Why Serverless Compute Partners Are Now More Important Than Ever

The note says AI workloads are bursty. They spawn parallel tool calls, pull multi‑GB model weights into RAM, and endure long cold starts (e.g., vLLM, SGLang). Companies wrestle with a fragmented GPU market and poor peak GPU utilization. To hit latency, compliance, and cost targets they adopt multi‑region/multi‑cloud setups or partner with serverless compute.