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% ...
CSO Online

Hole in widely-used FFmpeg codec could crash media servers or enable RCE

Research from JFrog into the software supply chain vulnerability points to the need for better visibility into applications, ...

FFmpeg fixes PixelSmash flaw in widely used video decoder

A newly disclosed FFmpeg flaw dubbed 'PixelSmash' could be exploited for remote code execution on Jellyfin servers under ...
Microsoft

Guarding AI memory

Microsoft takes a defense-in-depth approach to protect AI memory spanning every layer of the stack: storage, retrieval, model ...
Visual Studio Magazine

VS Code 1.125 Adds Copilot Spend Meter After Billing Shock

VS Code 1.125 adds in-editor visibility into additional Copilot budget usage as GitHub's AI-credit billing model continues to draw developer scrutiny.

Microsoft fixes AutoGen Studio flaw that enabled code execution

A vulnerability chain dubbed AutoJack in Microsoft's AutoGen Studio interface for prototyping AI agents could let attackers ...