How Not to Be Replaced in the AI Era: The Complete Guide to Breaking Free from Salary Slavery

AI's true threat isn't the technology itself, but your dependence on others. Dan Koe presents five success factors (agency, taste, persuasion, persistence, iteration) and three action steps to guide you from being a salary slave to becoming an individual brand operator capable of creating value independently. This article is translated and organized from @thedankoe's writing
(Background summary: She wrote a 14-page thesis and was fired by Google; five years later, all her AI risk predictions proved correct)
(Additional context: The AI layoffs are becoming a societal powder keg! Silicon Valley profits hit new highs but nearly 150k people are laid off, widening the wealth gap and fueling the Occupy Wall Street movement)

Table of Contents

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• I – How to escape the salary slavery system
• II – The five success factors
• III – The antidote to job dependence is making yourself unemployable
  • 1. Immerse yourself in an environment that forces growth
  • 2. Choose a platform that provides feedback as close to reality as possible
  • 3. Learn one of these two skills to thrive in the future
• IV – How to start—spend 15 minutes to change your life trajectory
  • Step 1: Discover your raw materials
  • Step 2: Name your reverse backbone
  • Step 3: Publish your first idea tomorrow

Unfortunately, within about five seconds, all jobs will disappear.

At least, if you take seriously what those loud voices on social media are saying, that’s the feeling you get.

You might even adopt an "Anti-AI" ideology as your new identity—shouting "Screw AI," so you can feel like you're making a difference—when in fact, you're not changing any behaviors, expanding any skill sets, or adapting to the new world. After all, who would want to do that? Who wants to grow?

AI isn't the threat you think it is.

The real threat has always been the same:

Your dependence on others for your survival and happiness, entirely outside of yourself. Any form of technology will always threaten this. Your employer and government have their own survival needs; when something threatens them, they retreat to lower-level thinking and quickly try to eliminate the threat. That’s human nature. You can argue they "should" care about your well-being, but if you blindly believe they will fulfill their promises, you will be very, very disappointed.

AI has grown too large to be controlled by whining.

Complaining on social media about how much you hate AI won't stop jobs from being replaced (though they might not really be replaced—just play along with this setup for now), and it definitely won't stop the skills needed for success from changing as technology advances.

My hope in writing this letter is to offer you both perspective and a potential solution (which has existed since the dawn of civilization).

Regarding salary slavery, becoming a highly autonomous person, and why these ideas are meaningless unless they fundamentally change who you are, I want to share four thoughts.

Finally, I have a brief exercise with six questions that might open up a whole new way of living—even if it seems simple.

I – How to escape the salary slavery system

Salary slavery is working for others in meaningless tasks you have no choice over, just to survive.

I'm not against work.

I believe work is a valuable springboard for gaining practical experience and skills.

But whenever I speak negatively about work, some people can't help but say: "You're an idiot! I really love my job!"

Great. I’m not talking about you (though I partly think you're lying, just to avoid facing your potential and being unaware of it).

I'm talking about those who understand true enjoyment from psychology, those who can't tolerate the idea that: one-third of life is spent doing unchosen work, one-third exhausted mentally with nothing to show for it, and one-third sleeping... for over 40 years.

See, enjoyment, meaning, and a sense of achievement come from living on the edge of your abilities. There’s quite enough research on this. No, I won’t cite sources. Enjoyment comes from pursuing challenges just above your current skill level. Not so stressful as to cause anxiety, not so boring as to bore you. Video games exploit this. The tasks you accept need to be challenging enough—because if you’re a level-one character fighting a level-one-hundred boss, you’ll die instantly and hate the game. This is the key driver into flow state. If you can structure your life to increase the likelihood of triggering flow, enjoyment will flow endlessly.

The problem is, after a few months of work, you already know everything you need to know. You just punch in, complete tasks, punch out. You feel bored. It’s against your nature. You can feel it. Your attention no longer immerses in the task but shifts to "What else can I do?" For most people, that "what else" doesn’t involve meaningful goals but picking up the phone, letting the brain rot. Work rarely demands continuous skill upgrading to meet bigger challenges.

Climbing the career ladder helps, but you still can’t control the challenge level. You’re not working on your own project. Curiosity, passion, purpose, autonomy, and mastery are inherently lacking—and these five are the drivers of flow.

What does this have to do with salary slavery?

Civilization, literally, was built by tribes enslaving other tribes. This dynamic has never disappeared; it’s just become abstracted into employment, laws, and culture. Society is fundamentally a pyramid scheme. The bottom layer is always larger than the top, and mathematically, not everyone can be at the top. A boss, many employees—all dependent on the boss for survival.

Most of us grew up under industrial standards.

