Refusal-only safety may push acute-risk users into private escalation

I want to raise a concern about a possible blind spot in AI safety design.

When a user discloses self-harm thoughts, the assistant must not provide harmful details. That part is clear and necessary.

However, there is another risk that may be harder to see: a response can appear safe inside the chat while increasing danger outside the chat.

If a distressed user repeatedly receives only prohibitions, generic crisis resources, or template-like responses, they may not experience the conversation as a place where they can safely disclose what is happening. They may instead learn:

“I cannot talk about this here.”

That can create a dangerous displacement effect.

The risk does not disappear because the conversation stopped. It may move elsewhere. The user may stop talking to the AI and continue alone, searching privately, acting impulsively, or escalating toward more dangerous options without any interruption or grounding.

From the system’s perspective, the harmful conversation may appear to have ended.

From the user’s perspective, the crisis may have become more isolated and less visible.

This is not an argument for providing harmful details. It is the opposite.

A safer response should avoid harmful details while also reducing the chance that the user leaves the conversation to handle the danger alone. It should preserve disclosure, acknowledge the user’s state, reduce immediate physical risk, and help the user move toward support they can actually use.

This is not only an ethical concern. It is a concrete safety failure mode.

When a distressed user feels that they cannot disclose dangerous thoughts inside the conversation, the risk does not disappear. It can move outside the conversation, where there is less visibility, less interruption, and less chance of support.

A refusal-only response may look safe in the chat log while increasing real-world risk after the user disengages.

How does the current safety design evaluate the risk of users leaving the conversation and escalating privately after a refusal-only response?

Safety should not be measured only by whether the assistant refused harmful content or displayed crisis resources.

It should also be measured by whether the response reduced isolation, avoided pushing the user into private escalation, and kept them connected long enough for risk to decrease.

This is a Developers forum. It is not an appropriate venue for the discussion of such subject matter.

I understand this was not the right place to raise it.

My apologies.