How can randomness possibly exist?

[Borodog]

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Any given particle has both a location and a velocity. As the uncertainty principle states, we cannot measure these precisely, but the particle still has a location and velocity whether or not humans can map them.

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This is fundamentally incorrect. If this were correct double-slit interference, for example, would not exist. It does.