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Why Agents Need Digital Fire Exits

The article uses fire exits as a metaphor for safety capacity that appears inefficient during normal operations but becomes essential during rare, high-impact failures. As AI Agents move from answering questions to executing actions involving money, permissions, equipment, and data, zero-friction automation must be balanced with checks, fallback paths, and human intervention.

How LLMs Are Transforming Mental Health Care

How LLMs Are Transforming Mental Health Care

This systematic review examines how large language models support mental-health applications, including social-media analysis, clinical conversational agents, therapy support, and psychoeducation. It also covers multimodal diagnosis, prompt engineering, interpretability, and the ethical and regulatory safeguards needed for responsible deployment.

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