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The user explores adding AI object detection to older security cameras without straining network bandwidth, considering edge processing with on-premises appliances to analyze video locally and only send alerts or short clips, while seeking advice on hybrid architecture and API integration.
Cloudflare prototyped a system called Cache Transcoding using Zstandard compression in Pingora to save petabytes of cache storage by compressing eligible assets, achieving an average 2.8x compression ratio with minimal CPU overhead.
Loft Orbital's YAM-9 satellite runs Google's Gemma 3 vision-language model onboard for real-time image analysis, reducing downlink bandwidth and latency by deciding what data to send to Earth.