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AI safety benchmark for long-term caregiving relationships. Tests crisis detection, regulatory compliance, and care quality across multi-turn conversations. Includes GiveCare system paper and InvisibleBench evaluation framework.
Automated time series-based anomaly detection framework for crisis monitoring. Detects unusual behaviors, spikes, and trends for early warning systems in finance, industry, and cyber-security.
Accessible therapeutic AI optimized for Apple Silicon (M1/M2/M4) with 90% crisis detection accuracy. Implementation of ChatThero paper with professional-grade evaluation, Docker support, and comprehensive safety features. Runs locally with 4-6GB RAM.
MindMate: AI Mental Health Chatbot by Mental Health Innovators for Hack-o-Spider. Offers 24/7 support, privacy, and AI empathy (OpenAI, Gemini, Claude) with crisis detection and fast responses via FastAPI, Streamlit, Docker.