"Agency > Intelligence"——能动性大于智力
“Agency > Intelligence”——能动性大于智力
作者:Andrej Karpathy(@karpathy)
平台:𝕏(Twitter)
发布:2025年2月24日 18:58
原文链接:https://x.com/karpathy/status/1894099637218545984
互动数据:浏览量 1126.2万 · 1948 条回复
原文全文(英文)
Agency > Intelligence
I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are we educating for agency? Are you acting as if you had 10X agency?
Grok explanation is ~close: “Agency, as a personality trait, refers to an individual’s capacity to take initiative, make decisions, and exert control over their actions and environment. It’s about being proactive rather than reactive—someone with high agency doesn’t just let life happen to them; they shape it. Think of it as a blend of self-efficacy, determination, and a sense of ownership over one’s path. People with strong agency tend to set goals and pursue them with confidence, even in the face of obstacles. They’re the type to say, ‘I’ll figure it out,’ and then actually do it. On the flip side, someone low in agency might feel more like a passenger in their own life, waiting for external forces—like luck, other people, or circumstances—to dictate what happens next. It’s not quite the same as assertiveness or ambition, though it can overlap. Agency is quieter, more internal—it’s the belief that you can act, paired with the will to follow through.”
— Garry Tan @garrytan: “Intelligence is on tap now so agency is even more important.”
中文翻译
能动性 > 智力
几十年来我的直觉都是错的——我认为这是因为文化中普遍对智力的崇拜、各种娱乐/媒体对 IQ 的迷恋等。
能动性比智力要强大得多,也更加稀缺。
- 你在招聘时看重能动性吗?
- 我们的教育在培养能动性吗?
- 你的行为方式像是拥有 10 倍能动性的人吗?
Grok 的解释很接近:作为人格特质,能动性指的是一个人主动发起行动、做出决策并掌控自身行动和环境的能力。它关乎主动而不是被动——高能动性的人不会让生活发生在自己身上,而是去塑造它。它是自我效能感、决心和对自己道路主人翁意识的融合。高能动性的人即使在逆境中也能自信地设定并追求目标。他们会说”我来搞定”,然后真的去搞定。相反,低能动性的人更像是自己人生的乘客,等待外部力量(运气、他人、环境)来决定下一步。
Garry Tan(@garrytan) 评论:“智力现在随手可得,所以能动性更加重要。“
背景与解读
为什么这条推文如此有共鸣?
Karpathy 的核心观点颠覆了社会普遍的价值排序。我们习惯性地崇拜”聪明人”——高 IQ、高学历、名校出身——但他指出:智力在 AI 时代正在变得廉价和商品化,而能动性依然是稀缺品。
| 维度 | 智力(Intelligence) | 能动性(Agency) |
|---|---|---|
| 定义 | 认知能力、知识储备 | 主动采取行动的能力 |
| 稀缺性 | AI 让智力变得唾手可得 | 永远稀缺 |
| 培养方式 | 学校教育、阅读、考试 | 在实践中习得,靠承担后果积累 |
| 信号 | 学历、证书、测试成绩 | 拿结果的能力、主动承担 |
三个关键追问
Karpathy 的三个问题递进式地挑战读者:
- 招聘——面试时你在找名校毕业生,还是在找能搞定事情的人?
- 教育——学校和家庭教育模式是在灌输知识,还是在培养孩子自己解决问题的能力?
- 自我——你是在被动等待指示,还是主动创造机会?
行业反响
这条推文获得了 1126 万+ 次浏览,大量科技圈人士转发评论。Garry Tan(Y Combinator 前合伙人)的回复尤为精辟:“Intelligence is on tap now so agency is even more important”——智力现在像自来水一样打开了就能用,所以能动性变得更重要。
Agency is the ultimate scarce resource in the age of AI.
在 AI 时代,能动性才是最稀缺的资源。
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