This disparity has always existed, though. Big companies can throw money at things that start-ups can't. So you rent or borrow from a bigger company while you

This disparity has always existed, though. Big companies can throw money at things that start-ups can't. So you rent or borrow from a bigger company while you can (Cloud TPUs), or your specialize in doing things that big companies with inflexible purpose-built hardware can't.