Encyclopedia of Persuasion

722 techniques across 12 domains. Each with real-world examples, ethical guidelines, and defense strategies.

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Showing 722 techniques

Anchoring

Psychological

Setting a reference point that influences subsequent judgments and decisions.

Scarcity

Psychological

Making something seem more desirable by emphasizing its limited availability.

Social Proof

Social

Leveraging the behavior or endorsement of others to influence decisions.

Reciprocity

Social

Creating a sense of obligation by giving something first.

Authority

Social

Using expertise, credentials, or status to lend weight to a message.

Commitment & Consistency

Psychological

Leveraging the human desire to act consistently with prior commitments.

Framing

Linguistic

Presenting the same information in different ways to influence interpretation.

Loss Aversion

Psychological

Emphasizing what people stand to lose rather than what they could gain.

Bandwagon Effect

Social

Encouraging adoption by highlighting that "everyone else is doing it."

Door-in-the-Face

Psychological

Starting with a large request that will be refused, then following up with the real, smaller request.

Foot-in-the-Door

Psychological

Starting with a small request to build compliance toward a larger one.

Emotional Appeal

Emotional

Using emotions such as joy, sadness, anger, or hope to influence decisions.

False Dichotomy

Linguistic

Presenting only two options when more alternatives exist.

Appeal to Fear

Emotional

Using fear of negative consequences to motivate compliance or action.

Gaslighting

Emotional

Making someone question their own perception of reality through persistent denial and contradiction.

Love Bombing

Emotional

Overwhelming someone with excessive affection, attention, and praise to gain influence.

Sunk Cost Fallacy

Psychological

Encouraging continued investment by emphasizing what has already been spent.

Red Herring

Linguistic

Introducing an irrelevant topic to divert attention from the main issue.

Straw Man

Linguistic

Misrepresenting someone's argument to make it easier to attack.

Ad Hominem

Linguistic

Attacking the person making the argument rather than the argument itself.

Mere Exposure Effect

Psychological

Increasing preference for something simply by making it more familiar through repeated exposure.

Decoy Effect

Psychological

Introducing an inferior third option to make one of two other options appear more attractive.

Peak-End Rule

Psychological

People judge experiences based on how they felt at the most intense moment and at the end, not on the average.

Cognitive Dissonance

Psychological

Exploiting the discomfort people feel when their actions conflict with their beliefs to change one or the other.

Dunning-Kruger Exploitation

Psychological

Taking advantage of people who overestimate their knowledge in a domain to sell them something they cannot properly evaluate.

Groupthink Manipulation

Social

Exploiting group dynamics where the desire for harmony suppresses dissent and critical thinking.

In-Group/Out-Group Bias

Social

Dividing people into "us vs. them" categories to strengthen loyalty and hostility.

Bystander Effect Exploitation

Social

Taking advantage of the tendency for individuals to not act when they assume others will.

Halo Effect

Social

Allowing one positive trait to color the perception of all other traits.

Status Signaling

Social

Using markers of status, wealth, or exclusivity to create desire and compliance.

Loaded Language

Linguistic

Using emotionally charged words to influence perception beyond the literal meaning.

Weasel Words

Linguistic

Using vague qualifiers that create an impression of a meaningful statement while actually saying very little.

Euphemism

Linguistic

Substituting mild or indirect expressions for harsh or uncomfortable realities.

Repetition/Illusory Truth

Linguistic

Repeating a statement until it feels true regardless of its actual accuracy.

Rhetorical Questions

Linguistic

Asking questions that imply their own answer to guide the audience toward a predetermined conclusion.

Appeal to Tradition

Linguistic

Arguing that something is right or better because it has always been done that way.

Slippery Slope

Linguistic

Arguing that a small first step will inevitably lead to a chain of catastrophic consequences.

Whataboutism

Linguistic

Deflecting criticism by pointing to someone else's wrongdoing instead of addressing the original issue.

Guilt Tripping

Emotional

Making someone feel guilty to manipulate their behavior or decisions.

Flattery/Ingratiation

Emotional

Using excessive praise or compliments to lower someone's defenses and gain favor.

Appeal to Pity

Emotional

Using sympathy and compassion to bypass rational evaluation of an argument.

Moral Licensing

Emotional

Using past good behavior as permission to act badly in the present.

Manufactured Outrage

Emotional

Deliberately provoking anger to drive engagement, polarization, or action.

Nostalgia Appeal

Emotional

Evoking sentimental longing for the past to create positive associations.

Fear of Missing Out (FOMO)

Emotional

Triggering anxiety about being excluded from a valuable or enjoyable experience.

Triangulation

Emotional

Bringing a third party into a two-person dynamic to manipulate, control, or create jealousy.

Silent Treatment

Emotional

Withdrawing communication as a form of punishment or control.

Moving the Goalposts

Psychological

Continuously changing the criteria for success so that no evidence or achievement is ever sufficient.

Cherry Picking

Linguistic

Selectively presenting only the data or evidence that supports your position while ignoring contradictory information.

Appeal to Nature

Linguistic

Arguing that something is good because it is natural, or bad because it is artificial.

