Human beings have several ways of solving collective problems due to Thomas W. Malone:
- We vote.
- We organize hierarchically.
- We exchange.
- We cooperate socially.
- And we compete, adapt and evolve.
Each of these mechanisms can produce remarkable results. But each can also become destructive.
Why?
A recent perspective by Paul Van Lange and Paul Bergmann offers an important clue. Reviewing decades of research on human cooperation, they argue that cooperation is generally easier between individuals than between groups.
Reciprocity, empathy and psychological safety can support cooperation between people, while group boundaries make ingroup favouritism, outgroup distrust and perceived threat more likely. Under adverse conditions, cooperation can deteriorate into hostility and conflict.
I think this suggests a broader hypothesis:
The Flip Hypothesis: A collective intelligence that produces cooperation within a social boundary can produce competition or conflict when that same intelligence is applied across group boundaries.
Perhaps the problem is not that our different forms of collective intelligence are inherently good or bad, but that they work differently depending on the level at which they operate.
At the individual level, an intelligence can solve a problem. At the group level, the same intelligence can become a weapon against another group. I call this the flip.
1. Democracy
Democracy solves a fundamental problem: How do people make a decision when they disagree?
The basic intelligence is aggregation. Each person contributes a judgment, preference or vote. The result allows a population to act collectively without requiring everyone to agree. At its best, democracy transforms disagreement into peaceful decision-making.
But the same mechanism can flip. If people begin to see politics as a struggle between groups, democracy can become a competition between “us” and “them.” The majority can stop seeing the minority as fellow citizens and start seeing them as an opposing camp.
The intelligence of collective choice becomes the logic of collective victory.
Democratic intelligence:
Everyone gets a voice.
Its flip:
Our side must defeat their side.
The danger is therefore not disagreement itself. It is group identity turning disagreement into conflict.
2. Hierarchy
Hierarchy solves another problem: How can many people coordinate quickly?
Someone has responsibility. Roles are clearly defined. Authority is delegated. In an emergency, this can be extraordinarily effective.
- A hospital cannot have every person engaged in every action while patients are bleeding.
- A fire brigade needs coordination.
- An aircraft needs a clear command structure.
Hierarchy is therefore a genuine form of collective intelligence.
But it can flip.
With responsibility comes power. Power becomes self-preservation. The leader can begin to fear losing control. Subordinates can begin to conspire for increased power. Alliances in the hierarchy start to compete for influence. We get a power struggle.
Then the hierarchy no longer exists primarily to solve the initial problem. It exists to preserve itself.
Hierarchical intelligence:
Coordinate responsibility.
Its flip:
Power conservation and power struggle.
The problem is not hierarchy itself. The problem is when the group begins protecting the hierarchy rather than its purpose.
3. The market
Markets solve a remarkable coordination problem. Millions of people can cooperate without knowing one another.
I make something you want. You make something I want. We exchange.
- Neither of us needs to know anything about the other’s life.
- Prices communicate information.
- Competition encourages adaptation.
- Specialization allows people to produce things they could not produce alone.
This is a powerful form of collective intelligence. But markets can also flip.
Once everything is treated primarily as something to exchange, things that should remain outside ordinary market logic can become commodities.
- Care becomes a service.
- Attention becomes a product.
- Nature becomes a resource.
- Human relationships become transactions.
- Competitors are bought to alleviate competition.
The mechanism that efficiently coordinates exchange begins to colonize domains where exchange is not necessarily the appropriate relationship.
Market intelligence:
Create value through voluntary exchange.
Its flip:
Turn everything into a commodity, and own the market.
Again, the problem is not the intelligence itself. It is the loss of boundaries around its proper domain.
4. Society
The fourth intelligence is social cooperation.
Families, friendships, neighbourhoods, associations and communities allow people to do things that markets and hierarchies cannot do on their own.
The underlying mechanism is trust. I help you because I know you. You help me because you know me. We develop norms. We develop obligations. We develop the sense that other people’s welfare matters to us.
This is fundamental to human cooperation. But there is a flip.
The same mechanisms that create strong cooperation inside a group can strengthen boundaries between groups.
- If I trust “my people” more than outsiders, cooperation becomes parochial.
- If I empathize with my own group members but not with another, empathy can become discriminatory.
