事先提醒:这并不容易阅读,不是因为它复杂,而是因为它要求你对自己极其诚实。
那些按照以下内容采取行动的人,将会把这篇文章视为他们人生的一个转折点。
其他所有人只会继续滑向下一个毫无意义的内容。
这是你需要面对的令人不适的事实:
目前压力最大的工作岗位并不是人们所预期的那些。它既不是工厂工人,也不是仓库员工。
具有讽刺意味的是,历史上一直免受重大职业颠覆性事件影响的,恰恰是那些受过高等教育的“笔记本电脑阶层”——包括软件工程师、会计师、市场营销人员以及其他白领专业人士。
专家估计,到2030年,约有50%到80%的白领工作者将受到AI的冲击。
可以这样理解:一个原本需要10人的营销团队,现在只需要3人,但是这3个人的产出却超过了之前的10人——他们的市场价值上升,而另外7人的价值则下降。
这已经在所有行业中发生,不幸的是,大多数人直到为时已晚才会意识到这一点。
好消息是,你可以选择自己处于这个方程的哪一边。
成为三者之一的蓝图已经存在;你只需要去遵循它。
在今天这篇内容中,我将把那份行动手册交给你。
在开始之前先说明一点:我在这里涵盖的所有内容都来自我人脉网络中与身价数百万美元的创始人的真实经历和真实对话。我不是在进行理论推测,我只是如实汇报我亲眼见过哪些方法确实有效。
接下来的十分钟可能真的会改变你的人生轨迹——请做好笔记。
心态转变
Mindset Shift → 心态转变
一切从这里开始。搞错了这里,本文中其他内容都无关紧要。
大多数人属于以下两种类型之一:
第一类阵营将 人工智能 视为一种威胁。
这是发生在他们身上的某种 事情——需要被监控、害怕,或被忽视,直到无法再被忽视为止。
这些人是这样的一群人:有一天他们会打开自己的笔记本电脑,发现他们整个职业生涯所围绕建立的角色被“凭空”重组掉了。
TLDR:“被动”群体。
第二阵营将 AI 视为他们曾经拥有过的最强大杠杆。这是一个应该奔向的东西,而不是逃离的东西。这些人正在成为“三人团队”的一部分,并利用 AI 来放大他们的产出、价值和收入,而他们周围的其他人仍在争论这场淘金热是否真的存在。
你必须现在就决定你属于哪一个阵营。
复利效应在两个方向上都起作用。你在第一个阵营中度过的每一个月,都是第二阵营的人进一步拉开差距的一个月。
停止问:“AI 会取代我的工作吗?”开始问:“我该如何利用 AI 让自己变得不可替代?”
每一个接下来的部分都假设你已经做出了你的选择。如果你还没有做出选择,现在就花五分钟去做出它。
本文接下来所阐述的原则,只有在你真正接受人工智能正在到来,并且明白你对它的回应是你唯一可以控制的变量时,才有价值。
这种思维方式的转变很简单,但并不容易。
一些建议:如果你已经真正决定不想与人工智能有任何关系,那么不要只是待在一个正在被悄然自动化的岗位上。要有意识地转向那些人工智能不容易复制的领域:
如果你只是想“选择退出”,这也是一个正当的选择;只需要相应地做出转型即可。
建立人工智能技能
心态是基础。人工智能技能是在其基础上构建的。
到2026年,这无疑是你时间利用效率最高的方式,而且远超其他方式。
我不是指被动地阅读工作流程或观看YouTube视频并感到自己很有成效。我是指,真正亲手操作人工智能。
通过动手实践来学习,而不是通过观看。
这些是你现在最需要培养的AI技能:
提示工程(Prompt Engineering) - 学习如何与AI沟通