DARVO

Interpersonal

Deny, Attack, and Reverse Victim and Offender — a reaction pattern used by those accused of wrongdoing to deflect accountability.

Stonewalling

Interpersonal

Refusing to engage in communication or negotiation, shutting down dialogue entirely.

Isolation Tactics

Interpersonal

Systematically cutting someone off from their support network to increase dependence and control.

Financial Control

Interpersonal

Using money and economic resources as a tool to dominate, restrict, or punish another person.

Coercive Control

Interpersonal

A sustained pattern of domination through monitoring, intimidation, and restriction of autonomy.

Intermittent Reinforcement

Interpersonal

Alternating unpredictably between reward and punishment to create intense emotional attachment.

Double Bind

Interpersonal

Creating a situation where someone is punished no matter which option they choose.

Emotional Blackmail

Interpersonal

Using fear, obligation, and guilt (FOG) to control another person's behavior.

Parentification

Interpersonal

Forcing a child or subordinate into an inappropriate caretaking role, reversing the natural hierarchy of care.

Projection

Interpersonal

Attributing one's own unacceptable thoughts, feelings, or behaviors to someone else.

Playing the Victim

Interpersonal

Falsely positioning oneself as the aggrieved party to gain sympathy and deflect accountability.

Boundary Violation Testing

Interpersonal

Gradually pushing past someone's stated limits to see how much they will tolerate.

Hot Cold Cycling

Interpersonal

Alternating between intense warmth and sudden coldness to keep someone emotionally destabilized.

Information Withholding

Interpersonal

Deliberately keeping someone in the dark to maintain a power advantage.

Weaponized Incompetence

Interpersonal

Deliberately performing tasks poorly so that others stop asking you to do them.

Passive Aggression

Interpersonal

Expressing hostility indirectly through subtle actions, backhanded compliments, or deliberate inefficiency.

Trauma Bonding

Interpersonal

Forming a powerful emotional attachment to an abuser through cycles of abuse and intermittent kindness.

Smear Campaigns

Interpersonal

Systematically spreading false or misleading information about someone to damage their reputation and isolate them.

Flying Monkeys

Interpersonal

Recruiting third parties to do your bidding in pressuring, monitoring, or harassing a target.

Future Faking

Interpersonal

Making elaborate promises about the future with no intention or ability to follow through.

Nudge Theory

Psychological

Subtly guiding decisions by shaping the environment in which choices are made, without restricting options.

Choice Architecture

Psychological

Designing the structure and presentation of options to influence which one people select.

Default Bias

Psychological

Exploiting the human tendency to stick with pre-selected or status-quo options.

Priming

Psychological

Exposing someone to a stimulus that unconsciously influences their response to a subsequent stimulus.

Availability Heuristic Exploitation

Psychological

Making certain outcomes seem more likely by making examples of them more mentally accessible.

Confirmation Bias Exploitation

Psychological

Deliberately feeding people information that aligns with their existing beliefs to deepen those beliefs and gain trust.

Paradox of Choice Manipulation

Psychological

Overwhelming someone with too many options to induce decision paralysis, then guiding them to a specific choice.

Zeigarnik Effect

Psychological

Exploiting the tendency for people to remember and fixate on incomplete tasks more than completed ones.

Ben Franklin Effect

Psychological

Making someone like you more by getting them to do you a favor.

Pygmalion Effect

Psychological

Using high expectations to improve someone's performance — or low expectations to diminish it.

Reactance Exploitation

Psychological

Deliberately triggering someone's desire to resist being controlled in order to steer them toward a desired behavior.

Serial Position Effect

Psychological

Exploiting the tendency to remember items at the beginning and end of a list better than those in the middle.

Affect Heuristic

Psychological

Exploiting the tendency for current emotions to override rational assessment of risks and benefits.

Spotlight Effect Exploitation

Psychological

Leveraging someone's overestimation of how much others notice and judge them.

Dunbar Number Exploitation

Psychological

Exploiting the cognitive limit on the number of meaningful relationships a person can maintain (roughly 150).

Social Loafing Exploitation

Social

Taking advantage of the tendency for individuals to exert less effort in group settings.

Pluralistic Ignorance Exploitation

Social

Exploiting the situation where everyone privately disagrees but publicly conforms because they mistakenly believe everyone else agrees.

Normative Social Influence

Social

Pressuring compliance by leveraging the desire to be liked, accepted, and to avoid social rejection.

Informational Social Influence

Social

Shaping someone's beliefs by positioning group consensus as evidence that something is true.

Moral Disengagement

Social

Psychologically detaching from ethical standards to justify harmful behavior.

Deindividuation

Social

Exploiting the loss of individual self-awareness and accountability that occurs in groups or anonymity.

Social Exchange Manipulation

Social

Distorting the perceived balance of give-and-take in relationships to maintain control.

Network Effects Exploitation

Social

Leveraging the increasing value of a product or behavior as more people adopt it to create lock-in and dependency.

