A wave of AI-powered children’s toys has hit shelves this holiday season, claiming to rely on sophisticated chatbots to animate interactive robots and stuffed animals that can converse with kids.

Moxie the robot wasn’t only for autistic kids, but it was marketed as a great companion and tool for them. The company, Embodied, promised that for about $800, the new toy would use AI and its library ...