XDA Developers on MSN

My local LLM can call every tool that Claude can, except it runs on my own hardware

Local models are trained on tool calling these days, and they can be pretty good at it, too.
XDA Developers on MSN

I gave my local LLM my Docker Compose files, and it found security holes I missed

Nothing broke, so I never looked.

AMD’s Ryzen AI Halo makes local AI look easy, but at $4K, easy doesn't come cheap

A year ago the Ryzen AI Halo, AMD's tiny new AI workstation, would have offered devs and machine learning enthusiasts an ...

This latest frightening ransomware attack was orchestrated entirely by an LLM

A recent report from cloud security firm Sysdig details the capabilities of JadePuffer, which it says is the first ransomware ...
InfoWorld

Four agentic AI memory systems for smarter LLMs

These third-party projects greatly expand the ways agents and LLMs can draw on facts, documents, and conversations to deliver ...
Tech Times

NVIDIA Diffusion LLM Hits 2.42x Throughput Without Retraining: Nemotron TwoTower Released

NVIDIA diffusion language model Nemotron TwoTower achieves 2.42x LLM inference throughput without a full retraining run, ...
Communications of the ACM

What Platform Security Taught Me About Trusting LLM Agents

I have spent most of my career in platform security, where the first instinct you develop is a kind of professional pessimism ...
Tech Times

LLM Data Mixture Breaks When Training Pools Shift: Causal Inference Offers Fix

LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.