Provenance Glossary
Provenance is the record of origin: where a claim came from, which source supported it, who changed it, what tool produced it, and under what conditions it entered the system. In AI work, provenance is the difference between an answer that merely sounds right and an answer that can be audited.
The concept matters because AI systems are good at producing fluent synthesis and bad at making their evidentiary chain visible unless forced. A paragraph may blend a source, a memory, a guess, and a stylistic completion into one smooth surface. Provenance breaks the surface back into accountable parts.
In education, provenance helps turn AI use from hidden assistance into evidence of learning. In memory systems, it prevents old guesses from hardening into facts. In publishing, it protects the reader by making source-backed claims distinguishable from interpretation.