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From Normies to Demigods: Which Level of AI Mastery Are You At?
AI/ChatGPT

From Normies to Demigods: Which Level of AI Mastery Are You At?

September 16, 2025
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7 min read

Are you an AI sceptic or a grand master?

As David Szabo-Stuban brilliantly summarized, there are five core levels of AI mastery.

These are as follows:

Level 0: The Untouched (8 billion): AI is someone else's problem. Or opportunity. Or apocalypse. Whatever, it's not theirs.

Level 1: The Normies (~800 million): Free chatbot users. Weekend warriors. For them, ChatGPT = AI and switching from GPT-4o to GPT-5 was an existential moment.

Level 2: The Power Users (~5 million): They pay $20/month because the free tier is not enough. They get limited requests, they want better models, more access. Becoming power users. Somewhat frustrated by hallucinations but still very confident in how AI will disrupt everything. They usually think there's an AI tool for everything and don't necessarily understand how they're basically all the same tech.

Level 3: The Builders (~500k): They use ChatGPT Pro or Claude Max. They build rudimentary stuff with n8n, Zapier or Make. They don't trust ChatGPT outputs anymore and have developed an intuition for spotting hallucinations. They are all in on AI but don't yet know how deep the rabbit hole goes. They dominate Linkedin with their fancy n8n workflows where they call everything an AI agent.

Level 4: The Operators (~50k): Using Claude Code or Cursor to build stuff for themselves. Learning how to navigate AI swarms for building. Learning engineering principles to get better at things. Spennd increasingly large amounts of time with plumbing context instead of typing into models. These ppl stop hyping AI, because they know how much of it is held together by WD-40 and duct tape.

Level 5: The Researchers: They don't use AI. They build it. This is PhD superstar territory, demigod level knowledge.

Notice the pattern? Each level is ~10× smaller than the last. Each wall you break through filters out 90% of the people who were with you."

(See his Lumberjack newsletter for more: https://lnkd.in/etu6VwBS)

Would you agree? Which level are you at?

➡️ Influence Builders: AI workshops for your team

This was originally posted on Andras Baneth's LinkedIn account.

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Burnout: More Than Just Exhaustion

Burnout gets thrown around a lot, but what does it actually mean? Many assume it’s just extreme fatigue, but as Anna pointed out, it’s something deeper. Burnout drains you emotionally, mentally, and even physically. It’s not the kind of tiredness that a weekend off can fix.

A key distinction Anna made: while depression can affect every part of life, burnout is usually tied to work. But it doesn’t stay there. It spreads—first to colleagues, then to family, then to an overall sense of disillusionment.

The Perfectionist’s Trap

Burnout isn’t just about overworking—it’s about overworking with the wrong mindset. People who push themselves too hard, who never feel their efforts are enough, who equate self-worth with productivity—these are the most at risk.

A common misconception: If I love my work, I can’t burn out. But passion doesn’t shield you. In fact, it often makes things worse. Overcommitting, ignoring personal limits, and relying on caffeine or alcohol to keep up are all red flags.

The Long Shadow of Childhood Expectations

Why do some people burn out while others keep their balance? Often, it starts in childhood.

Many of us grow up believing that our worth is tied to achievement. If we didn’t excel, love and approval felt conditional. Some parents—often unknowingly—reinforce this by setting impossibly high standards or withholding affection when a child falls short. Over time, this creates a need for external validation, making burnout almost inevitable.

Take elite athletes. Their entire identity is wrapped up in performance. When they lose, it’s not just a setback—it feels like a loss of personal value. The same happens in workplaces. A high achiever who misses a promotion doesn’t just feel professional disappointment—they feel like they have failed as a person.

Midlife Crisis: Burnout of the Soul

This naturally led us to midlife crisis, which, in many ways, is burnout playing out on a larger scale.

Both stem from the same root: spending years chasing external markers of success without stopping to ask, Is this what I actually want?

The midlife crisis tends to hit in the 40s or early 50s, often when several pressures collide:

  • Aging Parents: The growing responsibility of caring for elderly parents forces many to confront their own mortality.
  • Teenage Children: At the same time, kids are becoming more independent, adding another layer of emotional complexity.
  • Career Pressures: By midlife, most people have built careers, but many start questioning if they’re on the right path.

It’s a perfect storm of obligations, internal and external, that makes people reevaluate everything—from their job to their marriage to their purpose.

Finding a Way Forward

So, how do we deal with burnout and midlife crisis without making rash decisions?

  1. Rethink Success – Instead of measuring success by salary, job title, or external validation, define it in terms of fulfillment and balance. If your work is draining you, can it really be called success?
  2. Recognize the Warning Signs – Losing interest in work, feeling detached, and struggling to muster enthusiasm are all early signs of burnout.
  3. Set Boundaries – Work will always demand more. It’s up to you to decide what is enough.
  4. Address Deep-Seated Patterns – If your self-worth depends on achievement, it might be time to rethink where that belief came from. Therapy and self-reflection can help break the cycle.
  5. Embrace Change – A midlife crisis isn’t necessarily a crisis—it can be a wake-up call. Maybe it’s time for a career shift, a realignment of priorities, or simply a different perspective.

Final Thoughts

Burnout and midlife crisis aren’t just work problems or age-related phases. They’re signals—urgent ones—telling us that something needs to change. The real question isn’t How do I push through? but Am I living a life that actually fits me?

If the answer is no, maybe the crisis isn’t a disaster. Maybe it’s an opportunity.