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The Incentives Lab
Perverse Incentives · Environment

Cheap Fossil Fuels via Externalities

Underpriced externalities keep dirty energy artificially competitive.

"Clean energy loses because dirty energy doesn't pay its bill."

Quick answer

What is Cheap Fossil Fuels via Externalities? Underpriced externalities keep dirty energy artificially competitive. Externality pricing is industrial policy.

In the wild

Unpriced air, water, and climate damages.

Why it matters in the room

Externality pricing is industrial policy.

Counter-move

Carbon pricing. Pollution-tied true-cost accounting.

Visual · Counter-loop
INTENDED GOALtargetACTUAL OUTCOMEgamed
Cheap Fossil Fuels via Externalities routes effort away from the intended target.
Live example · Re-architect Cheap Fossil Fuels via Externalities

Flip the incentive. Watch the side-effect move.

Underpriced externalities keep dirty energy artificially competitive. Caught in the wild: Unpriced air, water, and climate damages.

● Live
What gets measured
Headline number the org is paid on
088100
What quietly moves with it
Quiet damage the proxy hides
074100

In the room: Externality pricing is industrial policy.

Counter-move from the Atlas: Carbon pricing.

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Human Behavior Element™ · HBE Spec

The full taxonomy entry

Every concept in the Atlas uses the same structure — so Cheap Fossil Fuels via Externalities can be compared, recombined, and cited like an element on a periodic table.

