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Cognitive psychologist Susan Hespos highlights “intuitive physics” principles such as solidity, continuity, and boundedness, which even very young infants can recognize as early as around three months of age. DeepMind researchers apply insights from developmental psychology by embedding comparable knowledge kernels into a machine learning system. After training on roughly 28 hours of visual sequences showing rolling balls and falling blocks, the model exhibits “surprise” toward physically impossible events, outperforming systems not modeled on baby learning. 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