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 ...
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 ...
NDTV Profit on MSN

Oracle layoffs: 'Helped build FreeSQL' — employee who lost job pens note

Massey, who was 30 weeks pregnant and spent four years with the company, was laid off via an e-mail sent to her inbox.
Search Engine Land

Bing Webmaster Tools now links AI queries to cited pages

Microsoft added query-to-page mapping to its AI Performance report in Bing Webmaster Tools, letting you connect AI grounding queries directly to cited URLs. Why we care. The original dashboard showed ...
IEEE

Navigating through Work Items in Issue Tracking Systems via Natural Language Queries

Abstract: Issue Tracking Systems (ITSs) serve multiple purposes in software development: they represent requirements and bugs, facilitate communication between team members, and support project ...