Marcus, Gary

Overregularization in language acquisition

Marcus, G. F., Pinker, S., Ullman, M., Hollander, M., Rosen, T. J., Xu, F., & Clahsen, H. (1992) · Monographs of the Society for Research in Child Development

Language Development and DisordersReading and Literacy Development

Cited by 1,065

Deep Learning: A Critical Appraisal

Marcus, G. (2018) · arXiv

Neural Networks and ApplicationsArtificial Intelligence Applications

Cited by 853

Commonsense reasoning and commonsense knowledge in artificial intelligence

Davis, E., & Marcus, G. (2015) · Communications of the ACM

Logic, Reasoning, and KnowledgeAI-based Problem Solving and Planning

Cited by 434

The Algebraic Mind: Integrating Connectionism and Cognitive Science

Marcus, G. F. (2001) · The MIT Press eBooks

Philosophy and Theoretical ScienceCognitive Science and Education Research

Cited by 341

The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Marcus, G. (2020) · arXiv

Psychiatry, Mental Health, NeuroscienceAI-based Problem Solving and Planning

Cited by 297

How Robust Are Probabilistic Models of Higher-Level Cognition?

Marcus, G. F., & Davis, E. (2013) · Psychological Science

Bayesian Modeling and Causal InferenceCategorization, perception, and language

Cited by 195

A very preliminary analysis of DALL-E 2

Marcus, G., Davis, E., & Aaronson, S. (2022) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 82

Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

Dentella, V., Günther, F., Murphy, E., Marcus, G., & Leivada, E. (2024) · Scientific Reports

Topic ModelingNatural Language Processing Techniques

Cited by 54

How malicious AI swarms can threaten democracy

Schroeder, D. T., Cha, M., Baronchelli, A., Bostrom, N., Christakis, N. A., Garcia, D., Goldenberg, A., Kyrychenko, Y., Leyton-Brown, K., Lutz, N., et al. (2026) · Science

Misinformation and Its ImpactsEthics and Social Impacts of AI

Cited by 53

Beyond the Turing Test

Marcus, G., Rossi, F., & Veloso, M. (2016) · AI Magazine

Artificial Intelligence ApplicationsPsychiatry, Mental Health, Neuroscience

Cited by 48

Artificial Confidence

Marcus, G. (2022) · Scientific American

Cybernetics and Technology in SocietyArtificial Intelligence Applications

Cited by 4

A Definition of AGI

Hendrycks, D., Song, D., Szegedy, C., Lee, H., Gal, Y., Brynjolfsson, E., Li, S., Zou, A., Levine, L., Han, B., et al. (2025) · arXiv

Psychiatry, Mental Health, NeuroscienceArtificial Intelligence Applications

Cited by 3