Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

To confirm this is an architecture problem rather than a model quality problem, Databricks reran published STaRK baselines ...
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Kumo Launches KumoRFM-2, the First Foundation Model to Outperform Machine Learning on Enterprise Data, Scaling to 500 Billion Rows

Kumo, a leader in predictive AI, today announced its launch of KumoRFM-2, the first foundation model to outperform fully supervised machine learning on enterprise relational data. Built by the team ...