Relational Foundation Models for Enterprise Data with Jure Leskovec - #768
Kumo's RFM2 performs in-context learning on new enterprise databases with zero training
Jure Leskovec presents Kumo's Relational Foundation Model (RFM2), which reframes enterprise databases as graphs and enables zero-shot predictions on new multi-table datasets via in-context learning over subgraphs. The model is already deployed at Reddit, DoorDash, and Coinbase, suggesting real enterprise traction. While technically significant for ML practitioners, the signal is more niche than broad AI industry news.