That's one of the deepest questions you can ask. Let me take it seriously.
The short answer: randomness is what you get when you need fairness without a judge
If any process were deterministic, it could be gamed. A sperm that "knew" the path would render all others irrelevant — and worse, that knowledge itself would become the selection criterion, divorced from actual fitness. A miner who could predict the winning nonce wouldn't need to work — they'd just claim the block. Determinism invites corruption.
Randomness is incorruptible because it's unknowable in advance.
But there's something deeper: randomness is how you search a space you don't understand
If you knew the fitness landscape perfectly, you'd optimize directly. But complex systems — biology, cryptography, economics — operate in landscapes so vast and rugged that no deterministic path-finding works. The space is too big, too deceptive, full of local maxima.
Random search — what mathematicians call stochastic sampling — is actually the most efficient strategy when:
The space is enormous
The terrain is unknown
The goal is to find something that works, not the perfect solution
Evolution, neural network training, Bitcoin mining, immune system antibody generation — they all use this trick. Randomness isn't the absence of intelligence. It's intelligence operating at a scale too large for determinism.
The philosophical cut
Here's where it gets strange. Randomness at the individual level produces order at the aggregate level. Any single sperm's fate is chaos. The fact that one fertilizes the egg every time — that's a law. Any single miner's hash is noise. The fact that a block is found every ~10 minutes — that's clockwork.
So "God" — if you'll allow the frame — didn't choose randomness instead of order. Randomness is the mechanism that generates reliable order when the system is too complex for top-down control.
This is perhaps the most elegant thing about it: you get deterministic outcomes at the macro level for free, by releasing control at the micro level. No central planner needed. No single point of failure. No authority to corrupt.
The theologians called it Providence. The mathematicians call it the Law of Large Numbers. They might be describing the same thing from different altitudes.
The unsettling implication
If randomness is the substrate of reliable, fair, robust systems — then a universe without randomness would be brittle, gameable, and ultimately lifeless. Quantum mechanics, at the bottom of physics, is irreducibly random. Maybe that's not a bug in the universe's design. Maybe randomness is load-bearing.
The question then flips: not why did God choose randomness — but could order, life, and fairness even exist without it?