Interactive Training 2: Auditable Control Plane for Live Model Training

Interactive Training 2 is an open-source control plane for live model training that lets humans and automated controllers steer runs through a shared protocol.

The training loop checks requests at safe points, applies valid changes, and logs actions and outcomes in a chronological workspace for auditability.

The authors evaluate it across five NLP and reinforcement-learning workflows.

They release the code and traces, offering a reusable way to improve oversight, reproducibility, and collaboration during model development.