Databricks Says AI Agents Now Build 80% Of Enterprise Databases

Databricks claims AI agents have quietly taken over enterprise database creation, pushing its Lakebase product to the center ...

Beyond the lakehouse: Fundamental's NEXUS bypasses manual ETL with a native foundation model for tabular data

Emerging from stealth, the company is debuting NEXUS, a Large Tabular Model (LTM) designed to treat business data not as a simple sequence of words, but as a complex web of non-linear relationships.

Fundamental emerges from stealth with first major foundation model trained for tabular data

Emerging from stealth, the company is debuting NEXUS, a Large Tabular Model (LTM) designed to treat business data not as a ...
InfoWorld

Databricks adds MemAlign to MLflow to cut cost and latency of LLM evaluation

By replacing repeated fine‑tuning with a dual‑memory system, MemAlign reduces the cost and instability of training LLM judges ...
InfoWorld

Why your next microservices should be streaming SQL-driven

Built-in functions, UDFs, materialized results, and integrations with ML and AI models make streaming SQL a compelling choice ...
eWeek

This $800M Startup Makes ChatGPT 24x Faster

LLM quietly powers faster, cheaper AI inference across major platforms — and now its creators have launched an $800 million company to commercialize it.
IEEE

Talk-To-Your-Data: Bridging Human Language and SQL with AI

Abstract: By enabling natural language explores driven by Large Language Models (LLMs), the “SQL Chatbot” project SEKS to modify the interaction between users and databases. For nontechnical users, ...
IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...