👁️ What if every camera could become an intelligent eye? That is the promise of Computer Vision + AI. With an AI Box, intelligence can move closer to the camera — enabling video streams to be analysed locally for events, patterns and actionable insights. From security & surveillance to retail, transportation, infrastructure and smart cities, the evolution is happening: Camera → AI Box → Computer Vision → Insight → Action At Transline, we are bringing together CCTV, Biometrics, AI, Computer Vision and Edge AI through our technology ecosystem and NETRA stack. The future isn't just about capturing more video. It's about understanding what the video means. See. Understand. Respond. The camera is becoming a sensor. The AI Box is becoming the brain. And Computer Vision is becoming the intelligence layer. 👁️🧠 #ComputerVision# #AI# #EdgeAI# #AIBox# #VideoAnalytics# #CCTV# #Biometrics# #NETRA# #ArtificialIntelligence# #DigitalIndia#

Not sure what to type into that AI box? Dr. David Cooper, chair of APA’s Mental Health Tech Advisory Committee, suggests telling the AI your goal and asking it to help you write the prompt. Check out APA’s AI Essentials for Practitioners video series.

🤯 Xiaomi showed a 150W mini AI box designed to run a 120B model LOCALLY. Yeah, it's Xiaomi, so good luck getting it in the US if it ever ships. The Xiaomi AI Cube, a prototype built around 3 of Xiaomi's own XRING chips. And the specs are kind of crazy 👉 🧠 Local deployment → 120B + 3B models 💾 D100 → up to 160GB unified memory 👀 🚀 O100 → 1.22 TB/s near-memory bandwidth 👀 Nvidia did you see this? ⚡ Entire AI Cube → up to 150W 🧮 O3 → 200 TOPS NPU 🎮 O3 → 16-core G2 Ultra NX GPU That 1.22 TB/s number is especially interesting. According to Xiaomi, they stack high-speed DRAM directly over the O100's logic/NPU layer using wafer-on-wafer packaging + hybrid bonding. In other words 👉 very short path between memory and compute. And Xiaomi says the D100 itself can accommodate local models as large as 200B parameters. 👀 🎯 Strix Halo showed what 128GB unified memory could do. Gorgon Halo is up next with 192GB. Now Xiaomi is experimenting with 160GB-class unified memory + >1 TB/s bandwidth in a 150W mini box. Caveats of course ... ⚠️ It's a prototype ⚠️ No price ⚠️ No retail release date ⚠️ O100/D100 commercial use is planned for 2027 🔗 Source: GizmoChina