1.
Decentralized Provenance Layer for Foundation Models: A Framework for Quantifying and Penalizing Synthetic Data Contamination in Recursive LLM Training. Kashf J. Multidiscip. Res. 2026;3(05):163-174. doi:10.71146/kjmr944