4 ms·
I can't edit my post anymore: Another amazing aspect of our ability to categorize is that we only need ONE example of a category before we can identify other m
by marcoperaza 9y ago
I can't edit my post anymore:
Another amazing aspect of our ability to categorize is that we only need ONE example of a category before we can identify other members extremely well. Compare this with a machine learning solution, which needs a massive training set to be half decent.
- kayoone 9y agoHumans need a training set as well, infants or small childs won't be able to categorize based on one example, they lack experience just as a neural network. Adults can because they can connect their intuition to a lot of experience from similar objects, but I don't see why an AI could not do the same.
- TeMPOraL 9y agoHumans aren't made from magic. We can't use information that's not there. That categorization-by-one-example only works thanks to all our accumulated experience of categorizing things and expectations of how the world works. I.e. don't compare a 10+ y.o. human with 0 y.o. AI instance.
- Klockan 9y agoHumans aren't magic but we don't start out from zero, we have a billion years of evolution behind us.