Become an expert. Dive deep into one field. Get a high-paying job that makes your friends think your kid is successful. And because you do this, you overlook everything else in the process. You learn how to do your job well, but not how the system paying your salary works. You don’t spend time in other fields, so you don’t know how to build your own venture. All you know is how to play a role in someone else’s business.

Before you realize it, your thinking ability has been destroyed—even if you were once considered "smart" for your skill. You earn a decent salary but feel unstable financially, falling into a chaotic cycle of stress. Stress narrows your thinking, making it harder to imagine a life where you’re building your own business.

You lack capital to do what you want. You lack time for self-development. You might be too exhausted (spiritually, not physically) to re-educate yourself, because most of your waking hours are feeding someone else’s vision.

By the way, this is how you survive in large-scale replacement—by promising to do your own thing.

The problem is, slaves don’t realize they’re slaves.

This is far beyond salary slavery. We’re all slaves, often enslaved by ideologies and belief systems in some way.

Slavery involves coercion, and when we hear that word, we think of physical forms. But salary slavery is financial. If you can’t stop working without causing disaster, and you lack skills to create alternatives, then whatever your feelings tell you, you fit the definition of a slave.

Worse, if you identify with your job, you might see this as a personal attack. You’ll feel threatened. You’ll want to argue with me—fine—but that only further confirms my point.

I think you get what I mean.

It’s terrible. I despise this idea.

Let’s talk about what’s possible now, and what you can do.

II – The five success factors

If you don’t create a routine, you’ll be assigned one.

Most people, for most of their lives, are trained to learn what they don’t want to learn, to get a job they don’t care about, serving people they’d rather avoid in daily life.

While I believe AI, technology, and social media have accelerated our understanding that “school and work are not the only options,” I also think people are simply tired of the extreme meaninglessness around them.

For those tired of the established path, here are the five success factors to become unstoppable in the future—so you can do meaningful things even if all jobs are replaced:

2. Agency — The ability to act without permission. Spot opportunities and take action without waiting for others.
3. Taste — Knowing what’s worth presenting to the world based on your experience.
4. Persuasion — The skill to make others care about what you do, not manipulation.
5. Persistence — Understanding that mistakes aren’t death, and mistakes are necessary.
6. Iteration — The process of continuously correcting errors based on feedback toward your goal (if something doesn’t work, learn and pivot until it does).

Today, everyone is obsessed with “high agency.”

I get it. It’s important. All the tech bros mimic each other, talking about how high agency is crucial, yet they signal their own low agency.

Yes, you need to be able to take action toward your goals. It’s one of the most important traits distinguishing entrepreneurs from employees. Entrepreneurs are those who bring things into the world that no one asked for.

But that’s just one piece of the entrepreneurial puzzle.

The five factors above can actually be boiled down to two skills: knowing how to do things, and having the experience to know what needs doing.

AI is currently excellent at asset creation, but viral content isn’t asset creation. Asset creation is a necessary condition for viral content, but not sufficient.

Anyone can make a video game last week, just like anyone could five years ago. The technology is accessible, commodified. Do you know how many mobile games are released each year? Thousands. Do you know how many hit games? Zero to five.

— Strauss Zelnick

Today, anyone can build anything, which means the entry barrier to entrepreneurship (the antidote to salary slavery) keeps lowering—but that’s not the most important part:

You, right now, can build an app.

Not the next Notion, but a manageable app or tool within a specific domain, focused on a goal that genuinely benefits people. Something that doesn’t need to be a hit to deliver value.

That’s what I actually recommend. I believe software will be the next info product. I mean, creating software will become the default option for creators, solo entrepreneurs, and one-person businesses. The market has been dominated by info products for so long because anyone can create them, but that doesn’t mean all succeed.

The problem lies in that diagram above.

You can build anything, but that doesn’t mean (1) it’s worth building, (2) people will care, or (3) you have the ability to iterate and persist based on feedback, making it something worth building and caring about.

If you truly understand this, you’ll do very well.

The second point is, agency, taste, persuasion, persistence, and iteration aren’t “high-value skills” you can learn just by watching a few YouTube videos.

Theories and tweets about how to become highly autonomous won’t make you more autonomous.

The only way to practice these is to start doing your own thing.

III – The antidote to job dependence is making yourself unemployable

I still remember the day I got my first web design client.

They paid me $300 for a poorly coded website I built by hand. It was a local mattress company; they just wanted a place for people to see their mattresses.

That’s it.

$300.

At that moment, everything became clear. I knew that if I could repeat, improve, and iterate on what I just did to make money, I could somehow gain more control over my life and future. This made me unemployable. It formed a deep belief: I would never accept a job again; I would fight for my own survival—even if that sounds exaggerated.

But that number, $300, can’t explain everything before that moment—the identity shift, convincing myself it was possible. Nor can it explain everything I learned in the seven years afterward.

