Why should we throw away decades of development in determistic algorithms? Why tech people mentions "geneticists"? I would never select an algorithm with a "good" flying trait for making an airplane works, that's nuts
Great rule of business: sell a solution that causes more problems, requiring the purchase of more solutions.
But you have selected an algorithm with a "good" flying trait already for making airplanes. Just with another avenue to get to it versus pure random generation. The evolution of the bird has came up with another algorithm for example, where they use flapping wings instead of thrust from engines. Even among airplane development, a lot was learned by studying birds, which are the result of a random walk algorithm.