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Building machines that learn and think with people
Computer ScienceNature Human Behaviour

Building machines that learn and think with people

K. M. Collins, I. Sucholutsky, et al.

We envision AI as 'thought partners' — reasonable, insightful, trustworthy systems that think with us. Drawing on collaborative cognition and a Bayesian lens, the authors outline modes of joint reasoning and design desiderata to build human-compatible partners and ecosystems. Research conducted by Katherine M. Collins, Ilia Sucholutsky, Umang Bhatt, Kartik Chandra, Lionel Wong, Mina Lee, Cedegao E. Zhang, Tan Zhi-Xuan, Mark Ho, Vikash Mansinghka, Adrian Weller, Joshua B. Tenenbaum, and Thomas L. Griffiths.... show more
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