- If we are safe inside the group but not outside it, the group can become increasingly suspicious of outsiders.
Social intelligence:
Trust and support one another.
Its flip:
Trust us, distrust them.
This is precisely where the research of Van Lange and Bergmann becomes particularly relevant. Their model describes how ingroup favouritism and outgroup distrust can emerge from the same social conditions that make cooperation within groups possible.
5. The ecosystem
The fifth intelligence is different. An ecosystem does not require a central decision-maker.
Different agents try things. Some succeed. Some fail.
Successful patterns spread. Unsuccessful patterns disappear.
Competition and selection generate adaptation.
This principle appears in biological evolution, but analogous processes can also operate in science, technology, entrepreneurship and culture. Nobody has to know the final answer in advance.
The system searches. That is a powerful form of intelligence, but it has a dangerous flip.
If evolutionary competition is transformed from a description of how adaptation happens into a moral principle, we can start treating winners as inherently deserving and losers as inherently disposable.
Competition becomes justification. “Survival of the fittest” stops being an observation about selection and becomes a prescription for society.
Ecosystem intelligence:
Allow experimentation, competition and adaptation.
Its flip:
Treat victory as moral superiority.
This is where an adaptive mechanism can become an ideology.
The common pattern
The five intelligences are different.
- Democracy aggregates.
- Hierarchy coordinates.
- Markets exchange.
- Society connects.
- Ecosystems adapt.
None of them should simply replace the others. A functioning society needs all five.
The interesting question is therefore not: Which intelligence is best?
It is: Where does each intelligence work, and where does it become dangerous?
And here the group problem becomes important.
- A democracy can unite citizens internally while dividing them into political blocks.
- A hierarchy can coordinate a team while creating internal conflicts or external enemies.
- A market can create cooperation between buyers and sellers while creating unethical competition.
- A community can generate extraordinary solidarity while excluding outsiders.
- An ecosystem can generate innovation while turning competition into a justification for domination.
The same mechanism that produces cooperation within one boundary can produce competition across another.
The flip
This suggests a more general principle:
Collective intelligence has a scale problem.
- An intelligence that works between individuals does not automatically work between groups.
- At the individual level, I can empathize with you.
- At the group level, I may empathize primarily with “people like us.”
- At the individual level, reciprocity can produce trust.
- At the group level, reciprocal behaviour can become tit-for-tat competition between camps.
- At the individual level, psychological safety allows cooperation.
- At the group level, perceived threat can make another group appear dangerous even before it has done anything harmful.
This is close to the central insight of Van Lange and Bergmann’s 2026 paper, although the five-intelligence framework is my own extension rather than their terminology.
Why this matters for democracy
This may help explain one of the deepest problems in politics.
We often design institutions to make individuals cooperate. But then we organize those individuals into competing groups.
- Political parties compete.
- Nations compete.
- Corporations compete.
- Departments compete.
- Religions compete.
- Ideological movements compete.
And once people identify strongly with a group, the other group can stop being perceived simply as a collection of individuals. It becomes an opponent. The person disappears behind the category.
This is why institutional design matters. We cannot simply tell people to be more cooperative. We need institutions that make cooperation between groups easier and conflict less rewarding. That may be one of the most important tasks for a new generation of democratic institutions.
From competition between groups to cooperation between individuals
This gives Peer Democracy a different justification. The point is not simply to give people more opportunities to vote. It is to change the structure of political interaction.
Instead of asking people to join permanent political teams, citizens can participate directly in particular questions. Instead of identifying primarily as members of parties, they can temporarily become participants in a decision. Instead of “our party versus their party,” the political unit becomes:
What should we do about this particular problem?
The distinction may appear small. It is not. It changes the social boundary around cooperation.
The ultimate ambition is not to eliminate the five intelligences. It is to let each one do what it does well while preventing its logic from taking over domains where it becomes destructive.
- Democracy should help us decide.
- Hierarchy should help us coordinate.
- Markets should help us exchange.
- Society should help us trust.
- Ecosystems should help us adapt.
And democracy should also help us keep all five in balance. Perhaps the deepest form of collective intelligence is therefore not choosing one intelligence.
It is knowing when to use which one — and when its logic has begun to flip.