I want to give you two things: a starting point for an identity shift to become that unemployable person, not just someone who likes the idea; and an action plan anyone can execute in their own unique way.

1) Immerse yourself in an environment that forces growth

The fastest way to change your life is to uproot yourself from your (physical and digital) environment. Change everything overnight. The places you go, the accounts you follow, the information you consume, etc. It’s hard but absolutely effective.

Behavior change = identity change.

You can try to lose 30 pounds through dieting, but if you’re not someone who values health and enjoys a healthy lifestyle, you’ll always feel like you’re fighting uphill. Most people will regain all the weight—unless you fundamentally change who you are.

How to do that?

Start by understanding how you became who you are today—that’s very helpful.

• You were born into a family and culture with specific values
• You absorbed those values, even if your parents didn’t force you
• The school you attended had specific values, and your teachers had their own
• You were exposed to a lot of information that could push your values toward rebellion, laziness, victimhood
• You got a phone, thanks to social media and our uncontrollable monkey mind, which exponentially accelerates this conditioning process

Of course, there are more details, but you get the idea.

It’s not all bad; in some ways, it’s necessary.

I’ve heard many emphasize authenticity, saying they hate “imitation” or copying, yet they still walk on two legs, speak English, because that’s what you do. You’re imitating. That’s called learning.

When your actions hinder the life you deeply desire, that’s when it gets worse. That inner voice whispering “You were born for a greater purpose” is real.

To start reconditioning, begin with your environment.

You must become extremely sensitive to all stimuli, because everything shapes who you are.

Here’s what to do:

Switch the switch overnight.

Tomorrow, wake up and do nothing the same as yesterday.

Set your alarm at a different time. Plan exactly what you’ll do upon waking. Eat different foods. Talk to different people. Consume different content. Everything.

As you continue, you’ll start to understand what kind of environment you should craft.

2) Choose a platform that provides feedback as close to reality as possible

The most dangerous lifestyle is one disconnected from continuous trial and error.

The process of correcting mistakes is the process of facing challenges, discovering, and gaining hard-won wisdom—and that wisdom leads to growth, and growth leads to achievement.

This applies not only to work—where, as you get used to tasks, the level of challenge normalizes. It also applies to business and entrepreneurship, and to those with an employee mindset: always needing instructions, or a manual to feel confident about your steps.

Let me ask you:

Before the internet, how did people figure things out? Before the flood of “how-to” guides and step-by-step processes? How was the first rocket built?

They tried. They failed. They didn’t let failure convince them it was impossible, nor did they indulge in instant gratification. They set new directions based on real feedback from reality. Eventually, they found that needle in the haystack.

They are smart.

Because a sign of a wise system is self-correction based on feedback. They have lighthouses that keep them from drifting off course in storms.

When I talk about entrepreneurship, I mean this.

I mean engaging your natural state. Engaging in creation. Pursuing unknown goals that require failure to achieve.

This is the only common trait among most successful people.

Failure isn’t a negative concept for them; it’s an essential constant of a good life.

All this sounds great, but how do you practically apply it in today’s world?

3) Learn one of these two skills to thrive in the future

Code and media are permissionless leverage. They are the leverage behind the new wealthy class. You can create software and media that work for you while you sleep.

— Naval

As a beginner, as a person, you don’t realize how much leverage you have, especially with AI.

I’m not talking about the lower-level AI usage—asking ChatGPT questions casually, or artists angry at AI stealing their work.

I’m talking about this level: understanding that almost anything can be built because AI allows you to enter a trial-and-error process. Sure, most initial outputs won’t be perfect, but if you have agency, iterate, persist, and develop taste, you can build almost anything—and it’s likely to become more and more real. Then, if you can persuade others, what you build can earn money for you while you sleep.

Of course, this was possible before AI. The core issue is that most people don’t understand: if you possess the five success factors, given enough time, anything is possible. AI just enables you to do more, faster, and access things previously unavailable—like building software, and supercharged learning and research.

That said, I believe media is more important than code.

When we talk about media, we mean content.

A single post, video, podcast, or article can reach thousands or even millions. In my view, this will be a crucial skill, especially as more people try to let AI handle everything.

Because with content, you need to know what good looks like.

You still need the education that AI can’t give you, because you haven’t started the trial-and-error process. You don’t know what to ask.

The value of content is subjective. Every reader interprets each sentence differently. In other words, there’s no single “correct” way to produce results.

On the other hand, the value of code is relatively objective. As long as it produces the desired result, how you write it doesn’t matter. As we saw earlier, mobile apps are more numerous than ever, but downloads and usage have actually declined.

Why?

