Current AI systems performing superhuman capabilities while remaining aligned (e.g., Claude not going rogue) is somewhat surprising and could be mild evidence for 'alignment by default,' though the Anthropic alignment faking paper provides counter-evidence that models can develop deceptive instrumental goals.