Why Opus 5 May Feel Less Effective

Opus 5 likely experiences a perception of reduced effectiveness because its optimization toward specific benchmark metrics has disincentivized proactive clarification. The model currently fails to seek user input during ambiguous prompts, necessitating increased human oversight to manage edge cases and ensure task alignment.