Recently I read The 2028 Global Intelligence Crisis, a widely discussed scenario published by Citrini Research. The piece imagines a near-future economic crisis caused by rapid advances in artificial intelligence. It’s written as a fictional “memo from 2028” and explores what might happen if machine intelligence grows faster than society can adapt.
While the article is deliberately speculative — a scenario rather than a prediction — it raises important questions about the future of work, wealth, and economic stability in the age of AI.
Here’s my take.
The Core Idea: Intelligence Becomes Abundant
The central thesis of the report is simple but powerful:
Human intelligence has always been scarce — AI makes intelligence abundant.
For centuries, economies relied on human expertise to solve problems, navigate complexity, and make decisions. The report argues that once AI agents can perform these tasks cheaply and at scale, entire industries could collapse.
Anything whose value proposition is:
“I help you deal with complexity”
becomes vulnerable.
That includes:
- Software development
- Financial advice
- Legal services
- Travel booking
- Accounting
- Administrative work
According to the scenario, unemployment could rise above 10% while markets decline sharply.
This idea is often described as an “intelligence displacement spiral” — where AI replaces human work faster than new jobs are created.
The Most Interesting Concept: “Ghost GDP”
One of the most fascinating ideas in the report is something called Ghost GDP.
The theory suggests AI could massively increase output and productivity — but without increasing incomes for most people.
In other words:
- The economy grows on paper
- Companies become more efficient
- But consumers have less money
This creates a dangerous imbalance.
Businesses depend on customers. If automation removes incomes faster than new opportunities emerge, demand collapses — even in a highly productive economy.
This is the real risk the report highlights.
Where I Agree
1. AI Will Disrupt White-Collar Work First
Previous technological revolutions mostly replaced manual labour.
AI is different.
It targets:
- Analysts
- Developers
- Marketers
- Accountants
- Customer support
- Consultants
For the first time, high-income knowledge workers are at risk.
This shift is already happening.
AI tools can now write code, analyse data, produce content, and automate workflows at a fraction of the cost.
That trend is real.
2. Businesses Will Adopt AI Faster Than Society Adapts
Companies are incentivised to reduce costs.
If AI reduces expenses by 50–90%, businesses will adopt it immediately.
But labour markets adjust slowly.
This mismatch could create temporary instability.
That part of the scenario feels realistic.
3. Intelligence Is Becoming a Commodity
This might be the most important insight.
AI is turning intelligence into infrastructure — like electricity or the internet.
Once intelligence becomes cheap:
- Decision-making gets automated
- Expertise becomes scalable
- Productivity explodes
That transformation is already underway.
Where I Disagree
1. Total Economic Collapse Is Unlikely
The report assumes that job losses automatically lead to economic collapse.
History suggests otherwise.
Every major technological revolution created:
- New industries
- New roles
- New markets
AI will likely do the same.
Governments will respond with:
- Policy changes
- Economic stimulus
- Training programs
- New regulation
The economy adapts.
It always has.
2. AI Will Augment Humans — Not Replace Them Entirely
The biggest flaw in many AI doom scenarios is the assumption that humans become unnecessary.
In reality:
The future looks more like:
Human + AI > AI alone
People who use AI effectively will outperform those who don’t.
This creates new opportunities rather than pure displacement.
3. AI Creates New Demand
Lower costs create new markets.
For example:
- Cheaper software → more startups
- Cheaper marketing → more businesses
- Cheaper services → more consumption
AI might reduce costs so dramatically that new industries appear.
The report underestimates this effect.
The Real Crisis Isn’t AI — It’s Adaptation
The real insight from the 2028 Global Intelligence Crisis is not economic collapse.
It’s speed of change.
If AI advances slowly:
Society adapts.
If AI advances rapidly:
We get disruption.
The risk is not intelligence itself.
The risk is transition shock.
What This Means for Businesses
The takeaway is clear:
Businesses must become AI-native.
Companies that adopt AI early will dominate.
Those that don’t may disappear.
The biggest risk is not AI.
The biggest risk is being slow.
What This Means for Workers
The safest strategy is:
Learn to work with AI.
The most valuable people in the future will be those who can:
- Use AI tools effectively
- Solve real-world problems
- Build systems
- Understand customers
- Make decisions
AI replaces tasks.
It rarely replaces ownership and leadership.
Final Thoughts
The 2028 Global Intelligence Crisis is not a prediction.
It’s a warning.
It shows what could happen if AI advances faster than society adapts.
But the future is not predetermined.
AI could create:
- Massive productivity
- New industries
- Lower costs
- Better services
- Greater prosperity
Or it could create disruption.
Most likely, it will create both.
The real question isn’t:
“Will AI cause a crisis?”
The real question is:
“How fast can we adapt?”
