d=4 now works with rank-3 factorization + grokking (311 params trained)
Michael Carrick has hinted that Harry Maguire will be offered a new deal with Manchester United and believes “there’s a lot more to come” from the defender.
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But Anthropic also imposed limits that Michael views as fundamentally incompatible with war-fighting. The company’s internal “Claude Constitution” and contract terms prohibit the model’s use in, for instance, mass surveillance of Americans or fully autonomous lethal systems—even for government customers. When Michael and other officials sought to renegotiate those terms as part of a roughly $200 million defense deal, they insisted Claude be available for “all lawful purposes.” Michael framed the demand bluntly: “You can’t have an AI company sell AI to the Department of War and [not] let it do Department of War things.”
智能体以LLM为代表的前沿模型作为大脑，通过软件工程令其可以在高阶目标驱动下完成复杂任务。可以说未来大部分的复杂AI应用都会以Agent为载体。事实上，我们在科幻作品中所看到的AI形象，比如《钢铁侠》中的贾维斯或《2001：太空漫游》中的HAL 9000，正是创作者对以Agent为载体的未来AI的直观想象。只是和物理世界交换的AI本身就极为重要和复杂，现在习惯上把这部分单独放在具身智能/机器人领域讨论。
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Source: Computational Materials Science, Volume 267
“去年，投资人更倾向通用的具身智能叙事，比如偏好‘既能搬箱子、又能收拾桌子、还能叠衣服’的机器人。但现在则更看重能不能先扎进垂类场景，并且让客户愿意复购。这关系到商业化能力，也关系到能不能用数据飞轮突破真机数据不足的瓶颈。”刘年丰对《智能涌现》介绍。。关于这个话题，下载安装 谷歌浏览器 开启极速安全的 上网之旅。提供了深入分析