NVIDIA's Agent Architecture Shift

Signal

Detection: NVIDIA announces inference-time compute scaling for agent workloads at GTC 2026. Commentary: This confirms the architectural split — GPU resources allocated dynamically during agent execution rather than pre-training. Framing: GPU → Agent Runtime, not just GPU → Training