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 ...
Dark Reading

JadePuffer: The First Complete LLM-Driven Ransomware Attack

An "agentic threat actor" successfully exploited a Langflow flaw to steal data from a production database server and encrypt ...
IEEE

Agri-LLM: Prompt-Based Large Language Model for Emission Data Analytics in Smart Agriculture

Abstract: Massive emissions of greenhouse gases (GHGs) have a negative impact on the development of sustainable agriculture. While techniques of imputation and forecasting facilitate the observation ...
Microsoft

One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection

The proliferation of large language models (LLMs) with varying computational costs and performance profiles presents a critical challenge for scalable, cost-effective deployment in real-world ...
GitHub

Clinical CDS LLM Evaluation Framework

Bilingual Clinical NLP/CDS LLM evaluation framework. This repository is structured to replicate clinical decision-making audits, claims segmentation, and trust mapping (as presented in the companion ...
GitHub

Simple gguf LLM Qwen3-VL, Qwen3.5, Qwen3.6, Gemma4 and others model loader for Comfy-UI.

Version 0.3.17 or latest supports qwen3-VL. Version 0.3.30 or latest supports qwen3.5. Version 0.3.35 or latest supports gemma4.

Freedom: The Rise Of The LLM-Agnostic, Token-Efficient Agentic System

Companies once measured AI by tokens burned. The real metric is whether your workflows survive when one lab pulls the model out from under you. Freedom from the Frontier.
IEEE

Requirements on Data Processing for Simulation Models in connected Industrial Digital Twins

Abstract: In the automation industry, concepts such as Digital Twins, representing virtual counterparts of physical assets, enhance efficiency, sustainability, and economic viability by enabling e.g., ...
techtimes

GitHub Copilot CLI Adds Pre-Commit Security Scanner: LLM Inference at the Detection Layer

GitHub shipped /security-review — a dedicated slash command for GitHub Copilot CLI — on Wednesday, putting AI-driven vulnerability scanning inside the terminal for the first time as an experimental ...