About the standard →
P
CF
HBT-P1671
Official name
Cheap Fossil Fuels via Externalities
Perverse Incentives · Environment
Identity
HBT ID
HBT-P1671
Symbol
CF
Official name
Cheap Fossil Fuels via Externalities
Synonyms
Environment
Keywords
Perverse Incentives, Environment, human behavior, incentive design
Version
v1.0
Last updated
Maintained by The Incentives Lab
Classification
Kingdom
Systems
Domain
Incentive Design
Family
Perverse Incentive
Class
Environment
Element
Cheap Fossil Fuels via Externalities
Definition
Scientific
Underpriced externalities keep dirty energy artificially competitive.
Plain-English
Underpriced externalities keep dirty energy artificially competitive.
Feynman
Clean energy loses because dirty energy doesn't pay its bill.
Core principle
Underpriced externalities keep dirty energy artificially competitive.
One-sentence summary
Externality pricing is industrial policy.
Mechanisms
Psychological
Underpriced externalities keep dirty energy artificially competitive.
Behavioral econ.
Externality pricing is industrial policy.
Neurological
Reward, threat, and salience circuits bias attention toward the cue.
Evolutionary
Heuristics that paid off in ancestral environments now misfire in modern systems.
Sociological
Group norms and status incentives reinforce the pattern across a team.
Computational
Models trained on biased human signals will replicate and amplify the pattern.
Systems thinking
Feedback loops between metrics, incentives, and behavior lock the pattern in place.
Signals & signature
Inputs (activators)
Unpriced air, water, and climate damages.
Outputs (observable)
Externality pricing is industrial policy.
Behavioral signature
You see Cheap Fossil Fuels via Externalities when the explanation for a decision sounds reasonable but the outcome keeps repeating.
Behavioral molecules
Often combines with related Atlas entries — see the rail below.
Pathways · before
A goal, metric, or contract clause makes the behavior rational locally.
Pathways · after
Locally rational choices accumulate into a systemic distortion.
Domains where it shows up
  • Business
  • Leadership
  • Government
  • Healthcare
  • Education
  • Sales
  • Marketing
  • AI
  • Negotiation
  • Media
  • Public Policy
  • Relationships
Examples
Everyday
Unpriced air, water, and climate damages.
Modern
Externality pricing is industrial policy.
Historical
A pattern repeatedly documented since the foundational behavioral science literature on perverse incentive.
Famous experiments
See the References block — primary papers in the Atlas link out to the original studies.
Design principles
How to leverage
Externality pricing is industrial policy.
How to reduce
Carbon pricing. Pollution-tied true-cost accounting.
How to redesign
Carbon pricing. Pollution-tied true-cost accounting.
The Perverse Incentive Lens™
How it's exploited
Organizations weaponize cheap fossil fuels via externalities — sometimes deliberately, often by accident — when metrics reward the symptom rather than the outcome.
Common perverse incentives
Volume metrics, short review windows, bonus cliffs, and contracts that pay on activity rather than impact.
Failure modes
When Cheap Fossil Fuels via Externalities dominates, teams optimize for the dashboard while the real outcome quietly degrades.
Incentive redesign
Carbon pricing. Pollution-tied true-cost accounting.
Ethical considerations
Don't engineer cheap fossil fuels via externalities into customers, employees, or citizens as a manipulation tactic — design for informed choice instead.
Diagnostic questions
  • Where in our org would Cheap Fossil Fuels via Externalities most often show up unnoticed?
  • Which metric, ritual, or contract clause quietly rewards Cheap Fossil Fuels via Externalities?
  • If we removed every payoff for Cheap Fossil Fuels via Externalities, what behavior would replace it?
  • Who benefits when Cheap Fossil Fuels via Externalities persists — and who pays the cost?
Organizational warning signs
Metrics
A KPI is hit while the underlying outcome stalls or worsens.
Behaviors
People route around the rule rather than challenge it.
Language
'That's just how we do it here.' / 'The system requires it.'
Culture
Naming the pattern is treated as disloyalty.
Red flags
  • People defend the status quo using the language of cheap fossil fuels via externalities.
  • Decisions cluster around the easiest narrative rather than the strongest evidence.
  • New data changes the slide deck but not the decision.
  • Anyone naming the pattern is treated as the problem.
Intervention playbook
Immediate
Make the perverse payoff visible to the people creating it.
30-day
Run a small pilot that pays for the outcome, not the proxy.
Long-term
Rewrite the comp plan, contract, or ritual so the right behavior becomes the easy behavior.
AI considerations
Detect
Audit training data and reward signals for the same pattern this element describes.
Avoid amplifying
Don't optimize models on metrics that already encode the perverse incentive.
Counteract
Use the model to surface where the pattern is most active, then redesign the incentive — not the model.
Measurement
Metrics
Outcome-to-proxy ratio over time.
Assessment
The Incentives Lab III Diagnostic.
Survey
Calibrated pulse questions on rules vs. outcomes.
Behavioral signals
Where people work around the system.
Observational
Where the dashboard and the lived experience disagree.
Scientific evidence
Evidence grade
Synthesized from the behavioral science literature; see Atlas references.
Replication
Tracked in the Atlas as primary, replicated, or contested.
Intervention confidence
Moderate — patterns generalize, mechanisms vary by context.
Research consensus
Broad agreement on the pattern; ongoing debate on boundary conditions.
Known limitations
Local context, culture, and incentive structure all change the strength of the effect.
Open questions
How does Cheap Fossil Fuels via Externalities interact with AI-mediated decisions at scale?
References
Meta-analyses
Tracked in the Atlas registry.
Seminal authors
Kahneman, Tversky, Thaler, Ariely, Cialdini, Ostrom, Simon — and the field they built.
Cross references

Every Atlas entry is a node in a knowledge graph. See the related rail below to follow the connections.

Disciplinary layers

See Cheap Fossil Fuels via Externalities through 2 lenses

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How this lands in you

Your nervous system has a region for this.

Primary region
Prefrontal Cortex

When you encounter Cheap Fossil Fuels via Externalities, your prefrontal cortex has to do extra work to override the automatic response — and that override budget is finite.

Executive control, planning, impulse override, working memory, System 2. First thing to go offline under stress, fatigue, or low blood sugar. Why your 4pm decisions are worse than your 9am ones.

See Prefrontal in the Brain Atlas →
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