Researcher ORCID Identifier
0000-0002-4230-5393
Document Type
Article
Program
Psychology (Pitzer)
Publication Date
2022
Keywords
AI evaluation, machine common sense, infant cognitive development, experimental design, factorial design
Abstract
Artificial intelligence (AI) systems do not exhibit human-like common sense. The principles and practices of experimental psychology – specifically, work on infant cognition – can be used to develop and test AIs, providing insight into the building blocks of common sense. Here, we describe how the evaluation team for DARPA’s Machine Common Sense program is applying conceptual content, experimental design techniques, and analysis tools used in the field of infant cognitive development to the field of AI evaluation.
Terms of Use & License Information
DOI
10.1109/ICDL53763.2022.9962183
Recommended Citation
Moore, D. S., Oakes, L. M., Romero, V. L., & McCrink, K. C. (2022). Leveraging developmental psychology to evaluate artificial intelligence. 2022 IEEE International Conference on Development and Learning (ICDL), London, United Kingdom, pp. 36-41, https://doi.org/10.1109/ICDL53763.2022.9962183
Included in
Artificial Intelligence and Robotics Commons, Cognitive Psychology Commons, Developmental Psychology Commons
