According to Anthropic, there is an inconsistent relationship between model intelligence and incoherence, with findings showing that smarter AI models such as Claude3 often display greater incoherence in their responses. This trend highlights an important challenge for AI developers aiming to balance advanced reasoning capabilities with reliable output, as reported by Anthropic via their official Twitter channel.