11 hours ago
- AI companies prefer human-generated content for training to avoid 'model collapse' caused by AI-generated data.
- ISBNdb provides pre-2022 books for AI training, as they contain no AI-generated content.
- Reddit data is valued for its human-generated content and voting system that judges quality.
- Model collapse leads to declining accuracy, generic output, and validated hallucinations when AI trains on AI data.
- Human-in-the-loop AI use can also cause homogenization and model collapse, as AI-influenced content gets fed back into training.
- Studies show AI-generated ideas reduce diversity and creativity, even when humans are involved.