Rank-1 linear, factorized embed, sinusoidal PE (period 11), ReLU carry detection, parabolic logit decoding
Fully autonomous weapons. Partially autonomous weapons, like those used today in Ukraine, are vital to the defense of democracy. Even fully autonomous weapons (those that take humans out of the loop entirely and automate selecting and engaging targets) may prove critical for our national defense. But today, frontier AI systems are simply not reliable enough to power fully autonomous weapons. We will not knowingly provide a product that puts America’s warfighters and civilians at risk. We have offered to work directly with the Department of War on R&D to improve the reliability of these systems, but they have not accepted this offer. In addition, without proper oversight, fully autonomous weapons cannot be relied upon to exercise the critical judgment that our highly trained, professional troops exhibit every day. They need to be deployed with proper guardrails, which don’t exist today.
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相比企业数量，研发人员的总数扩张更快，从2021 年度的273.91 万人增加41.78%至388.35万人。不过，研发人员的增长数量在2023 年度之后却逐年递减，增幅依次为39.06 万人、26.62 万人和13.37 万人，折射出研发人力布局从“量”向“质”的过渡。
PYBackend (Python / FastAPI)