Cephalopods molluscs such as octopus, cuttlefish, and squid (coleoids) are believed to have the most advanced cognitive behaviors of all invertebrates, rivaling the abilities of many vertebrates. cephalopod class of mollusks are considered the most intelligent invertebrates.