AI systems are becoming increasingly pervasive within children’s devices, apps, and services. However, it is not yet well-understood how risks and ethical considerations of AI relate to children. To this end, in late 2021, we conducted a review of leading general AI frameworks and those for children, and a systematic literature review of 188 papers about children’s AI systems.