DataDignity: Training Data Attribution for Large Language Models

Xiaomin Li, Andrzej Banburski-Fahey, Jaron Lanier

Auditing language-model outputs often requires more than judging correctness: an auditor may need to identify which source document most likely supports the knowledge expressed in…