What follows is a quick map, not a deep dive: Sustainability, Research, Apps, Books & Documentation, Seminars, and Transart — five areas this community has actually been building in, this year.

One thing ties all five together: in every single example, AI is essential — either as object of study (research on language models, on alignment, on what a model even is), or as a tool that materializes an idea (vibe-coding, agentic AI turning a weekend sketch into a working app), or, often, both at once.

Everything mentioned here is real, live, and linked — most of it from udk.ai itself.