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ML and AI are not the same thing.
A machine can be programed to learn without reprogramming itself.
Facial recognition captures would be a fair example.
You can catalog these mathematical snapshots and search for a match automatically but it is not AI but ML.
ML-Learning is the capturing of input if you make decision on it or not but even if you do make decision, your branches of output are finite to human programming.
AI could self generate new branches of output on its own and not programed branch/choice. It may learn later it did not make the correct choice and change itself so it does not do the same again. Without human intervention.
Even Watson is not there yet. But gives that appearance. It is just using fuzzy logic and presenting the best possible result, but has to be told it was wrong by human reprogramming.
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