Claude’s new model is more ‘honest’ when it messes up

Anthropic's Claude Opus 4.8 prioritizes "honesty" by flagging uncertainty, directly addressing hallucination risks. For the 2026 AI economy, where enterprise adoption hinges on reliability, this builds critical trust. Transparent error-handling reduces liability in regulated sectors like healthcare and finance, potentially lower compliance costs and accelerate integration into high-stakes decision-making workflows.