Twenty publishers compete for ranking and revenue. Each one decides how much to invest in quality versus volume. A simplified "Google" ranks their content. The market finds its equilibrium. Your job: change the rules and watch what happens.
Drop the quality weight slider. Make AI cheap. Watch every publisher race to the bottom. This is not hypothetical. This is the content market right now.
The scary part? Every individual publisher is making a rational decision. The collective outcome is garbage. That is a market failure.
Avg quality
Quality publishers
Volume publishers
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Avg Quality
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Quality Publishers
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Volume Publishers
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Round
Jargon you just learned
- Incentive Structure
- The rewards and penalties that shape behavior. Change the incentives, change the outcome.
- Equilibrium
- A stable state where no one benefits from changing strategy. The system settles here.
- Race to the Bottom
- When competition drives everyone toward the cheapest, lowest-quality option.
- Nash Equilibrium
- When every player is doing the best they can given what everyone else is doing. Even if the collective outcome is terrible.
- Market Failure
- When individual rational decisions produce collectively irrational outcomes.
- Quality Collapse
- When a market loses its ability to distinguish or reward quality. Everything becomes slop.