Why Nvidia is Filling Edge Computing Gaps as Cloud Compute Hits Limits

The inflection point for edge AI growth arrived earlier than most people expected. Just three months after the initial launch of the flagship T5000 and T4000 modules, NVIDIA quickly filled in the gaps with the T3000 and T2000 "mid-tier" products. If you only look at the specs, the 865 TFLOPS T3000 and 340 TFLOPS T2000 seem like simple performance-cut versions. But the real question worth digging into is: Why did NVIDIA choose to complete its product line at this specific moment instead of continuing to push higher?