Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling explores A new framework for testing LLM safety in psychological counseling by simulating client personas to uncover hidden vulnerabilities.. Commercial viability score: 4/10 in LLM Safety.
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Freshness
Canonical route: /paper/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin
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Proof Quality
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Agent Handoff
Canonical ID do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin | Route /paper/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselinMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.04842"
}
}source_context
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"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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Dimensions overall score 4.0
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