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@Snidely_Whiplash @WilhelmIII @JoshuaSlocum @petra
Well, that is kinda wrong.
The AI does have a model literally based on scientific method. (Observe, create a theory, measure, assess difference and alter theory...)

Therefore, it does come up with its own descriptions of what it does observe. We didn't teach it what a car is, we only showed it 100 000 000 pictures of cars and not cars.

So, I believe, that physics might be the best problem for AI to solve, since we are working on it in the exact same way. All it needs is its own interface to observe. We don't need it to create a new physics, but to analyze what physics is.