SDSHNet: Dynamic feature fusion with transformer and star operation for efficient detection in aluminum alloys microscopic inclusion

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The Department of War has stated they will only contract with AI companies who accede to “any lawful use” and remove safeguards in the cases mentioned above. They have threatened to remove us from their systems if we maintain these safeguards; they have also threatened to designate us a “supply chain risk”—a label reserved for US adversaries, never before applied to an American company—and to invoke the Defense Production Act to force the safeguards’ removal. These latter two threats are inherently contradictory: one labels us a security risk; the other labels Claude as essential to national security.

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但他也明确指出,真正的创新靠的是强化学习,不是蒸馏。从 DeepSeek、月暗、MiniMax 公开的论文来看,它们都用有相当完善的基础设施和优秀的人才,远非只靠小聪明小伎俩企图弯道超车的「小作坊」。