AI Infrastructure Disruption: CUDA Moat Under Threat

AI coding agents can now rewrite CUDA-like software in hours, challenging Nvidia's infrastructure moat. This could lower platform dependency and costs for freelancers running AI workloads. Inference vs. training debate and verification bottlenecks remain key considerations. New signal: open-source AI marketing skills repo provides ready-to-use toolkit for agentic experiments, further reducing barriers. Macro article emphasizes hardware dependency as a key factor in AI race. The 'Ditch the Cloud' article reinforces the shift toward local, less CUDA-dependent workflows.