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.

Parents and caregivers of children under 5—including their teachers—should steer clear of popular interactive toys powered by artificial intelligence, according to a report released Jan. 22 by Common ...