I'm disappointed by the level of public discussion on the remarkable breakthroughs that are happening. There wasn't a sufficient grasp of exactly how revolutionary the changes that are coming down the line from transformers, from large language models. I see this as a transformation of what should be the correct understanding of AI. And many people who have got AI in the job title, frankly, haven't got it yet. But that's what I think will change in 2023. More people are going to get it and suddenly we're going to realize that a lot of what we thought would require some future, AGI, generally, is already here with broad AI.

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