Provenance describes where a model's training data came from and under what rights. It covers licensed corpora, publicly available material, synthetic data, and any customer or user data incorporated into training.
For deployed legal tools the operative question is usually narrower: whether the customer's own confidential inputs are used to improve models.
Alternative Names:
Model Training Data Origin
Why it Matters?
Two distinct risks attach. The first is confidentiality, addressed by no-training commitments covering customer inputs. The second is intellectual property, where unresolved litigation over training on copyrighted material creates uncertainty about downstream output. Legal buyers should separate these questions during diligence because vendors often answer only the first.
Frequently Confused with
Related terms
Frequently asked questions
Why does training data provenance matter to a law firm?
Do vendors disclose their training data?
