What we learned about AI and deep learning in 2022

It's as good a time as any to discuss the implications of advances in artificial intelligence (AI). However, as the capabilities of deep learning models increase, so does the confusion surrounding them. On the one hand, advanced models such as ChatGPT and DALL-E are displaying fascinating results and the impression of thinking and reasoning. On the other hand, they often make errors that prove they lack some of the basic elements of intelligence that humans have. The science community is divided on what to make of these advances.