Open Internet by MindsNet

Preventing Model Collapse in AI Training Data

The increasing presence of synthetic content online threatens to degrade the quality of AI training data, leading to model collapse. Current AI training data is being poisoned by bots talking to bots and AI-generated content, which could result in less useful and blander outputs. A solution is needed to label or filter human-generated data to prevent model collapse.

Computing & Technology, Computer Science, Machine Learning