- Robert G. Reynolds
Computer Science · University of Michigan
- Varun Aggarwal
Computer Science · Purdue University West Lafayette
- Kenneth De Jong
Computer Science · Indiana University
- David Hibler
Computer Science · The Ohio State University
- Alexander Lalejini
Computer Science · University of Michigan
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
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