What feels especially important here is that in mental health, safety is not located only in the output itself. It is also located in the interaction between the output, the person's interpretation of it, and the clinical vulnerability they bring to that moment.
That is why a model can look safe in an engineering sense and still be unsafe in a clinical one. The harm may not lie only in explicit bad advice. It may lie in false reassurance, misplaced emotional trust, or in strengthening a form of dependence that feels like support while quietly displacing help-seeking.
What this piece captures so well is that the disagreement is not merely about standards. It is about what kind of accountability is required when an intervention enters human suffering in a form that can sound relational without actually being held to relational responsibility.