factual

Children Build Causal Bayes Nets From Data

Using formalisms developed by Judea Pearl such as causal Bayes nets, Gopnik's work demonstrates that children construct causal graphical models from data and then use those models to decide on their interventions, exactly as the causal graphical model framework would predict.

factualpending

Speaker

Alison Gopnik

Evidence Quote

what the children are... constructing causal graphical models from data and then using them to determine their interventions

Source

308 | Alison Gopnik on Children, AI, and Modes of ThinkingSean Carroll's Mindscape
Created: 6/13/2026, 12:24:35 AM

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