#edge-ai
The Cost of Movement: Why Unified Memory Defines Tactical Edge AI
The future of intelligence isn’t about bigger models; it's about minimizing the distance information has to travel.
Compression Is Infrastructure: Why Data Movement Is the Hidden Bottleneck in Edge AI
Everyone optimizes the model. Nobody optimizes the pipe. In bandwidth-constrained environments, that is a critical error.
Unified Memory Changes Everything. The Industry Hasn’t Caught Up.
NVIDIA collapsed the CPU/GPU memory boundary on Jetson. Most software still treats it like a 2019 server rack.