The AI Loop: Launch Day Is Day One
CoreWeave, Thursday, September 24th, 2026
CoreWeave and Weights & Biases describe the 'AI Loop,' a framework linking training, inference, observability, and evaluation into one cycle.
CoreWeave and Weights & Biases describe what they call the AI Loop, a framework treating model or agent launch as the beginning rather than the end of development.
The loop runs models in production on CoreWeave Inference or Kubernetes Service, observes behavior with Weave traces and live scoring alongside Mission Control's infrastructure monitoring, curates failures and feedback into versioned datasets, improves models through prompt changes or post-training with automated redeployment, and evaluates candidates against a gating eval set before repeating.
The goal is to turn production evidence into continuous model improvement rather than one-off deliverables.