Overton Window Shifting

Political

Gradually moving the range of ideas considered acceptable in public discourse by introducing extreme positions that make previously radical ideas seem moderate.

Manufactured Consent

Political

Chomsky and Herman's model describing how mass media systematically creates public support for elite interests through five filters: ownership, advertising, sourcing, flak, and ideology.

Agenda Setting

Political

Controlling what people think about by controlling what topics receive attention, coverage, and prominence in public discourse.

Dog Whistling

Political

Using coded language that carries a specific meaning for a target audience while maintaining plausible deniability with the general public.

Astroturfing

Political

Creating the appearance of widespread grassroots support for a position, policy, or organization that is actually orchestrated and funded by a hidden sponsor.

Firehose of Falsehood

Political

A propaganda model involving rapid, continuous, and repetitive broadcasting of falsehoods across multiple channels, overwhelming the audience's ability to fact-check or process.

The Big Lie

Political

Telling a lie so enormous and audacious that people assume it must contain some truth, because they cannot believe anyone would fabricate something so significant. Term coined by Adolf Hitler in Mein Kampf (1925), attributed there to Jewish opponents; ironically deployed most systematically by Hitler's own regime.

Controlled Opposition

Political

Creating, infiltrating, or co-opting opposition movements to control the boundaries of dissent and ensure challenges never become genuinely threatening.

Wedge Issues

Political

Strategically introducing divisive topics to fracture opposing coalitions by exploiting internal disagreements within the other side.

Rally Around the Flag

Political

Exploiting external threats or crises to generate a surge of public support for leadership, suppressing domestic criticism as unpatriotic.

Fear Mongering

Political

Systematic amplification and exploitation of public fears for political gain, often exaggerating threats far beyond their actual risk level.

Bread and Circuses

Political

Distracting the populace from significant political and social issues through entertainment, spectacle, and minimal material comfort.

Voter Suppression Tactics

Political

Strategies designed to discourage or prevent specific demographics from voting through legal barriers, misinformation, or psychological deterrence.

Gerrymandering Psychology

Political

The psychological effects of manipulated electoral districts, including voter demoralization, reduced competition, and the perception that voting is futile.

Political Framing

Political

George Lakoff's model of how political language activates moral frameworks — "strict father" (conservative) or "nurturant parent" (progressive) — to shape how people evaluate policies.

Swift Boating

Political

Attacking an opponent's perceived greatest strength rather than their weaknesses, turning their advantage into a liability.

October Surprise

Political

Strategically timing the release of damaging information, events, or revelations close to an election to sway the outcome before opponents can effectively respond.

Divide and Conquer

Political

Fragmenting potential opposition into smaller, weaker groups that fight each other rather than unifying against the common threat.

Regulatory Capture

Institutional

When regulatory agencies created to act in the public interest instead advance the interests of the industries they are supposed to regulate.

Revolving Door Influence

Institutional

The movement of personnel between government regulatory roles and the industries they regulate, creating conflicts of interest and industry-favorable governance.

Lobbying and Access

Institutional

Using political donations, fundraising, and professional lobbyists to purchase privileged access to decision-makers, shaping policy through proximity rather than public merit.

Credentialism

Institutional

Using institutional credentials, degrees, and professional certifications to dismiss valid outside perspectives and maintain gatekeeping power over who can participate in discourse.

Bureaucratic Obfuscation

Institutional

Using administrative complexity, jargon, and procedural barriers to prevent outsiders from understanding, challenging, or changing institutional practices.

Institutional Gaslighting

Institutional

Organizations systematically denying well-documented problems, dismissing employee or public concerns as overreactions, and rewriting institutional narratives to avoid accountability.

Policy Laundering

Institutional

Passing unpopular policies through obscure mechanisms, international agreements, or technical rulemaking to avoid public scrutiny and democratic accountability.

Strategic Litigation (SLAPP)

Institutional

Using lawsuits to silence criticism, drain opponents' resources, and deter others from speaking out — even when the legal claims have no merit.

Manufactured Scarcity

Institutional

Artificially limiting the supply of goods, services, or opportunities to control behavior, inflate value, or maintain power.

Organizational Isolation

Institutional

Cutting off individuals from external support systems within institutional settings to increase dependence and reduce resistance.

Institutional Memory Manipulation

Institutional

Controlling narratives about organizational history to justify current practices, suppress precedent for change, or avoid accountability for past failures.

Golden Handcuffs

Institutional

Using financial incentives — deferred compensation, unvested stock, pension structures — to make leaving an organization financially devastating.

Cultural Engineering

Institutional

Deliberately shaping organizational culture — values, norms, rituals, language — to serve leadership interests while appearing organic and employee-driven.

Information Compartmentalization

Institutional

Restricting who has access to what information so that no individual outside leadership can see the complete picture or identify systemic problems.

Plausible Deniability Architecture

Institutional

Designing organizational structures, communication patterns, and decision-making processes so that leadership can deny knowledge of problematic activities.

Tu Quoque

Logical

Deflecting criticism by pointing out that the critic has done the same thing, without actually addressing whether the criticism is valid.

