DreamReasoner-8B is an open-source block diffusion model that demonstrates strong long-chain-of-thought reasoning. A systematic study shows that small training block sizes preserve reasoning effectiveness, while large sizes degrade performance. Block-size curriculum learning gradually transitions training from fine to coarse blocks, enabling robust and generalizable reasoning across inference settings, with results competitive to Qwen3-8B on mathematical and code benchmarks.