Shreya is a Ph.D. student at UC Berkeley's EPIC Data Lab advised by Aditya Parameswaran. Her research focuses on advancing data systems and human-computer interaction!
This podcast dives into her latest work on the Data Agent Benchmark! This is the first benchmark testing how well agents can perform multi-step queries across multiple database systems!
We also covered DocETL and Semantic Operators, as well as how database principles can shape the future of AI agents, and why context management may be the new data management!
A lot of big takeaways from this one, I hope you find it useful!
YouTube: https://www.youtube.com/watch?v=C-fNVPYZrVg
Spotify: https://spotifycreators-web.app.link/e/juDmrVcp71b