DiffusionGemma matches Gemma 4’s variable transparency, but stays algorithmically opaque
A DeepMind interpretability audit finds DiffusionGemma’s intermediate states are almost as clear as those of Gemma 4, but its overall reasoning chain stays harder to reconstruct because diffusion mixes token generation across steps. The work flags new safety challenges for models that compute largely in latent spaces.