Genetic Fallacy

Logical

Judging the truth or value of an argument based on its origin rather than its actual content, evidence, or logical structure.

Equivocation

Logical

Using a word or phrase with multiple meanings in different parts of an argument, creating the illusion of logical connection where none exists.

Begging the Question

Logical

An argument where the conclusion is assumed in one of the premises, creating a circular logic that proves nothing.

Appeal to Ignorance

Logical

Claiming that something is true because it hasn't been proven false, or false because it hasn't been proven true.

Hasty Generalization

Logical

Drawing broad conclusions from a small, unrepresentative sample — assuming what's true of a few cases is true in general.

Composition/Division Fallacy

Logical

Assuming that what is true of the parts must be true of the whole (composition), or what is true of the whole must be true of each part (division).

Post Hoc Ergo Propter Hoc

Logical

Assuming that because one event followed another, the first event caused the second — confusing sequence with causation.

No True Scotsman

Logical

Protecting a universal claim by dismissing counterexamples as not being "true" members of the group — retroactively redefining the category to exclude inconvenient evidence.

Circular Reasoning

Logical

An argument structure where the conclusion is used as one of its own premises, creating a loop that proves nothing.

Appeal to Consequences

Logical

Arguing that something must be true (or false) because the consequences of it being true would be desirable (or undesirable).

Burden of Proof Shifting

Logical

Demanding that others disprove your unsubstantiated claim rather than providing evidence for it yourself.

Middle Ground Fallacy

Logical

Assuming that the truth must lie between two opposing positions — that compromise is inherently correct regardless of the merits of each position.

Nirvana Fallacy

Logical

Rejecting practical solutions because they are not perfect — comparing real options against an unattainable ideal to make them seem inadequate.

Texas Sharpshooter

Logical

Cherry-picking data clusters after the fact to create the appearance of a meaningful pattern — like painting a target around bullet holes.

Gish Gallop

Logical

Overwhelming an opponent with a rapid series of many weak or dubious arguments, making it impossible to adequately address each one.

Motte and Bailey

Logical

Defending a controversial position (the bailey) by retreating to a much more defensible position (the motte) when challenged, then returning to the controversial position once pressure subsides.

Kafka Trap

Logical

A rhetorical trap where any denial of guilt is used as further evidence of guilt, making the accusation unfalsifiable.

Thought-Terminating Cliche

Logical

Using stock phrases and platitudes to shut down critical thinking and end uncomfortable lines of inquiry without actually addressing them.

Special Pleading

Logical

Applying rules, standards, or criticism to others while claiming an exemption for yourself without adequate justification.

Loss Leader Strategy

Marketing

Selling a product below cost to attract customers who will then purchase profitable items.

Artificial Time Pressure

Marketing

Creating false urgency through countdown timers, expiring offers, and deadline language to prevent deliberation.

Price Anchoring Display

Marketing

Showing expensive options first so that the target price feels reasonable by comparison.

Decoy Pricing

Marketing

Adding a clearly inferior option to make the target option look better by comparison.

Freemium Bait

Marketing

Offering a free tier designed to create dependency and switching costs before paywalling essential features.

Testimonial Engineering

Marketing

Strategically selecting, positioning, and sometimes fabricating social proof to create a misleading impression of customer satisfaction.

Influencer Seeding

Marketing

Paying influencers to create the perception of organic, authentic adoption of a product or idea.

Neuromarketing

Marketing

Using neuroscience and brain imaging research to optimize packaging, placement, messaging, and sensory elements for maximum persuasive impact.

Choice Overload Management

Marketing

Strategically controlling the number and presentation of options to drive customers toward the desired selection.

Bundle Pricing Psychology

Marketing

Packaging multiple products together to obscure individual item values and make the total seem like a deal.

Subscription Trap

Marketing

Making it frictionlessly easy to subscribe but deliberately difficult to cancel, exploiting inertia and forgetfulness.

Drip Marketing

Marketing

Gradually building persuasion through a sequence of timed touchpoints that nurture a prospect from awareness to purchase.

FOMO Marketing

Marketing

Creating fear of missing out through real-time scarcity signals, social activity displays, and exclusivity framing.

Pain Point Amplification

Marketing

Exaggerating problems and their consequences to position your product as the essential solution.

Aspirational Branding

Marketing

Selling identity, status, and lifestyle rather than product features — making purchases feel like self-actualization.

Greenwashing

Marketing

Making false or misleading claims about environmental responsibility to appeal to eco-conscious consumers.

Planned Obsolescence

Marketing

Deliberately designing products to fail, become outdated, or lose support after a calculated period to drive replacement purchases.

Upselling/Cross-selling

Marketing

Leveraging the commitment momentum of an existing purchase decision to increase the total transaction value.

Nostalgia Marketing

Marketing

Using emotional connections to the past — childhood memories, retro aesthetics, cultural touchstones — to drive purchasing behavior.

Sensory Marketing

Marketing

Using smell, sound, texture, color, and taste to influence purchasing behavior at a subconscious level.

Dark Patterns

Digital

Deceptive UI/UX design that tricks users into taking unintended actions — sharing more data, spending more money, or being unable to cancel.

