Claude Opus 4.8 is a modest, incremental update focusing on improved honesty and reduced factual hallucination. The new model is significantly less likely to overlook flaws in its own generated code and abstains from answering uncertain questions, a tangible improvement for developers relying on accurate AI output. This release also signals Anthropic's ongoing work to deliver similar capabilities at a lower cost.
Opening Kapyn…