Isn't this definition misleading to the public in general? For me, superposition is not about two or more eigenstates coexisting at the same time, it is just a physical phenomenon that is mathematically convenient when we are dealing with probabilistic systems.
Quantum mechanics isn't primarily about probabilistic systems. The square emplitudes of states sometimes obey the rules of probability, but often break those rules:
https://arxiv.org/abs/math/9911150.
I am aware there is a lot of controversy even in the philosophical interpretation of quantum mechanics itself, which is not my focus to discuss the various interpretations here.
You have badly misunderstood the situation concerning the 'interpretations' of quantum mechanics, as physicists usually do. Accounts of quantum mechanics that say a particle is in two states at once are closer to the mark than your current ideas.
Different 'interpretations' are, at best, different accounts of what is happening in reality. Many of those accounts are not about quantum mechanics at all. Rather, they are about entirely different physical theories that make different predictions, e.g. - the predictions of the pilot wave theory don't match those of quantum mechanics:
https://arxiv.org/abs/1510.03508
A theory that gives a different account of how the world works from quantum mechanics and makes different predictions can hardly be described as an interpretation: it is a distinct physical theory. I don't agree with pilot wave theory, but it has potential to be a viable competitor. The GRW theory and other theories a physical account of collapse are in the same boat.
The Copenhagen and statistical interpretations are just bad philosophy dressed up as physics. They deny or obscure the need for an explanation of what is happening in reality. This is a philosophical issue, but like many such issues it is also a matter of immediate practical importance. People think philosophy is some pie in the sky nonsense, but that's only true of bad philosophy, like the philosophy underlying the Copenhagen and statistical interpretations. Without an account of what is happening in reality, it is impossible to set up or understand experiments properly. For an example, see the unnecessary confusion over whether or not quantum mechanics is local:
https://arxiv.org/abs/1109.6223
https://arxiv.org/abs/quant-ph/9906007
There is only one interpretation of quantum mechanics itself, and it involves multiple interacting versions of the same system, sorted into structures that approximately resemble the universe as described by classical physics:
https://arxiv.org/abs/quant-ph/0104033.
Those different versions interact, which makes the world more complicated than a non-interacting collection of parallel universes. However, the correct interpretation does involve multiple versions of the same system that may be in different places, so the popular article is a lot closer to the mark than your ideas, which are just recycled instrumentalism.