Algorithmic Amplification

Digital

Platform algorithms that preferentially surface engaging content — which tends to be outrage-inducing, divisive, or sensational — creating distorted information environments.

Filter Bubbles

Digital

Algorithmic echo chambers that reinforce existing beliefs by showing users content that matches their demonstrated preferences and hiding contradictory information.

Engagement Bait

Digital

Content deliberately designed to provoke reactions (outrage, tears, argument) for algorithmic reward rather than to inform or entertain.

Deepfakes/Synthetic Media

Digital

AI-generated fake audio, video, and images that are increasingly indistinguishable from authentic content, enabling unprecedented deception.

Astroturf Bots

Digital

Automated social media accounts that simulate grassroots opinion, amplify specific narratives, and create the illusion of popular consensus.

Clickbait

Digital

Misleading headlines that exploit the curiosity gap — promising more than the content delivers to generate clicks for advertising revenue.

Doomscrolling Design

Digital

Infinite scroll, autoplay, and variable reward mechanisms designed to exploit dopamine pathways and prevent users from stopping.

Notification Manipulation

Digital

Using strategically timed and emotionally crafted notifications to create app dependency and habitual checking behavior.

Rage Farming

Digital

Deliberately creating provocative content designed to generate angry engagement, which algorithms then amplify to massive audiences.

Context Collapse

Digital

Taking content out of its original context and presenting it to a different audience where it carries a completely different meaning.

Brigading

Digital

Coordinated group attacks on individuals, content, or communities — mass reporting, downvoting, or harassing to silence or punish.

Sea Lioning

Digital

A bad-faith harassment technique disguised as polite, persistent requests for evidence, explanation, or debate that exhaust the target.

Concern Trolling

Digital

Pretending to be a sympathetic ally while actually undermining a position through exaggerated concern, doubt-sowing, and morale-damaging rhetoric.

Sockpuppeting

Digital

Operating multiple fake online identities to create the illusion of grassroots support, consensus, or independent agreement.

Hashtag Hijacking

Digital

Co-opting trending hashtags or creating misleading hashtag campaigns to push unrelated agendas or distort public discourse.

Precision Microtargeting

Digital

Using detailed personal data to deliver individually customized persuasive messages at scale, exploiting each person's specific psychological profile.

Gamification Manipulation

Digital

Using game mechanics — points, streaks, badges, leaderboards, levels — to control behavior and create compulsive engagement loops.

Platform Lock-in

Digital

Designing ecosystems that make leaving prohibitively costly through data formats, social networks, learned skills, and accumulated content that cannot be transferred.

Data-Driven Persuasion Profiling

Digital

Using behavioral data to build individual psychological profiles that identify each person's specific persuasion vulnerabilities.

Learned Helplessness Induction

Emotional

Systematically teaching someone that their actions have no effect on outcomes, causing them to stop trying to change their situation.

Shame Spiraling

Emotional

Using shame as a control mechanism to keep someone in a cycle of self-blame, preventing them from recognizing external manipulation.

Hope Peddling

Emotional

Keeping someone engaged in a harmful situation by periodically offering just enough hope that things will improve, without ever delivering real change.

Emotional Flooding

Emotional

Overwhelming someone with intense emotion — rage, tears, panic — to shut down their rational processing and force compliance.

Strategic Vulnerability

Emotional

Deliberately displaying vulnerability to create a sense of intimacy and trust that is then leveraged for influence.

Selective Empathy

Emotional

Displaying empathy only toward certain groups or individuals to create in-group loyalty while dehumanizing out-groups.

Emotional Debt Creation

Emotional

Performing unrequested favors or sacrifices to create a sense of obligation that can be called in later for compliance.

Anticipatory Anxiety Creation

Emotional

Keeping someone in a constant state of anxious anticipation about potential negative consequences to ensure ongoing compliance.

Presupposition Loading

Linguistic

Embedding unproven assumptions into statements or questions so they are accepted without examination.

Nominalization

Linguistic

Converting processes into abstract nouns, hiding who is doing what to whom and making dynamic situations seem fixed and unchangeable.

Embedded Commands

Linguistic

Hiding directives within larger sentences so the unconscious mind processes the command while the conscious mind hears only the surface meaning.

Strategic Ambiguity

Linguistic

Deliberately using vague or ambiguous language so different audiences can interpret the message in their preferred way.

Loaded Questions

Linguistic

Questions that contain embedded assumptions, forcing the respondent to either accept the assumption or appear evasive by rejecting the question's framing.

Doublespeak/Doublethink

Linguistic

Language that deliberately obscures, disguises, distorts, or reverses the meaning of words to make the unpalatable sound acceptable.

Dysphemism

Linguistic

The opposite of euphemism — using harsh, ugly, or emotionally loaded language to make something seem worse than a neutral description would suggest.

Hedge Words

Linguistic

Using qualifying language — "some people say," "reportedly," "it is believed" — to introduce claims without taking responsibility for their accuracy.

