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  1. NewsRead24 Sept 2026

    Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs

    IO-aware KV caching and parallel decoding for diffusion LLMs โ€” cuts memory footprint and speeds up token generation, relevant for agent runtimes that need fast, efficient inference.