Careful, thorough, and principled, and now markedly more honest. Opus 4.8 flags its own uncertainty instead of bluffing, is roughly four times less likely to let a flaw in its own code pass unremarked, and ships with effort control on every plan and a new dynamic-workflows mode in Claude Code.