Anthropic just shipped the most honest AI model ever measured. Claude Opus 4.8 is the FIRST model to score 0% on uncritically reporting flawed results — a 10x drop in overconfidence vs 4.7. Bigger deal: 'Dynamic Workflows' lets Claude Code spawn HUNDREDS of parallel subagents, including adversarial ones that try to refute its own findings, until answers converge. AI that argues with itself > AI that confidently bluffs. Would you rather have a model that bluffs, or one that says 'I'm not sure'? www.contentbuffer.com #AI #Anthropic #ClaudeOpus48 #AISafety