MeMo's memory model lets teams upgrade their LLM without retraining it — and performance jumps 26%

Researchers' MeMo keeps AI memory separate from reasoning, so teams can upgrade their LLM without retraining it and see a 26% ...

MIT's MeMo lets teams swap in a better LLM without retraining — and performance jumps 26%

MIT's MeMo keeps AI memory separate from reasoning, so teams can upgrade their LLM without retraining and see a 26% performance gain, researchers say.

Beyond RAG: Why every AI search platform is now agentic and what that means for your content

AI search has outgrown simple RAG. Learn how today’s hidden AI retrieval systems decide whether your content gets surfaced or ...
The Hacker News

Attackers Use LLM Agent for Post-Exploitation After Marimo CVE-2026-39987 Exploit

An unknown threat actor has been observed using a large language model (LLM) agent to conduct post-compromise actions after obtaining initial access following the exploitation of a publicly-accessible ...
InfoWorld

Taming the generative AI back end

Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
GitHub

Text-to-SQL Agent

This agent enables non-technical users to analyze e-commerce transaction data by asking questions in plain English. The LLM reasons through the question, determines which tables and queries are needed ...
GitHub

anagh9/llm-sql-tool

A sophisticated AI-powered system that converts natural language questions into SQL queries and executes them against a MySQL database. Built with OpenAI's GPT-4, FastMCP protocol, and intelligent ...
Microsoft

The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text

How much information about training samples can be gleaned from synthetic data generated by Large Language Models (LLMs)? Overlooking the subtleties of information flow in synthetic data generation ...
prmoment.com

PR urgently needs a ‘tier LLM’

Ever since I started in PR several hundred years ago, the premise of the tier one and two media approach has always held strong — albeit with the odd beef about how these were defined. The halo effect ...
Psychology Today

Using "Prompt Engineering" for Safer AI Mental Health Use

The use of Large Language Models (LLMs) for mental health is a topic of pressing concern 1. There are both great unmet mental health needs for which well-designed, supervised AIs could provide ...
Microsoft

Demographically-inspired query variants using an LLM

This study proposes a method to diversify queries in existing test collections to reflect some of the diversity of search engine users, aligning with an earlier vision of an ‘ideal’ test collection. A ...
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 ...