The notion of evolution by “random chance” actually refutes atheistic materialism, and I’ll easily explain why:
If nothing but the physical universe exists, and therefore in essence the universe is one giant machine, then true “randomness” is nonexistent. Because in order for something to be truly “random”, it would need to be able to ‘just happen magically’ without any prior cause or effect.
Machines of course, are not truly random. A slot machine for example may appear to be ‘random’ to a person playing it at a casino since the person can’t predict what numbers will appear, but in reality of course, the numbers which appear when a person plays the slot machine follow a pre-determined algorithm programmed into the machine.
If the material world is all that exists, then this would in effect make it one giant perpetual motion machine, therefore of course nothing including evolution is actually “random”, it all happened pre-determinedly by cause and effect, like a line of dominos.
On the other hand if the Big Bang and evolution did occur by “random chance”, this would of course require a supernatural entity with the ‘free will’ to make things happen spontaneously without any prior cause, contradicting the laws of physics.
It could only be therefore possible if either a theistic creator randomly chose to create the universe, or if a deistic creator set it all into motion, but gave humans and animals the free will to ‘randomly’ decide their mating partners.
Since of course, under a pure physics model, the animal mate selection that led to the evolution of humans was not ‘random’, but was of course just a pre-determined outcome of the universe ‘machine’ going through its motions. Nor the weather, climate shifts, cataclysms such as the death of the dinosaurs.
While if the evolution of humans was ‘random’, this would mean that animals and humans had the free will to choose their mating partners independently of any external stimuli - which would mean humans potentially may not have existed if animal predecessors, had made different choices, but would still require the existence of a deistic supernatural entity which allows them to make random choices independent of the laws of physics, even if this deistic creator simply set everything into motion and left it to its own devices, without any plan of its own for humans to exist or not exist.
In summary, there are only two logically correct options here:
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That nothing exists other than the physical universe, but nevertheless that everything has been pre-determined to happen by cause and effect, and that ‘randomness’ therefore does not exist as it would contradict the laws of physics.
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That evolution occurred randomly, but a supernatural entity gave humans and animals the free will to choose their mating partners randomly without any prior cause and effect, despite this being impossible under the laws of physics. Since if one believes that anything can just ‘randomly’ happen without any prior physical cause, this means they believe things can happen supernaturally, or by ‘magic’ if you will.