Children Generalize From Little Data, Machines Cannot

Human children are the best example we have of a system that truly works as an intelligence, generalizing from comparatively small amounts of data using innate structure, whereas current AI relies on statistical inference from huge datasets, is fooled by adversarial and superficial features, and suffers catastrophic forgetting when rules change slightly, so nothing we have is even in the ballpark of a four-year-old.