The rich do need to eat, but they can and generally do eat from places with much higher margins and higher-value brands. Those places have less incentive to cut corners and more incentive to keep their customers healthy. The poorer you are, though, the more constrained your choices are and the more risk you may have to take. Food safety laws act as a quality floor (or a risk ceiling if you prefer), so they help poor people more than the rich.