Reification

Linguistic

Treating abstract concepts as concrete, real things — giving them agency, properties, and causal power they don't actually possess.

Semantic Satiation

Linguistic

Repeating a word or phrase until it loses its meaning, neutralizing its emotional impact or making a shocking concept feel normal.

Regulatory Sandbagging

Institutional

Deliberately delaying regulatory processes through procedural demands, information requests, and legal challenges to exhaust opponents and maintain the status quo.

Expert Shopping

Institutional

Searching for credentialed experts who will support a predetermined conclusion, then presenting them as independent authorities.

NDAs as Silencing Tools

Institutional

Using non-disclosure agreements not to protect legitimate trade secrets but to prevent victims, whistleblowers, and critics from speaking about institutional wrongdoing.

Mandatory Arbitration Traps

Institutional

Requiring disputes to be resolved through private arbitration rather than public courts, eliminating transparency, jury trials, and class actions.

Delay as Strategy

Institutional

Using time itself as a weapon — stalling, postponing, extending deadlines — to exhaust opponents, outlast public attention, and maintain the status quo.

Strategic Bankruptcy

Institutional

Using bankruptcy proceedings to shed liabilities, silence creditors, and restructure an organization to avoid accountability for past harms.

Standards Capture

Institutional

Dominating technical standards-setting bodies to ensure that industry standards protect incumbent market positions rather than serving public interest.

Virtue Signaling

Social

Publicly expressing moral values primarily to demonstrate group membership and social standing rather than to advance the stated cause.

Purity Testing

Social

Setting increasingly narrow ideological criteria for group membership, expelling allies who fail arbitrary litmus tests.

Tone Policing

Social

Dismissing the substance of an argument by criticizing the emotional tone in which it is delivered, derailing content discussion into form discussion.

Spiral of Silence Exploitation

Social

Leveraging the tendency of people to self-censor when they believe their opinion is in the minority, creating the appearance of consensus.

Social Currency Manipulation

Social

Creating systems where social status, belonging, and access are treated as currency that can be granted or revoked to control behavior.

Tokenism

Social

Including a small number of underrepresented individuals to create the appearance of equality without making substantive structural changes.

Respectability Politics

Social

Demanding that marginalized groups conform to dominant cultural norms as a prerequisite for having their concerns addressed.

BITE Model: Behavior Control

Institutional

Steven Hassan's model identifying how cults control member behavior through regulation of diet, sleep, finances, relationships, and daily activities.

Milieu Control

Institutional

Robert Lifton's concept of controlling the entire environment and communication of a group, creating a closed information ecosystem.

Thought Reform

Institutional

Systematic techniques for fundamentally restructuring a person's belief system and identity, sometimes called "brainwashing" or "coercive persuasion."

Demand for Purity

Institutional

Creating an impossible standard of moral or ideological purity that keeps members in a permanent state of guilt and effort, never able to fully meet the group's demands.

Ideological Subversion (Bezmenov Model)

Political

Yuri Bezmenov's four-stage model of societal subversion: demoralization, destabilization, crisis, and normalization — a long-term strategy for undermining a target society.

Gray and Black Propaganda

Political

Information operations classified by attribution: white (truthful source), gray (unattributed), and black (falsely attributed to someone else).

Perception Management

Political

Military and intelligence term for actions designed to convey or deny selected information to foreign audiences to influence their emotions, motives, and objective reasoning.

Good Cop/Bad Cop

Psychological

A two-person negotiation tactic where one person is hostile and one is sympathetic, creating pressure to accept the "reasonable" person's terms.

Highball/Lowball

Psychological

Opening with an extreme offer to anchor the negotiation range in your favor.

Nibbling

Psychological

Asking for small additional concessions after the main deal is already agreed, exploiting the other party's desire to close and avoid reopening negotiations.

Fait Accompli

Psychological

Taking action unilaterally and presenting the result as irreversible, forcing the other party to accept a new reality rather than negotiating it.

Brinkmanship

Psychological

Pushing a negotiation to the edge of breakdown — threatening to walk away, set deadlines, or escalate — to force concessions through fear of failure.

Salami Tactics

Psychological

Achieving a large objective through a series of small, incremental actions, each too minor to provoke resistance on its own.

Mere Measurement Effect

Marketing

The act of asking people about their intentions changes their behavior — simply measuring purchase intent increases actual purchases.

Native Advertising Deception

Marketing

Paid promotional content designed to be indistinguishable from editorial content, exploiting the trust readers place in journalism.

Product Placement Psychology

Marketing

Embedding branded products within entertainment content to create positive associations without triggering advertising skepticism.

Attention Hijacking

Digital

Deliberately capturing and redirecting public or individual attention away from important matters toward trivial, sensational, or manufactured concerns.

Cognitive Overload

Digital

Deliberately overwhelming someone's information processing capacity to prevent careful evaluation and force heuristic (shortcut-based) decision-making.

Decision Fatigue Exploitation

Digital

Timing important requests or decisions for when targets are depleted from prior decision-making, exploiting reduced willpower and critical thinking.

