New MCP specification kills old risks but opens fresh attack surfaces, Akamai finds

A major overhaul of the Model Context Protocol due next month removes several longstanding protocol-level security risks but ...

Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most

Xiaomi's HarnessX autonomously rewrites AI agent harnesses mid-execution, delivering +14.5% avg performance gains — and +44% ...
InfoWorld

Using Visual Studio Code’s ‘air-gapped’ AI model mode

Visual Studio Code 1.122 introduced a new feature, “ Use BYOK [Bring Your Own Key] without a GitHub sign-in ,” that allows ...
IEEE

A Transformer-Based Multimodal Model for Urban–Rural Fringe Identification

Abstract: As the frontier of urbanization, urban–rural fringes (URFs) transitionally connect urban construction regions to the rural hinterland, and its identification is significant for the study of ...
IEEE

Diffusion to Confusion: Naturalistic Adversarial Patch Generation Based on Diffusion Model for Object Detector

Abstract: Many physical adversarial patch generation methods are widely proposed to protect personal privacy from malicious monitoring using object detectors. However, they usually fail to generate ...

Fine-tuning forgets. RAG leaks context. Hypernetworks build the model your agent needs on demand.

Why AI agents stall in production: fine-tuning forgets, RAG leaks context. Hypernetworks generate a task-specific model from ...
Microsoft

AutoJack: How a single page can RCE the host running your AI agent

Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...
BBC

Density of materials - AQA

There are different ways to investigate density. In this required practical activity, it is important to: record the mass accurately measure and observe the mass and the volume of the different ...