Surface how to verify NVIDIA CUDA acceleration and recover when AI tools fall back to CPU despite --gpus all. Adds a Verify GPU acceleration section to the deployment guide (check logs, reinstall the affected bundle to restore the GPU ONNX Runtime build) and a pointer from the getting-started NVIDIA tip. Addresses #490.