Trust & Safety tools for working together to fight digital harms.
Optimized kernels from hashing to vectorized or Vulkan shader-based exact matching for near real-time high-throughput high-recall PDQ-based image screening.
Unofficial Types and Utilities for working with the CyberTipline API
Exploring the limits of social media transparency data
XAVIER - Azure AI platform for camera-driven threat intel: weapon detection + school lockdown, crimes-against-children (NCMEC), FBI workflows, maritime deep-search. RTSP/cloud cameras (UniFi, Amcrest, Eufy) + open public webcams (HLS, MJPEG, direct JPEG, Ozolio) with auto-detect. Azure Commercial + Government.
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