一切都依赖于提示(prompts)。每一个工作流程、每一个输出、你构建的每一个系统,其质量都取决于你与AI进行精确沟通的能力。模糊的提示会产生模糊的结果。具体且结构良好的提示会产生真正有价值的输出。
这是基础。一个能够持续从 AI 中提取真正有用输出的人,其价值已经超过大多数只是随意使用这些工具的白领。在做其他任何事情之前,先掌握这一点。
2. 工具叠加 - 结合 AI 工具以获得最佳效果
一位使用 Perplexity 来收集数据、使用 Claude 来进行综合分析,并使用自定义技能来格式化输出的研究人员,并不是在做三倍的工作。他们所做的工作量,是那些只用一个工具却用得很差的人所做工作的十倍。
- 代理式工作流(Agentic Workflows) - 部署/使用自主系统
代理系统是实际魔力发生的地方。
构建系统,让AI代理能够自主地执行多步骤任务,而不需要你每一步都进行提示。你定义目标并设置参数,系统就会运行。
4. 在你的特定领域中的 AI 应用 —— 在你当前角色中应用 AI
特定领域的 AI 技能让你变得不可替代。
一个懂得如何构建 AI 内容工作流 的营销人员是有价值的。
一个懂得如何构建 针对其行业、受众以及公司品牌语调量身定制的 AI 内容工作流 的营销人员,几乎是不可能被取代的。
我的建议:在你自己的领域深入钻研。精确了解 AI 如何应用于你公司所面临的具体问题。
5. 保持更新
这并不算是一项传统意义上的“技能”,但学会如何在这个有史以来发展最快的科技领域中保持更新,绝对是一个巨大的优势。
我个人的做法:每天浏览 AI 社交/新闻来源(X/Reddit/YT),创建内容(主动回忆),并参与以 AI 为重点的网络,以便持续学习。
提示:使用 AI 来帮助你培养这些技能。Claude 在为完全初学者制定学习计划方面表现出色。
我最近发布了一篇文章,深入探讨了这个主题(包含真实示例,以及我在这里未提及的其他一些技能):
构建个人技能
这些是能让你在市场上获得巨大优势的非技术性技能。
培养这些技能,它将让你与99%即将被AI取代的人区分开来。
我本可以将这个列表列得非常长,但我将只着重介绍四个最重要的“个人”技能:
工作伦理
在一个由AI驱动的世界中,这将成为你的新护城河。
你的动力、工作能力、学习能力以及快速迭代的能力将使你在你所在部门的所有人中脱颖而出。
在我自己的企业中,我一直在寻找具备这些特质/技能的人。
训练自己努力工作、加班久一点,并且真正投入精力,对自己的工作感到自豪。
2. 品味与创造力
这是人工智能无法制造的唯一事物。
任何人都可以使用人工智能生成内容、构建产品或生产输出。
真正有价值的是知道哪个输出实际上是好的(以及原因)的人。
研究你所在领域的优秀作品。学习表达为什么某些东西有效,以及为什么某些东西无效。
我可以从个人经验告诉你,我实际上是在解雇那些品味差的人,并将资源重新分配给那些品味很棒的人。
3. 人际关系 + 网络
机会不是来自算法,而是来自人。
投资于建立一个能"回报"你的人脉网络。
参加会议,结交AI 原生的朋友,在一家 AI 初创公司实习。
你的人脉不仅是在你*如果*被取代时的安全网,而且你的人脉也会为你提供新的成长机会。
- 适应能力
养成持续学习的习惯,并对正在发生的变化保持好奇。
从事市场营销的人,如果能够转向销售、运营和领导岗位,就不太可能被取代。
问问自己:"在我当前的角色中,我可以学习哪些子技能?"
