Machine Heart

Jul 28, 2026 · Artificial Intelligence

LLaDA2.2: The First Large‑Scale Agentic Diffusion Model and Its Breakthroughs

LLaDA2.2 introduces Levenshtein‑based edit operations, 128K native context, and block routing to turn diffusion language models into reliable agents, achieving competitive scores on 17 benchmarks, up to 1.64× higher throughput than comparable autoregressive models, and demonstrating a new path for agentic AI.