At Open Source Summit Europe 2026, the openKylin community described a shift from managing resources to managing user intent. It introduced KART, a unified AI runtime, and AI features in openKylin 3.0 such as an assistant and intelligent search.
IOPaint uses several AI models to remove unwanted people or objects from photos and automatically rebuild the background. The free, open-source tool can run locally, so images never go to an online service.
Even agents built on top models struggle to complete complex tasks inside a given product reliably, so teams write large numbers of evaluations by hand. CopilotKit's CLiF uses agent traces and user actions to generate skills, evals and fine-tuning data instead.
AI makes it easier than ever to find potential vulnerabilities in open-source software, which is swamping maintainers with reports. The New Stack looks at how Akrites is handling that flood.
Nvidia has released new Nemotron models, including Nemotron 3.5 Super VL. They join a wave of open-weight releases from US labs that followed the Hugging Face hack.
ZDNet argues that as fast AI progress keeps pushing development forward, only certain Linux releases will be able to keep up.