这些子技能会成为你的新安全网,同时也会为新的增长机会打开大门。
我的提示(一些建议)
一组关于如何做到“不可替代”的快节奏技巧
建立分发能力
打造个人品牌——不需要很大,但在 X 上拥有 1,000 名粉丝确实可能彻底改变你的人生。
发展讲故事能力
讲故事是你真正打动他人的方式。它也是你推销想法、争取客户、晋升以及建立分销渠道的方式。
变得“可见”
分享你正在构建、学习和测试的内容。在 X、LinkedIn 上。
记录自己旅程的人会吸引机会。默默工作的人成为隐形的。
寻找导师或社区:压缩你的学习曲线的最快方式,是与那些已经身处你想要到达位置的人在一起。寻找一个社区、一位导师,甚至只是一些在网上认真致力于在人工智能时代进行建设的人。
使用 AI:将 AI 为你所用。用它来为你辅导 AI 技能、研究工作机会,并尽你所能获得市场优势。示例:创建一个 Claude 项目,并将整篇文章粘贴进去作为上下文。然后让它根据你的具体需求整理一个量身定制的学习计划。
结语
回顾一下,你需要做三件事。
首先,转变你的思维方式。
其次,培养 AI 技能。
第三(也是最重要的一点),你需要培养真正让你在市场竞争中脱颖而出的个人能力。
做到这三点,你几乎是不可替代的。
这一切都不复杂,但确实需要你对自己保持诚实,并在你目前欠缺的领域投入努力进行技能提升。
这就是筛选标准。大多数人会读到这里,感到二十分钟的激励,然后什么也不改变。那些付诸行动的人,将会回过头来看,把这篇文章视为改变他们人生轨迹的那一篇。
我希望你喜欢这篇文章。我真心喜欢写这篇文章。
如果你从中获得了价值,一定要关注我 @aiedge_ ——我在这个账号每周发布三次关于最热门 AI 话题的文章。
最后,请点赞/转发这篇文章,以便其他人能找到它 💙
显示英文原文 / Show English Original
Fair warning: this is not an easy read, not because it is complicated, but because it requires you to be brutally honest with yourself. The people who act on what follows will look back at this article as a turning point in their lives. Everyone else will just move on to the next piece of mindless content. Here's the uncomfortable truth you need to face: The jobs under the most pressure right now are not the ones people expected. It is not the factory workers or the warehouse staff. Ironically, it's the highly educated laptop class of software engineers, accountants, marketers, and white-collar professionals who have historically been safe from major career disruption events. Experts estimate that by 2030, anywhere from 50-80% of white-collar workers will be disrupted by AI. Think of it this way: a marketing team that used to need 10 people now needs only 3, BUT those 3 are producing more than the 10 ever did - their market value increases while the other 7 decrease.
This is already happening across ALL industries, and unfortunately, most people won't realize until it's too late. The good news is, you get to choose which side of the equation you're on. The blueprint for being one of the three exists; you just need to follow it. In today's piece, I'm handing you that playbook. One note before we get into it: everything I cover here is drawn from real experiences & real conversations with multimillionaire founders in my network. I am not theorizing, I am simply reporting back what I have seen work. These next ten minutes could genuinely shift your life trajectory - take notes. Mindset Shift Everything starts here. Get this wrong, and nothing else in this article matters.
Most people fall into one of two camps: The first camp treats AI as a threat. Something HAPPENING to them - something to be monitored, feared, or dismissed until it cannot be ignored any longer. These are the people who will one day open their laptops and find that the role they built their entire careers around has been restructured out of "thin air." TLDR: the "passive" group. The second camp treats AI as the most powerful lever they have ever been given. Something to run toward, not away from. These are the people becoming the group of three and using AI to multiply their output, their value, and their income while everyone around them is still debating whether this gold rush is even real. You have to make a decision right now about which camp you are in. The compounding effect works in both directions. Every month you spend in the first camp is a month in which the people in the second camp pull further ahead. Stop asking, "Will AI take my job?" and start asking, "How do I use AI to make myself impossible to replace?"
Every section that follows assumes you have made your choice. If you have not made it yet, take five minutes to make it now. The principles that follow in this article are only valuable if you have genuinely accepted that AI is coming and that your response to it is the only variable you control. The mindset shift is simple, but it is not easy. Some advice: if you have genuinely decided you want nothing to do with AI, do not just sit in a role that is quietly being automated. Make a deliberate move toward something AI cannot easily replicate: skilled trades, hands-on services, high-touch human roles. If you just want to "opt out," that's a legitimate choice; just pivot accordingly. Building AI Skills Mindset is the foundation. AI skills are what you build on top of it. This is by far the highest-leverage use of your time in 2026, and it's not close. I don't mean passively reading about workflows or watching YouTube videos and feeling productive. I mean, actually getting hands-on with AI.
