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AMD's ROCm 7, plus SCALE and HIPIFY, make some CUDA workloads portable to AMD GPUs. But custom kernels, TensorRT-LLM and NCCL still bind enterprises to NVIDIA. What actually moves off CUDA in 2026.
Manu Shukla 
Google delayed Gemini 3.5 Pro to July 17, 2026 after scrapping its base model for a rebuild. The lesson for enterprises is model-roadmap risk, and why a multi-model strategy beats betting on one vendor.
Manu Shukla 
Microsoft expanded its AWS-to-Azure migration tooling in 2026. But migration has hidden costs: moving 50 TB can cost $3,500 to $7,000 in egress alone. How to evaluate a switch on total cost, not vendor marketing.
Manu Shukla 