Some things are deterministic. E.g. if you built a sufficiently accurate machine to flip a coin in the exact same way multiple times in a row, it could get the same face every time.
But there are some physical phenomena, particularly at the quantum level, which do appear to be truly probabilistic. Perhaps we simply lack understanding of how the universe really works.
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