>[!question] > How to properly evaluate dataset compliance >[!idea] > Develop a new legal risk framework and an Agent that leverage it to analyze datasets compliance at scale. ## 🔮Insights ### Agentic workflow need ![[Pasted image 20250301102200.png]] >[!insight] > The risk framework is composed of 14 criteria which are recursively applied to each component crawled by the agent and they take the max as they aggregate ### Risk framework ![[Pasted image 20250301102602.png]] >[!insight] > The risk framework is used by an agent to recursively automatically crawl and extract the needed data to score datasets risks. ## 🌐 Related ### 🧭 Topic Compass #### Where Does X come from? #### What is similar to X? #### What compete with X? #### Where can X lead To? ### 📖 References ![[LG_AI_Research_Data_compliance_arxiv_EST.pdf]]