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Tyler Mills started a discussion titled ‘Are AI models narrowly creative?’. The discussion starts with idea #4683.
Recent conversations have revealed that I cannot argue against the notion that current AI systems create new knowledge (and so are creative in some domain). Yet, David Deutsch has argued that creativity is a binary property of programs, and those that have it are people (including AGIs), who can create all possible explanatory knowledge. I am not of the mind that current AI is AGI. So I will try to iron all this out, here.
AIs have created output that is not only novel, but seems to constitute new knowledge (resilient information), such as the famous Move 37 from AlphaGo. That is new knowledge because the move was not present in the training data explicitly, nor did the designers construct it.