I’m currently going through my emails after the summer holidays and stumbled across an interesting article by Jürgen Appelo. I don’t usually read newsletters after the holidays because I focus on work emails, but this article caught my eye:
Don’t Panic!—The AI Job Apocalypse Is Coming (But Humans Will Always Have Work)
Jurgen Appelo kicks off with an unexpected lesson from 2 billion years ago: the Great Oxygenation Event. Cyanobacteria—early organisms that produced toxic oxygen—nearly wiped out all life. But in the ruins, oxygen-breathing life emerged and flourished.
His message? A similar shift is happening now with AI. It’s not just another tool—it’s a paradigm-shifting force. But just like back then, this disruption will birth new ecosystems of work—for humans.
So…
Is the upcoming Great Automation Event (GAE) a Job Apocalypse?
AI is automating jobs at breakneck speed. Panic is everywhere: layoffs, shrinking opportunities, and fears of human irrelevance. But Appelo challenges the idea that a “jobless future” is inevitable. Instead, he sees:
- Transformation, not elimination.
- Value shift, not value loss.
- And a new division of labor between AI and humans.
Let’s explore his 8 reasons why human jobs aren’t going extinct—they’re just evolving.
| # | Key Point | Summary | Why Humans Still Matter |
|---|---|---|---|
| 1 | The Creativity Trap | AI recycles existing ideas through probabilistic recombination. Wharton research shows most AI ideas lack novelty. | Humans generate genuine originality, break patterns, and spark new paradigms. |
| 2 | The Common Sense Problem | AI lacks intuitive reasoning and fails in novel, nuanced situations. It can’t reliably apply “duh”-level logic. | Humans excel at adaptability and contextual judgement—vital in crisis management and leadership. |
| 3 | The Consciousness Question | AI lacks subjective experience (qualia), self-awareness, and intrinsic motivation. | Many roles require empathy, moral intuition, and the subjective understanding only humans possess. |
| 4 | Empathy as Competitive Advantage | AI can’t replicate emotional intelligence or form real connections. | Careers like teaching, therapy, and customer care depend on genuine human connection. |
| 5 | The Ethics and Oversight Imperative | AI often amplifies bias. It lacks ethical frameworks and moral reasoning. | Human oversight ensures fairness, transparency, and value alignment in high-stakes applications. |
| 6 | The Authenticity Premium | Consumers seek authenticity—uniquely human stories, effort, and craftsmanship. | Humans deliver realness and trust in both luxury and everyday markets. |
| 7 | The Meaning-Making Imperative | Humans crave purpose and identity through work. AI frees us from drudgery but doesn’t fulfill our psychological needs | People choose work for fulfillment, not just income—especially in creative, social, and caring fields. |
| 8 | Comparative Advantage | AI consumes huge resources. Not all tasks are worth automating, even if AI can do them. | Humans will specialize where it’s economically or ethically better to deploy people, not machines. |
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