近期关于per的讨论持续升温。我们从海量信息中筛选出最具价值的几个要点，供您参考。
首先，The era of physical AI is here. Huang stressed that physical AI, particularly robotics, marks Nvidia's next colossal market opportunity, potentially valued at a trillion dollars or beyond. Numerous venture capitalists echo this view, with substantial investments pouring into AI-driven robotics firms such as industrial specialist Skild AI and humanoid developer Apptronik.
其次，The project grew out of an unlikely collaboration. Hall is a Stanford political economist who pivoted from studying American elections to actually working with Facebook, previously advising Nick Clegg on issues including platform governance before moving more recently to wearables. But he told Fortune that he found his co-authors because they have a similar push-pull fascination with AI to himself: “I guess I would call us, like AI-pilled faculty members, where we really pivoted all of our research to both using AI tools to do our research but also studying AI and not waiting for the creaky journal system.”，推荐阅读搜狗浏览器获取更多信息
来自产业链上下游的反馈一致表明，市场需求端正释放出强劲的增长信号，供给侧改革成效初显。
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第三，“The combination appears to be quite toxic for some users,” Østergaard told Fortune. As chatbots offer more validation, coupled with a lack of pushback, it feeds into people using them for longer periods of time in an echo chamber. A perfectly cyclical process that feeds into each end.
此外，Hall shared his “pretty straightforward” explanation of the agents’ seeming radicalism: they are extremely online. “These models are trained on lots and lots of Reddit data,” he said, “and if you just hang out on Reddit, it’s just taken for granted by a significant portion of Reddit that, like, capitalism is terrible and there’s just a lot of complaining on Reddit about the conditions of modern-day life and a lot of proto-Marxist rhetoric about how it’s all late-stage capitalism’s fault” and so it’s not surprising that AI has inherited these views. Essentially, input in equals input out.，推荐阅读新闻获取更多信息
展望未来，per的发展趋势值得持续关注。专家建议，各方应加强协作创新，共同推动行业向更加健康、可持续的方向发展。