Trust Erosion Campaigns

Digital

Systematic efforts to undermine public trust in institutions, experts, media, and shared knowledge — making the population unable to coordinate or resist.

Uncertainty Weaponization

Digital

Deliberately creating or amplifying uncertainty about facts, science, or events to prevent action, maintain the status quo, or create space for preferred narratives.

Bogey Technique

Psychological

Pretending that an issue you don't care about is very important to you, then "conceding" it in exchange for something you actually want.

The Flinch

Psychological

Reacting with visible shock or dismay to an offer to make the other party immediately doubt their position and offer concessions.

Deadline Pressure

Psychological

Imposing real or artificial deadlines to force hasty decisions, preventing careful evaluation of terms.

Authority Limits Ploy

Psychological

Claiming you lack authority to make a decision, forcing the other party to make concessions before you "check with" a higher authority who demands more.

Take It or Leave It

Psychological

Presenting an offer as final and non-negotiable to force acceptance or walk-away, eliminating the possibility of further concessions.

Exploding Offer

Psychological

Making an attractive offer with an extremely short acceptance window, preventing the recipient from exploring alternatives.

Patience as Weapon

Psychological

Using superior time tolerance to outlast the other party, who eventually concedes due to fatigue, deadlines, or the cost of continued negotiation.

Split the Difference Trap

Psychological

Proposing to "meet in the middle" after anchoring at an extreme position, so the "middle" actually favors you significantly.

Power Posing

Social

Adopting expansive, space-claiming body postures to project dominance and confidence, potentially affecting both the audience's perception and the poser's own psychological state.

Mirroring

Social

Subtly copying another person's body language, speech patterns, and mannerisms to build unconscious rapport and trust.

Eye Contact Dominance

Social

Using sustained eye contact to assert dominance, create discomfort, or establish a power dynamic in interpersonal interactions.

Proxemics Manipulation

Social

Strategically using physical distance and spatial positioning to influence comfort, dominance, and psychological state.

Vocal Tonality Manipulation

Social

Using pitch, pace, volume, and vocal quality to influence emotional state and compliance without changing the words being said.

Anaphora

Linguistic

Repeating the same word or phrase at the beginning of successive clauses for rhythmic emphasis and emotional building.

Tricolon

Linguistic

Using groups of three parallel elements — the "rule of three" — which humans find inherently satisfying and persuasive.

Kairos (Strategic Timing)

Linguistic

The rhetorical concept of the right moment — delivering a message when the audience is maximally receptive to it.

Ethos, Pathos, Logos (Aristotle's Appeals)

Linguistic

Aristotle's three modes of persuasion: ethos (credibility/character), pathos (emotion), and logos (logic/evidence) — and how they are combined and weaponized.

Enthymeme

Linguistic

A syllogism with one premise left unstated, allowing the audience to fill in the gap and thereby persuade themselves.

Atrocity Propaganda

Political

Fabricating, exaggerating, or selectively reporting atrocities committed by an enemy to dehumanize them and justify aggressive action.

Card Stacking

Political

Selectively presenting only the facts, arguments, and evidence that support your position while suppressing everything that contradicts it.

Transfer

Political

Associating a person, product, or idea with something the audience already respects or reveres — transferring the positive (or negative) feelings.

Plain Folks Appeal

Political

A powerful person presenting themselves as an ordinary, relatable individual to gain the trust and identification of common people.

Glittering Generalities

Political

Using vague but emotionally powerful words — freedom, justice, patriotism, progress — that sound positive but commit the speaker to nothing specific.

Limited Hangout

Political

Deliberately revealing some damaging information to prevent discovery of more damaging information — controlling the narrative by appearing transparent.

Information Laundering

Political

Passing disinformation through a chain of increasingly credible sources until it appears legitimate — the informational equivalent of money laundering.

Narrative Seeding

Political

Planting ideas, phrases, or story elements in low-visibility channels so they can later emerge in mainstream discourse appearing organic.

Poisoning the Well

Political

Preemptively presenting negative information about a source before they can speak, ensuring the audience distrusts anything they subsequently say.

Endowment Effect Exploitation

Psychological

Exploiting the tendency for people to overvalue things they already possess, making it psychologically costly to give them up.

Status Quo Bias Exploitation

Psychological

Designing systems where the default option benefits the designer, exploiting people's tendency to stick with whatever is pre-selected.

Hyperbolic Discounting Exploitation

Psychological

Exploiting the human tendency to prefer smaller immediate rewards over larger future ones — making short-term gratification feel rational.

Mental Accounting Manipulation

Psychological

Exploiting the tendency to treat money differently depending on its mental category — "found money," "vacation budget," "bonus" — rather than treating all money as fungible.

Prospect Theory Applications

Psychological

Exploiting Kahneman and Tversky's finding that people feel losses roughly twice as strongly as equivalent gains, systematically framing choices in terms of loss.

Phishing

Social Engineering & Fraud

Mass-distributed fraudulent messages, usually email, that impersonate a trusted organization to trick recipients into clicking a malicious link, opening an attachment, or entering credentials on a counterfeit site.

