Back to search

Article

Risk Governance for Generative AI Mental Health Support: A Multi-Turn Safety Architecture

2026-07-17

Abstract excerpt

<title>Abstract</title> <p>Large language models (LLMs) are increasingly used for emotional support despite lacking mechanisms to safely govern evolving mental health risk. Existing safety approaches primarily detect risk but rarely shape how models respond as conversational risk unfolds. We developed a model-agnostic safety governance architecture that combines contextual risk detection, reasoning-based verifica...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
5d71155d-e16f-5e30-ac9d-f39c20a7ba82
DOI
10.21203/rs.3.rs-10279940/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Risk Governance for Generative AI Mental Health Support: A Multi-Turn Safety ArchitectureDOI 10.21203/rs.3.rs-10279940/v1
AI-Driven Mental Healthcare 5.0: A Survey of Opportunities and Challenges in Leveraging Large Language Models and Generative AISemantic proximity
Safety Mechanisms and Risk Mitigation in Generative AI Mental Health Chatbots: A Systematic Scoping ReviewSemantic proximity
Suicide- and crisis-risk detection using large language models in mental-health chatbotsSemantic proximity
mpathic Psychologist-led AI Clinical Tests Suicide Benchmark (mPACT-S-v1.0)Semantic proximity
AI Safety Training Can be Clinically HarmfulSemantic proximity
How Large Language Models Handle Ethical Dilemmas When Providing Mental Health SupportSemantic proximity
A Scoping Review of Generative AI in Mental Health SupportSemantic proximity
A Scoping Review of Generative AI in Mental Health SupportSemantic proximity
Leveraging simulation to provide a practical framework for assessing the novel scope of risk of LLMs in healthcareSemantic proximity
A Neuro-Symbolic Knowledge Graph and Large Language Model Hybrid Architecture for Multi-Modality Mental Health CounselingSemantic proximity
Safety Evaluation of a Generative AI Agent for Anxiety and Depression SymptomsSemantic proximity
Evaluating and Enhancing an AI Mental Health Guide in High-Risk Mental Health ContextsSemantic proximity
Select a neighboring publication to make it the new centre.