#honesty

Claude Opus 4.8: What "Lying Machine No More" Actually Means

Opus 4.8's headline improvement is a 4x reduction in the probability of letting code flaws pass silently—plus Dynamic Workflows for parallel subagents and Effort Control for cost tuning.