AIBearisharXiv – CS AI · 3h ago6/10
🧠
The Energy Blind Spot: NVIDIA's Flagship Edge AI Hardware Cannot Support Process-Level Energy Attribution
Researchers audit NVIDIA's GB10 edge AI hardware shipping in 2026 and find it lacks critical energy monitoring capabilities at the CPU level, preventing process-level energy attribution essential for optimizing agentic AI workloads. While MediaTek firmware contains undocumented energy telemetry, NVIDIA has stated no plans to expose this data, forcing developers to rely on external DC metering as a workaround.
🏢 Nvidia