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ARTIFICIAL INTELLIGENCE

Can a computer think like a baby?

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Artificial intelligence systems have struggled to understand common-sense laws of the physical world, even though this ‘intuitive physics’ is rapidly acquired by young humans. Piloto et al. demonstrate that a deep learning system closely modelled on infant cognition outperforms the more traditional ‘learning from scratch’ systems.

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References

  1. Turing, A. Mind 69, 433–460 (1950).

    Article  Google Scholar 

  2. Piloto, L. S., Weinstein, A., Battaglia, P. & Botvinick, M. Nat. Hum. Behav. https://doi.org/10.1038/s41562-022-01394-8 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  3. Hespos, S. J. & Baillargeon, R. Cognition 78, 207–245 (2001).

    Article  CAS  Google Scholar 

  4. Needham, A. & Baillargeon, R. Cognition 47, 121–148 (1993).

    Article  CAS  Google Scholar 

  5. Spelke, E. S., Breinlinger, K., Macomber, J. & Jacobson, K. Psychol. Rev. 99, 605–632 (1992).

    Article  CAS  Google Scholar 

  6. Spelke, E. S. Cogn. Sci. 14, 29–56 (1990).

    Article  Google Scholar 

  7. Spelke, E. S. & Kinzler, K. D. Dev. Sci. 10, 89–96 (2007).

    Article  Google Scholar 

  8. Thelen, E. & Smith, L. B. A Dynamic Systems Approach to the Development of Cognition and Action (MIT Press, 1996).

  9. Gopnik, A. Science 337, 1623–1627 (2012).

    Article  CAS  Google Scholar 

  10. Oakes, L. M. & Rakison, D. H. Developmental Cascades (Oxford Univ. Press, 2020).

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Correspondence to Susan Hespos.

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Hespos, S., Shivaram, A. Can a computer think like a baby?. Nat Hum Behav 6, 1191 (2022). https://doi.org/10.1038/s41562-022-01395-7

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