The Imminent Risk of AI Data Dead Loops: Model Collapse and Content
With the proliferation of generative artificial intelligence (AI), especially large language models (LLMs), a new systemic risk emerges training models on data they or their predecessors have generated. This recursive learning loop, commonly known as
Authors
- K. K. Ramachandran
Institutions
- PayPal (United States) (US)
Publication Details
- Journal
- International Journal of Science and Research (IJSR)
- Published
- 2025-07-04
- DOI
- https://doi.org/10.21275/sr25629232330
- Primary Topic
- Explainable Artificial Intelligence (XAI)
- Type
- article
- Field-Weighted Citation Impact
- 0.00