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.
GitHub

Language Guided Concept Bottleneck Models for Interpretable Continual Learning

This repo is the official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning". We follow the framework of Pilot to implement this ...
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 ...
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 Comparative Study of Machine Learning and Large Language Models for SQL and NoSQL Injection Vulnerability Detection

The exponential growth of data in relational (SQL) and non-relational (NoSQL) databases has led to an increase in injection attacks, ranking them among the top cybersecurity threats. This study ...
IEEE

A Proposal of SQL Query Description Problem in SQL Programming Learning Assistant System

Abstract: Nowadays, SQL (Structured Query Language) is widely taught in universities and professional schools worldwide. SQL is a powerful domain-specific language designed for managing and querying ...
GitHub

AI Text-to-SQL Streamlit Dashboard

Natural Language to SQL: Ask questions like "Show total sales by country". Groq LLM Integration: Powered by Groq’s Llama-3 model for accurate SQL generation. Dynamic Visualizations: Automatically ...