Tracing the Data Trail: A Survey of Data Provenance, Transparency and Traceability in LLMs

Richard Hohensinner, Belgin Mutlu, Inti Gabriel Mendoza Estrada +3

Large language models (LLMs) are deployed at scale, yet their training data life cycle remains opaque. This survey synthesizes research from the past ten years on three tightly cou…