The growing body of comparative neuroscience — bees, flies, octopuses, jellyfish — showing that consciousness- associated brain oscillations appear across the animal kingdom but are tied to biological membrane dynamics, not to information processing as such. The substrate independence assumption underlying most AI consciousness claims is facing empirical challenge, not just philosophical objection.