UWaterloo open-sources Interactive Training 2 for auditable live model training
UWaterloo · hf · 2026-07-28
Interactive Training 2 turns live training into an auditable control plane
UWaterloo presents Interactive Training 2, an open-source control plane for steering live model training through a shared protocol.
- Training applications declare which settings and actions they expose.
- Humans and automated controllers submit requests through the same interface.
- The training loop validates and applies those requests only at safe control points.
- A customized Aim workspace combines live metrics, controls, and a chronological log of requests and outcomes.
- The team demonstrates the system across five NLP and reinforcement-learning workflows.
The released code and traces are meant to be a reusable foundation for auditable human- and agent-guided training.
More from coding & agent
- Study of 100,000 developers finds AI coding gains shrink to about 30% at release stage — amcafee · 2026-07-28
- A new guide says most codebases are not ready for cloud coding agents — vinvan · 2026-07-28
- Meme asks whether to write code now or wait for a model that one-shots it — Darpinian · 2026-07-28
- LangChain highlights dcode for swapping GPT-5.6 to Kimi K3 in 10 seconds — LangChain · 2026-07-28
- Waddle Labs pitches "Claude Code for robots" with 20-minute task execution — ycombinator · 2026-07-28
- Team finds four drifting copies of one system prompt, while production uses a fifth — larabyeol · 2026-07-28