The puss caterpillar also known in its adult stage as the southern flannel moth is considered one of the most venomous caterpillars in the U.S. people that have felt the pain of this creature say that it is like being stung by multiple bees.Here he is on the outside of a plastic trash bag full of leaves looking for tasty morsels.