#Data Provenance
2 articles with this tag
Artificial Intelligence
LLM Provenance: Tracking Data Origins with Graffiti
Daniel Chalef of Zep AI discusses the critical challenge of provenance in LLM-generated data and how the Graffiti framework addresses it through temporal graph modeling.
about 1 month ago
AI Research
Unlocking LLM 'Digital DNA' Audit
New framework LLMSurgeon enables post-hoc analysis of LLM pretraining data mixtures using only generated text, addressing the critical need for auditing foundation models.
3 months ago