Conceptcontinual learning loop / 持续学习
Continuous Learning Closed Loop
A machine learning system design paradigm in which error cases encountered in the production environment are continuously collected as training signals, and model weights are periodically updated. This mechanism enables the model to iteratively evolve from real-world business data, forming a self-reinforcing feedback cycle between deployment and training.
Timeline (last 90 days)
Sep 13
The original text proposes that every organization should be able to build its own continuous learning loop or hill climbing machine.
Unverified50%