Keith’s 2024 UCLA Faculty Research lecture (recorded) is available here

Why I am not a Turing machine discusses controversies revolving around creativity, consciousness, and AI

New model of visual analogy highlighted in Nature Communications

Tests of analogical reasoning in GPT-3 and GPT-4 now published in Nature Human Behaviour, and summarized in the UCLA Newsroom

Cover art for article by LA-based artist Yaron Dotan

Article on AI and poetry (based on The Spider’s Thread)

Tributes to Roger Shepard (including one by Keith) on the website of the Cognitive Science Society

Paul Thagard’s review of The Spider’s Thread

Keith’s reviews of “best books on creative thinking”

Anahid Modrek’s review of Keith’s book The Spider’s Thread, in Philosophical Psychology

Holyoak, K. J. (2024). Why I am not a Turing machine. Journal of Cognitive Psychology, 1-12. https://doi.org/10.1080/20445911.2024.2395573

Lee, J., Wong, E.F., Cheng, P.W. (2023). Promoting Climate Actions: A Cognitive-Constraints Approach. Cognitive Psychology, 143, 10156.

Bye, J.K., Chuang, P.J., Cheng, P.W. (2023). How do humans want causes to combine their effects? the role of causal invariance for generalizable causal knowledge. Cognition, 23, 105303.

Ichien, N., Stamenković, D., Whatley, M. C., Castel, A. D., & Holyoak, K. J. (2024). Advancing with age: Older adults excel in comprehension of novel metaphors. Psychology and Aging. https://doi.org/10.1037/pag0000836.

Ichien, N., Stamenković, D., & Holyoak, K. J. (2024). Interpretation of novel literary metaphors by humans and GPT-4. In L. K. Samuelson, S. Frank, M. Toneva, A. Mackey, & E. Hazeltine (Eds.), Proceedings of the 46^th Annual Conference of the Cognitive Science Society. Cognitive Science Society.

Ichien, N., Lin, N., Holyoak, K. J., & Lu, H. (2024). Cognitive complexity explains processing asymmetry in judgments of similarity versus difference. Cognitive Psychology, 151, 101661.

Lee, D. G., & Holyoak, K. J. (2024). Transient value refinements during deliberation facilitate choice. Decision, 11(2), 303–319.

Ichien, N., Liu, Q., Fu, S., Holyoak, K. J., Yuille, A. L., & Lu, H. (2023). Two computational approaches to visual analogy: Task-specific models versus domain-general mapping. Cognitive Science, 47: e13347.

Webb, T., Fu, S., Bihl, T., Holyoak, K. J., & Lu. H. (2023. Zero-shot visual reasoning through probabilistic analogical mapping. Nature Communications, 15, 5144. DOI: 10.1038/s41467-023-40804-x.

Webb, T., Holyoak, K. J., & Lu, H. (2023). Emergent analogical reasoning in large language models. Nature Human Behaviour.  DOI: 10.1038/s41562-023-01659-w.

Holyoak, K. J., Ichien, N., & Lu, H. (2023). Analogy and the generation of ideas. Creativity Research Journal. DOI: 10.1080/10400419.2023.2232673.

Ichien, N., Lin, N., Holyoak, K. J., & Lu, H. (2023). Asymmetry in similarity and difference judgments results from asymmetry in the complexity of the relations same and different. In M. Goldwater, F. Anggoro, B. Hayes, & D. Ong (Eds.), Proceedings of the 45^th Annual Meeting of the Cognitive Science Society (pp. 2149-2156). Cognitive Science Society.

Lee, A. J., Lu, H., & Holyoak, K. J. (2023). Human relational concept learning on the Synthetic Visual Reasoning Task. In M. Goldwater, F. Anggoro, B. Hayes, & D. Ong (Eds.), Proceedings of the 45^th Annual Meeting of the Cognitive Science Society (pp. 799-805).  Cognitive Science Society.

Chesebrough, C., Chrysikou, E. G., Holyoak, K. J., Zhang, F., & Kounios, J. (2023). Conceptual change induced by analogical reasoning sparks aha moments. Creativity Research Journal. DOI: 10.1080/10400419.2023.2188361.

Ichien, N., Alfred, K. L., Baia, S., Kraemer, D. J. M., Holyoak, K. J., Bunge, S. A., & Lu, H. (2023). Relational and lexical similarity in analogical reasoning and recognition memory: Behavioral evidence and computational evaluation. Cognitive Psychology, 141, 101550.

Holyoak, K. J. (2023). Poet and psychologist: A conversation. Metaphor and Symbol, 38(2), 117-129.

Stamenković, D., Milenković, K., Ichien, N., & Holyoak, K. J. (2023). An individual-differences approach to poetic metaphor: Impact of aptness and familiarity. Metaphor and Symbol, 38(2), 149-161.

Archives of Thinking and Reasoning section has been added to the Reasoning Lab website, with historical records from the early days of the discipline.