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EthicsMH: A Pilot Benchmark for Ethical Reasoning in Mental Health AI
Sai Kartheek Reddy Kasu
https://arxiv.org/abs/2509.11648 https://arxiv.org/pdf/2509.1…

EthicsMH: A Pilot Benchmark for Ethical Reasoning in Mental Health AI
The deployment of large language models (LLMs) in mental health and other sensitive domains raises urgent questions about ethical reasoning, fairness, and responsible alignment. Yet, existing benchmarks for moral and clinical decision-making do not adequately capture the unique ethical dilemmas encountered in mental health practice, where confidentiality, autonomy, beneficence, and bias frequently intersect. To address this gap, we introduce Ethical Reasoning in Mental Health (EthicsMH), a pilo…