Dark Side of Influence is influence tactics weaponized — manipulation, coercion, exploitation of trust. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0216, within the Risk family. The core principle: influence tactics weaponized — manipulation, coercion, exploitation of trust. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
Scientific Definition
Influence tactics weaponized — manipulation, coercion, exploitation of trust.
Plain-English Definition
Influence tactics weaponized — manipulation, coercion, exploitation of trust.
Feynman Explanation
Every persuasion skill is also an attack surface. The same key opens and locks the door.
Core Principle
Influence tactics weaponized — manipulation, coercion, exploitation of trust.
Mechanisms
Pending editorial review.
Influence tactics weaponized — manipulation, coercion, exploitation of trust.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Compliance, ethics, and information security at the human layer.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Every persuasion skill is also an attack surface. The same key opens and locks the door.
Examples
- Brown's third lecture, mapping influence misuse from cults to corporate scandals.
- Compliance, ethics, and information security at the human layer.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
The mistake with this element is treating it as irrationality. It is almost always a rational response to a payoff nobody wrote down. The mechanism underneath it is straightforward: influence tactics weaponized — manipulation, coercion, exploitation of trust. You can recognize it in the field by its signature: every persuasion skill is also an attack surface. The same key opens and locks the door. Every element in the Cognition dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.
How it gets exploited
Left undesigned, compliance, ethics, and information security at the human layer. It is amplified whenever compliance, ethics, and information security at the human layer. Inside organizations that shows up as compliance, ethics, and information security at the human layer. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.
How the Lab designs around it
The redesign move is to codify red-line tactics. Train teams to recognize them when used on them. Watch for it at the boundaries: handoffs, promotions, incident reviews, and budget cycles are where this element gets its power.
Famous Experiments
Pending editorial review.
Design Principles
- Codify red-line tactics. Train teams to recognize them when used on them.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Codify red-line tactics. Train teams to recognize them when used on them.
Pending editorial review.
Pending editorial review.
Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Preferring options with known probabilities over options with unknown ones.
We overweight outcomes that are certain relative to merely probable ones.
Convex payoffs gain more than they lose; concave do the opposite.
Dread weighs roughly double in our calculus what the equivalent gain does.
Build buffers so small mistakes don't become fatal.
Frequent evaluation amplifies loss aversion and produces overly conservative behavior.
The moment after which reversing a course becomes impossible or extremely costly.
We overweight tiny probabilities of large gains or losses.
We ignore probability when outcomes are emotionally charged.
People take more risks when they feel safer.
Risk has known probabilities. Uncertainty doesn't.
Risk decisions are driven by current emotion — not just by computed probabilities.
Where Dark Side of Influence is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- EssayGoodhart's Law in the Real World
How measurable proxies capture judgment.
- EssayThe Perverse Incentives Hiding in Your KPIs
Cognitive shortcuts turned into scorecards.
- EssayAI Agents Inherit Your Incentives
How this element propagates into automated systems.
- EssayIncentives Under Crisis
How this element behaves under pressure.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Dark Side of Influence
- What is Dark Side of Influence?
- Dark Side of Influence is influence tactics weaponized — manipulation, coercion, exploitation of trust. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0216, within the Risk family. The core principle: influence tactics weaponized — manipulation, coercion, exploitation of trust. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
- What is an example of Dark Side of Influence?
- Compliance, ethics, and information security at the human layer. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0216).
- How is Dark Side of Influence exploited?
- Compliance, ethics, and information security at the human layer.
- How do you design around Dark Side of Influence?
- Codify red-line tactics. Train teams to recognize them when used on them.
- Which behavioral dimension does Dark Side of Influence belong to?
- Dark Side of Influence is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Risk", class "Mental Model". Its permanent identifier is HBT-COG-0216 and its evidence grade is B.