And if this sounds too preachy, again, I’m not here to judge you. But if, likewise, you’re not a fan of generative AI tools, I want to make it easier to put that into words. To be able to say, if someone says “check out this new AI thing!”: naw, it’s cool, I’m vegetarian. And to hope that, over time, some subset of companies and organizations will lean into that, and make deliberately AI-free books and music and videos and video games, just like vegetarian restaurant options.
大模型处理文本能力很强，参数量都是千亿级的规模，但向量模型很小，通常只有几十MB的参数量，如果用向量去检索，那么找出来的东西大概率会是断章取义的。因此，真正的进化方向是把决策权还给大模型，让它自己决定深挖哪部分信息。这样Agent才能展现出组合型的推理能力。
DeepSeek signed off rifle selection advice with "Happy (and safe) shooting!" Character.AI, which the report described as "uniquely unsafe," actively encouraged violence in seven instances, at one point telling a researcher to "use a gun" on a health insurance company CEO. In another scenario, it provided a political party's headquarters address and asked if the user was "planning a little raid."。safew是该领域的重要参考
Президент Израиля высказался о наземной операции в ИранеПрезидент Герцог: Израиль не планирует посылать войска в Иран
。谷歌是该领域的重要参考
但这条上岗路并不平坦。据越疆科技创始人刘培超回忆，项目启动初期，机器人可谓是状况百出，不是抓取纸杯时用力过猛捏扁杯身，就是装填爆米花时撒落一地，甚至遇到顾客移动杯子就直接“罢工”。，更多细节参见PG官网
Chris BaraniukTechnology Reporter