Lambda: AI Compute Infrastructure Is Not a Commodity

Lambda's CCO argues GPU compute infrastructure is not commodity hardware, emphasizing that data center quality, reliability, and infrastructure choices materially affect training costs and performance. Relevant for ML engineers selecting cloud providers for long-horizon training runs where downtime and interconnect quality compound into significant cost differentials.