But the way that this thing works is pretty satisfying too. In terms of conveying a message about our future I mean.
But the way that this thing works is pretty satisfying too. In terms of conveying a message about our future I mean.
Is that a theorem with name to it attached already? I feel it should be.
Your comment brought to kind something. I wonder if GPT3 et al could be used to invent or predict futures. I know AI is being used to work on domains in science and having some success. It seems like those spaces have rules that can be followed to make new discoveries. Could we set an AI on certain social/economic/technological simulations and have it spit out various possible outcomes?
One sort of simulation that comes to mind is the Transition Integrity Project. Could an AI have arrived at realistic conclusions given the right rules?
The only reason would be hitting the hardcoded input length limit.
The novelty does no go beyond the variability of the training data.
And so deep learning cannot generate futures that are both surprising and general.
In the context of conversations, no doubt that it can generate realistic answers. They will just be regurgitations of the training data. They might seem novel to you because you haven’t experienced all the discussions of the training set. But they won’t be novel to humankind and won’t project it into an actual future.