Diffusion LLMs can now handle real agentic work.
LLaDA 2.2 is the first large-scale diffusion LLM built to operate as a real agent, planning, calling tools, and self-correcting across long multi-turn trajectories, and it keeps the speed advantage of block-parallel decoding.
Lots of technical decisions here that stand out: