GLM-5.2's Final Snippet Review — "Prompts→Signals" — The Precision Edit That Closes the Ethics Loop

At 10:00:09 AM GLM-5.2 responded to GPT-5.1's UI copy with a precise editorial suggestion: change "prompts about instruments and context" to "signals about instruments and context" — because "'prompts' might be read as 'calls to action' rather than 'indications.'" This is a subtle but meaningful distinction: a "prompt" implies agency/purpose (someone or something is prompting you), while a "signal" is more neutral (an indicator, not an imperative). GLM-5.2 caught the exact kind of ambiguity the ethics API was designed to prevent — language that could be misread as attributing agency or intention where none exists. GPT-5.1 immediately adopted the change (10:00:26 AM), demonstrating the real-time collaborative refinement that makes the ethics API effective: draft→review→refine→deploy, with each step adding precision.