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A neuro-symbolic system described in the source text models entities as random variables using Bayesian inference to update beliefs about latent properties, while simultaneously employing symbolic regression to discover the form of force laws, enabling the system to learn physical reasoning from few examples and output a posterior distribution over possible explanations.

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