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Here is my reasoning.

If there was a mathematical way to determine the exact position and momentum of all particles then we could predict the exact position/momentum of resulting collisions of particles. If this was the case, then we could in theory predict future events with a very very very complex mathematical equation. For example, you would be able to, in theory, calculate tomorrows loto numbers, based on quantum collisions occuring today.This would then mean that the future is fixed and completely predictable to infinity. We would then all just be pupets carrying out a pre-determined destiny.

The uncertainty of QM adds just enough randomness to break us free from a pre defined destiny making the future unknown.

Tony