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 ...
InfoQ

Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models

Google has launched SQL-native managed inference for 180,000+ Hugging Face models in BigQuery. The preview release collapses the ML lifecycle into a unified SQL interface, eliminating the need for ...
IEEE

A Hybrid Deep Learning Model for SQL Injection Attack Detection

Abstract: An increasing number of web application services raises significant security concerns. Online access to these applications exposes them to multiple cyberattacks. The Open Web Application ...
marktechpost

An Implementation to Build Dynamic AI Systems with the Model Context Protocol (MCP) for Real-Time Resource and Tool Integration

In this tutorial, we explore the Advanced Model Context Protocol (MCP) and demonstrate how to use it to address one of the most unique challenges in modern AI systems: enabling real-time interaction ...
IEEE

SPG-SQL: Semantic Path Guided SQL Generation Model with Gumbel-Enhanced Graph Pruning

Abstract: Aiming to reduce the learning cost of database operations, Text-to-SQL methods provide a strategy of automatically generating structured query language (SQL), which is an active research ...
autoevolution

YouTuber Finds 1926 Ford Model T, Makes 2.5-Hour 'Make It Run' Tutorial, Sets It on Fire

Some cars invite you in with chrome and comfort. The Model T invites you into a time machine, hands you three pedals that mean the wrong things, and politely asks you to learn 1910s. Then it coughs, ...
GitHub

Camera model - SQL schema issue with on column

The SQL schema for the Camera model seems to have a bug where the on column isn't quoted. on is a keyword and should therefore be written as "on" to be accepted by PostgreSQL. The same is true for ...
Scientific Research Publishing

Designing a Detection Model for SQL Injection Attack ()

SQL injection attacks pose a critical threat to web application security, exploiting vulnerabilities to gain access, or modify sensitive data. Traditional rule-based and machine learning approaches ...
GitHub

MacHu-GWU/mcp_ohmy_sql-project

mcp_ohmy_sql is a state-of-the-art SQL Model Context Protocol (MCP) server built on SQLAlchemy that provides universal database connectivity with intelligent query optimization, configurable tool ...