#latency

• The 47ms Constraint: Why Edge AI’s "Real-Time" Claims Collapse Under Operational Load

  June 10, 2026

  P95 latency of 47ms is not a theoretical number—it’s a hard limit exposed when 800+ endpoints simultaneously request inference on NVIDIA Jetson AGX Orin 64GB hardware running AriaOS, validated under l

• The 47ms Constraint

  May 21, 2026

  You’re tasked with deploying a computer vision system to identify anomalous activity on a perimeter. The vendor assures you 47ms P95 latency in their lab. What does that actually mean when you have