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 ...
Le Lézard

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 ...
The Financial Express

Physics Wallah, Microsoft launch new AI upskilling courses in India: Check all details

As part of the partnership, some of the specific courses include comprehensive training in Data Analytics (covering SQL, Python, and Power BI with Copilot assistance) and over 125 hours of Digital ...
IEEE

Advancing Natural Language to SQL: A Comparative Study of Open Source LLMs on Benchmark Datasets

Abstract: Translating Natural Language to SQL (NL-to-SQL) allows users to communicate with databases using a common language instead of complicated query syntax. This is important as it frees the ...
IEEE

Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods

Abstract: With extensive pretrained knowledge and high-level general capabilities, large language models (LLMs) emerge as a promising avenue to augment reinforcement learning (RL) in aspects, such as ...

Pureinsights Discovery 2.8 Introduces MCP Support for Agentic AI Applications

New enterprise connectors for SharePoint Online, OracleDB, SMB, and LDAP expand out-of-the-box data access for AI ...
CIO

The missing piece in every failed AI/BI rollout is already on your data team

AI knows what ‘churn’ means in a dictionary, but it doesn't know how your company defines it. Analysts are the secret sauce ...