there isn’t always a reason for everything. In science many things can be subject to randomness or chance!
For example, genetic mutations which have greatly contributed to the evolution of species can be entirely random and without any reason behind them!
It depends on how closely you’re looking at the universe too. If you smack a snooker ball off another one, you can predict what angles they’ll hit and what direction they’ll both move afterwards, because they obey certain rules of trigonometry and such. It’s not actually completely certain (you might never predict the angles exactly), but it’s close enough that in every day life the tiny errors don’t really matter.
But the smaller you get the less certain things become. Electrons, the tiny particles that orbit protons/neutrons which all together make an atom, are very strange and not at all certain. They’re not even moving particles some of the time, they’re a combination of moving particle and waveform, and while they still obey certain rules, those rules are all based on chance, and you can never be certain of the answer. If you get smaller, the answers become less certain and more fuzzy. Quantum physics involves a lot of not being certain at all!
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