We may remember 2022 as the year when cognitive AI techniques went from the labs to mainstream use. ChatGPT, a conversational AI that answers questions, went from zero to one million users in under a week. Image generation AIs DALL-E 2, Midjourney, and Stable Diffusion opened public access and captured the world’s attention with the variety and quality of images generated from short phrases and sentences.