Why does my infrared thermometer give wrong readings on stainless steel pans?

Reviewers across cooking communities like r/carbonsteel repeatedly warn that IR thermometers don't work well on shiny or reflective surfaces because low, variable emissivity throws off the reading. Models with adjustable emissivity help somewhat, but for bare stainless many users fall back to the water-droplet test.