Databricks' Instructed Retriever beats traditional RAG data retrieval by 70% — enterprise metadata was the missing link

Instructed Retriever leverages contextual memory for system-level specifications while using retrieval to access the broader ...
Security Boulevard

Securing the Knowledge Layer: Enterprise Security Architecture Frameworks for Proprietary Data Integration With Large Language Models

A practical overview of security architectures, threat models, and controls for protecting proprietary enterprise data in retrieval-augmented generation (RAG) systems.
PBS

Musk and DOGE face new criticism for seeking access to sensitive IRS data

Elon Musk’s "Department of Government Efficiency" group is seeking access to data systems within the IRS that house financial information about every taxpayer, business and nonprofit in the country.
Forbes

How DOGE’s Access To IRS Data Puts Taxpayer Information At Risk

WASHINGTON, D.C. - JANUARY 03: The U.S. Flag flys above the International Revenue Service headquarters building on January 3, 2024, in Washington, D.C. (Photo by J. David Ake/Getty Images) The Trump ...
Geeky Gadgets

Why Your AI Memory & Retrieval System Fails and How to Fix It

What happens when your AI-powered retrieval system gives you incomplete or irrelevant answers? Imagine searching a compliance document for a specific regulation, only to receive fragmented or ...