Are AI models narrowly creative?
Showing only ideas leading to #4694 and its comments.
See full discussion·See most recent related ideasLog in or sign up to participate in this discussion.
With an account, you can revise, criticize, and comment on ideas.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.
Since evolution created genetic knowledge from nothing, it can be said to have the same "narrow creativity" as AI. The confusion over whether AI "is creative" can be resolved by saying that it is, but only narrowly (like evolution), and that the creativity defining people is universal, not limited to any domain. AI creates knowledge in domains it was designed for; AGI can create knowledge in all possible domains, each of which it designs itself.
This also admits of the distinction between AI and AGI (and "universal creativity") as being whether the system is capable of creating knowledge ex nihilo, as argued by Deutsch. Only universal creativity could create knowledge from nothing. Bounded creativity must start with something.
But nature created genetic knowledge from nothing. So this is an example of something which does not have universal creativity which created knowledge ex nihilo.
Nature does have universal creativity; it can generate any possible knowledge. And all possible knowledge exists somewhere in reality.
By this standard, a random number generator has universal creativity as well, and is therefore a person. So there must be a standard for personhood other than: able to generate any possible explanation. Such as: can do that tractably.
By the latter standard, neither nature nor random number generators are people, which is sensible; nor can nature create any given possible knowledge tractably -- this is true because the fact that all possible knowledge exists is only by way of the multiverse, which is a process that cannot be simulated in its entirety, even by a quantum computer, never mind tractability.