Also see Adrian Thompson's Xilinx 6200 FPGA, programmed by a genetic algorithm that worked but exploited nuances unique to that specific physical chip, meaning the software couldn't be copied to another chip. https://news.ycombinator.com/item?id=43152877

I love that story.