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  1. Publishing fast and slow: A path toward generalizability in psychology and AI.Andrew K. Lampinen, Stephanie C. Y. Chan, Adam Santoro & Felix Hill - 2022 - Behavioral and Brain Sciences 45:e26.
    Artificial intelligence (AI) shares many generalizability challenges with psychology. But the fields publish differently. AI publishes fast, through rapid preprint sharing and conference publications. Psychology publishes more slowly, but creates integrative reviews and meta-analyses. We discuss the complementary advantages of each strategy, and suggest that incorporating both types of strategies could lead to more generalizable research in both fields.
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  • Going after the bigger picture: Using high-capacity models to understand mind and brain.Hans Op de Beeck & Stefania Bracci - 2023 - Behavioral and Brain Sciences 46:e404.
    Deep neural networks (DNNs) provide a unique opportunity to move towards a generic modelling framework in psychology. The high representational capacity of these models combined with the possibility for further extensions has already allowed us to investigate the forest, namely the complex landscape of representations and processes that underlie human cognition, without forgetting about the trees, which include individual psychological phenomena.
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