Learn by DOING, not by watching. These are the most important AI skills to build right now: Prompt Engineering - learning to communicate with AI Everything runs on prompts. Every workflow, every output, every system you build is only as good as your ability to communicate with AI precisely. Vague prompts produce vague results. Specific, well-structured prompts produce genuinely valuable outputs. This is the foundation. A person who can consistently extract genuinely useful outputs from AI is already more valuable than the majority of white-collar workers who use these tools casually. Master this before anything else. 2. Tool Stacking - combining AI tools for optimal results A researcher who uses Perplexity to gather data, Claude to synthesize it, and a custom skill to format the output is not doing three times the work. They are doing ten times the work of someone using a single tool poorly. 3. Agentic Workflows - deploying/using autonomous systems
Agentic systems are where the real magic happens. Building systems where AI agents execute multi-step tasks autonomously without you prompting every single step. You define the goal and set the parameters, and the system runs. 4. AI In Your Specific Domain - applying AI in your current role Domain-specific AI skills make you irreplaceable. A marketer who knows how to build AI content workflows is valuable. A marketer who knows how to build AI content workflows tailored to their industry, audience, and company's voice is nearly impossible to replace. My Advice: Go deep in your own field. Learn exactly how AI applies to the specific problems your company faces. 5. Staying Updated This isn't really a conventional "skill," but learning how to stay up to date in the fastest-moving tech space ever is certainly a massive edge. What I personally do: scan AI social/news sources daily (X/Reddit/YT), create content (active recall), and stay involved in an AI-focused network to learn constantly.
Tip: Use AI to help you build these skills. Claude is excellent at making learning plans for complete beginners. I recently published a piece that goes deep on this topic (with real examples and a few other skills I didn't mention here): Building Personal Skills These are the non-technical skills that give you a massive market edge. Build these skills, and it'll set you apart from 99% of people who are about to get replaced by AI. I could make this list exponentially long, but I'll stick to covering the four most important "personal" skills: Work Ethic In an AI-driven world, this is your new moat.
Your drive, ability to work, learn & iterate fast will set you apart from everyone else in your department. In my own businesses, I'm constantly looking for people with these traits/skills. Train yourself to work hard, stay late, and actually put in effort and take pride in your work. 2. Taste & Creativity This is the one thing AI cannot manufacture. Anyone can generate content, build a product, or produce an output with AI. The person who knows which output is actually good (and why) is actually valuable. Study great work in your field. Learn to articulate why something works and why something does not.
I can tell you from personal experience, I'm literally firing people with poor taste and reallocating resources to those with great taste. 3. Human Connections + Network Opportunities do not come from algorithms. They come from people. Invest in building a network that can "repay" you. Go to conferences, make AI-native friends, intern at an AI startup. Your network is not only your safety net *if* you get replaced, but your network will also feed you new growth opportunities. 4. Adaptability Build the habit of learning continuously, and stay curious about what is changing.
The person in marketing who can pivot to sales, operations, and leadership roles is less likely to be replaced. Ask yourself: "What sub-skills can I learn in my current role?" Those sub-skills become your new safety net and also open the door to new growth opportunities. My Tips (some advice) A section of rapid-fire tips to be "irreplaceable." Build distribution: build a personal brand - doesn't have to be big, but 1,000 followers on X could literally change your life. Develop storytelling: storytelling is how you genuinely reach people. It is also how you sell ideas, land clients, get promoted, and build distribution. Become "visible": share what you are building, learning, and testing. On X, LinkedIn. People who document their journey attract opportunities. People who work in silence stay invisible.
Find a Mentor or community: the fastest way to compress your learning curve is to be around people who are already where you want to be. Find a community, a mentor, or even just a handful of people online who are serious about building in the AI era. Use AI: Use AI to your advantage. Use it to tutor you in AI skills, research job opportunities, and do everything you can to gain a market edge. Example: Create a Claude project and paste this entire article as context. Then tell it to curate a learning plan tailored to your specific needs. Closing To recap, you need to do three things. First, shift your mindset. Second, build AI skills. And third (most important of all), you need to build personal skills that genuinely set you apart from your market competition. Do those three things, and you're damn near irreplaceable.
None of this is complicated, but it does require you to be honest with yourself and to put effort into upskilling in areas you're currently lacking. That is the filter. Most people will read this, feel motivated for twenty minutes, and change nothing. Those who act on it will look back on this as the article that shifted their trajectory. I hope you enjoyed this article. I genuinely enjoyed writing this one. If you got value from this, be sure to follow me @aiedge_ - I'm publishing articles on the hottest AI topics 3x/week on this account. Lastly, please Like/Repost this article so others can find it 💙