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We can see that the threshold map distributes perturbations more optimally than purely random noise, resulting in a clearer and more detailed final image. The algorithm itself is extremely simple and trivially parallelisable, requiring only a few operations per pixel.
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Ring-2.5-1T 的发布，标志着大模型从“聊天机器人（Chatbot）”向“智能体（Agent）”的进化。
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