Amir Husain, coauthor of Hyperwar: Conflict and Competition in the AI Century, said that AI is being used to compress the U.S. military’s decision-making framework, known as the OODA loop—an acronym for observe, orient, decide, and act. He said AI is already playing a significant role in observation, or in interpreting satellite and electronic data, tactical-level decision-making, and the “act” phase, specifically through autonomous drones that must operate without human guidance when signals are jammed. Some of those drones are actually copycats of Iran’s own autonomous Shahed drones.
规模效应的释放，进一步体现在营收结构与供应链效率上。2025年，瑞幸自营门店收入362.43亿元，同比增长41.6%，联营门店收入115.94亿元，同比增长49.7%，联营门店的高速增长成为营收增量的重要引擎。
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If we're in a pessimistic scenario… Anthropic's role will be to provide as much evidence as possible that AI safety techniques cannot prevent serious or catastrophic safety risks from advanced AI, and to sound the alarm so that the world's institutions can channel collective effort towards preventing the development of dangerous AIs. If we're in a "near-pessimistic" scenario, this could instead involve channeling our collective efforts towards AI safety research and halting AI progress in the meantime. Indications that we are in a pessimistic or near-pessimistic scenario may be sudden and hard to spot. We should therefore always act under the assumption that we still may be in such a scenario unless we have sufficient evidence that we are not.
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