Neural networks can be evolved to do all sorts of algorithms. For example, controlling an inverted pendulum so that it stays balanced.

> In a CPU, we take great care with data representation and protocol definition, then we do formal verification on the algorithms, and we can be pretty sure that the output are correct.

Sure, intelligent design makes for a better design in many ways.

That doesn't mean that an evolved design doesn't work at all, right?