Why Structured Data May Be AI’s Next Enterprise Frontier

Enterprise AI startup Kumo is making the case that the next phase of enterprise AI will be shaped by structured and ...

Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...

Demystifying structured data: How to speak an LLM’s native language

Elk Marketing reports that structured data enhances AI understanding, enabling accurate entity recognition and improved ...

AI is making the internet invisible — and no one is talking about it

We are trading serendipity for speed. New data shows AI search favors utility over creativity, creating a "narrowing" of the ...

Why should you create personal knowledge bases for quicker responses to queries? Andrej Karpathy explains

Karpathy, a co-founder of OpenAI and a former director of AI at Elon Musk’s Tesla, has proposed that users can deploy this ...
IEEE

CCS-SQL: Enhancing Text-to-SQL Framework for Computational Queries via Large Language Models

Abstract: The Text-to-SQL task is to convert natural language queries into Structured Query Language (SQL) to achieve a natural language interface for database queries. The current research on Text-to ...
IEEE

A View-Oriented Skeleton Generation Method for Improving Multi-Table Text-to-SQL Translation Accuracy

Abstract: Recently, research on natural language to structured query (Text-to-SQL) has advanced rapidly, aiming to enable models to automatically translate natural language queries into executable SQL ...
Inc

Are LTMs the Next LLMs? This New Type of AI Can Do What Large-Language Models Can’t

Large-language models (LLMs) have taken the world by storm, but they’re only one type of underlying AI model. An under-the-radar company, Fundamental, is set to bring a new type of enterprise AI model ...
Geeky Gadgets

Power Query Isn’t Required: New Excel Functions Handle Straightforward Sources Cleanly

Have you ever felt like importing data into Excel is more complicated than it needs to be? Below My Online Training Hub walks through how Microsoft’s latest Excel functions, `IMPORTCSV` and ...
Science Daily

New computer language helps spot hidden pollutants

Biologists and chemists have a new programming language to uncover previously unknown environmental pollutants at breakneck speed -- without requiring them to code. Biologists and chemists have a new ...