Because they lack traffic. They don’t understand media and content. They can’t get people to use them, nor make people care enough to pay.

By the way, I’m not talking about those Instagram posts claiming “I let Claude manage my social media, gained 100k followers overnight.” Those are almost worthless unless you’re building trust and loyalty through storytelling and authority. You can do that with Eden, but only if you know what you’re doing.

Just like JK Molina said: Likes don’t pay the bills.

Smart content creation isn’t just about posting angry rants for likes and followers.

By the way, if you haven’t guessed, the environment you expose yourself to for identity transformation should include people, places, and habits aligned with the life you want. That’s part of it.

IV – How to start—spend 15 minutes to change your life trajectory

You’ve already changed your environment.

You’ve already chosen your platform.

You know media beats code because content’s value lies in the eyes of the beholder, which makes AI-generated content quickly commodified—because it’s become commonplace, opening space for genuine creators—whether they use AI or not, because again, AI isn’t the problem.

Now, you need to answer the only important question:

What is your life’s mission?

We’re building a life’s mission, not just a personal brand.

Peterson, Huberman, Watts—they all have “personal brands,” but they are deeply aligned with their purpose. They know what they want, and they use social media as a tool to achieve their goals, because with AI, it’s just a way to do more as yourself—since starting from zero, you probably won’t find much success on TV, radio, or publishing.

(Alan Watts of course never intended to build a “personal brand,” but he definitely had one—and this point still holds.)

Their personal brand is who they are.

That’s their identity.

If you want to see your identity come alive, just complete Eden’s onboarding process. It will construct it for you in a visual chart you can explore.

Most people like this idea, but quickly get stuck. They seek quick dopamine hits, searching “What’s the best niche to make six figures in content creation,” instead of digging into the value they already have from years of experience and stories—things they consider normal and therefore think are worthless.

Your raw materials for your life’s mission are already inside you, buried under years of being told to specialize, be pragmatic, and stop asking so many questions. This process isn’t about giving you a new idea; it’s about showing you what you already possess.

Take this seriously.

Close your tabs. Open a blank document. Set a 15-minute timer. Write down answers to each of these questions. Don’t skip the ones that make you uncomfortable.

Step 1: Discover your raw materials

Most of what makes you interesting has already been trained out of you. Your curiosity is dismissed as distraction. Your diverse interests are labeled as lack of focus. This system wants obedient workers.

Your content only works when it comes from truly yours.

Answer these questions, and if there’s no answer, keep going, letting the questions sink into your subconscious:

• Which topic do you know so well it’s almost accidental? Which topic have you researched for years across dozens of sources, yet no one pays you for it?
• What problems have you solved for yourself that you think others have already figured out? What comes naturally to you but seems to baffle others?
• What early mischief or trouble did you get into as a kid that was actually just early taste? Before anyone told you it was unrealistic, what fascinated you?

Circle one answer now. The one that stirs your feelings. That’s your raw material.

Don’t worry about your niche, content pillars, or any of that. Focus on the quality of your ideas—that’s what ultimately makes the difference.

Step 2: Name your reverse backbone

Nobody needs another person re-packaging common sense. Your content needs a perspective only you can see—one that comes from believing the mainstream is wrong.

Taste isn’t about knowing what’s good; it’s about knowing what’s broken and being unable to look away.

Answer these questions:

• Which mainstream advice actively makes your life worse? What must you “unlearn” to operate normally?
• What beliefs about your field do experts say are naive, but you just can’t let go of?
• What do everyone in your industry pretend not to see?

Compare the answers from Step 1 and Step 2. The overlap is your direction.

These answers will be your first post.

The best brand is that person’s world—publicly shared for others to explore.

Step 3: Publish your first idea tomorrow

This is a letter, not a course.

I’d love to include 20 modules here, but I can’t. That’s what the bootcamp is for.

The final element, marking the start of ending dependence on others’ finances, is simply to do it—begin with one post.

You already have your inspiration from the previous step.

Pick one.

Think about how to hook attention.

Think about how to make the main message hit hard.

Accept that the first iteration will be rough, and you can’t improve what doesn’t exist.

If you want a prompt/skill to brainstorm angles and variants to sense what “good” looks like, here’s a tip: combine answers from Step 1 and Step 2 into a sentence only you can write. Then publish it tomorrow as your first piece. A post, a video, a newsletter. Format (for now) doesn’t matter.

Now you finally get feedback from reality.

If it doesn’t work, good—you must learn. Study and find a persuasion technique to try in the next post, then the next, until you master this skill—because skill acquisition is stacking techniques when problems arise.

If you’re one of those saying “I wish this was more practical,” you’re blind. I just gave you the formula for doing anything.

And you just received feedback from your own mind, but failed to record it as an error to fix.

That’s it. Talk again next time.