Spear-Phishing

Social Engineering & Fraud

A targeted phishing message crafted for a specific person or small group using details harvested from public sources, prior breaches, or the target's own social media, so that the request arrives looking like ordinary business.

Whaling

Social Engineering & Fraud

Spear-phishing aimed at senior executives, board members, or the staff who act on their behalf, exploiting the fact that a request made in the chief executive's name is rarely questioned.

Business Email Compromise (BEC)

Social Engineering & Fraud

A fraud in which an attacker uses a compromised or spoofed business email account to redirect legitimate payments, typically by changing the bank details on a real invoice or requesting a plausible transfer.

Vishing (Voice Phishing)

Social Engineering & Fraud

A phone call, often with a spoofed caller ID, in which the caller impersonates a bank, government agency, help desk, or vendor to extract information, credentials, or payments in real time.

Smishing (SMS Phishing)

Social Engineering & Fraud

Short text messages that impersonate a bank, delivery service, toll authority, or employer and push the recipient to tap a link or reply with information.

Pretexting

Social Engineering & Fraud

Inventing a plausible scenario and identity (the pretext) that gives an attacker a legitimate-seeming reason to ask for information or access, so that the target's cooperation feels like ordinary helpfulness rather than a security decision.

Baiting

Social Engineering & Fraud

Leaving or offering something the target wants (a found USB drive, free software, a media download, a plausible "lost" document) that carries a hidden payload, so that curiosity or self-interest does the attacker's work.

Quid Pro Quo Social Engineering

Social Engineering & Fraud

An attacker offers a service or benefit (help with a computer problem, a survey reward, a gift, a "free" upgrade) in exchange for information or actions that grant access, relying on the norm that a favor deserves a return.

Tailgating / Piggybacking

Social Engineering & Fraud

Gaining entry to a restricted physical space by following an authorized person through a controlled door, relying on ordinary courtesy and the reluctance to challenge a stranger who looks like they belong.

Elicitation

Social Engineering & Fraud

Steering an ordinary-seeming conversation so that a target reveals sensitive information without ever being directly asked for it, and usually without realizing anything was extracted.

Reverse Social Engineering

Social Engineering & Fraud

The attacker arranges for the target to come to them for help, so that the request originates with the victim and any information handed over feels freely given rather than extracted.

Authority Impersonation Scam

Social Engineering & Fraud

A fraud in which the contact claims to be a government agency, law-enforcement body, bank, or well-known company and uses the borrowed weight of that institution to demand payment or personal information.

Tech Support Scam

Social Engineering & Fraud

A fraud in which the target is convinced their device is infected or compromised and that a fake "support" agent must be given remote access or payment to fix it.

Romance Scam

Social Engineering & Fraud

A fraud in which the criminal builds a fake romantic relationship over weeks or months, then leverages the emotional bond to extract money, gifts, or laundering assistance.

Pig-Butchering Scam

Social Engineering & Fraud

A hybrid romance-and-investment fraud in which the criminal cultivates a relationship, introduces a fake cryptocurrency or trading platform showing false gains, and drains the victim of ever-larger deposits.

Grandparent Scam

Social Engineering & Fraud

A fraud in which a caller poses as a grandchild (or an authority acting for them) in sudden trouble, using panic and secrecy to rush an older person into sending cash, gift cards, or a courier payment.

Advance-Fee Fraud

Social Engineering & Fraud

A scam that promises a large future payout (an inheritance, lottery win, business commission, or trapped fortune) but requires the victim to pay a series of upfront fees that never unlock the promised money.

Affinity Fraud

Social Engineering & Fraud

An investment or Ponzi scam that targets members of a tight community (a religious congregation, ethnic group, profession, or social club) by exploiting the shared identity and internal trust of the group.

Pump-and-Dump Hype

Social Engineering & Fraud

A market-manipulation scheme in which promoters inflate the price of a thinly traded stock or token through coordinated hype, then sell their holdings into the buying frenzy, collapsing the price on everyone else.

MLM Recruitment Pitch

Social Engineering & Fraud

The persuasion script used to recruit multi-level-marketing distributors, which reframes a low-odds income proposition as entrepreneurship, community, and personal growth while obscuring that most participants lose money.

Invoice Fraud

Social Engineering & Fraud

A scam that inserts a fake or altered invoice into an organization's or individual's normal payment flow, so that a routine-looking bill diverts money to the fraudster.

Voice-Cloning Scam

Social Engineering & Fraud

A fraud that uses AI-synthesized audio of a real person's voice, built from a short sample, to impersonate a relative, executive, or official and trigger urgent payments or disclosures.

Credential Harvesting

Social Engineering & Fraud

The collection of usernames, passwords, and authentication codes at scale, typically through counterfeit login pages, so that stolen credentials can be used or resold for account takeover.

Sextortion

Social Engineering & Fraud

Extortion in which the offender threatens to publish sexual images of the victim, real or fabricated, unless the victim pays money or provides more images; financial sextortion targeting teenagers has become widespread and has been linked to suicides.

Job and Task Scam

Social Engineering & Fraud

A fraud built around fake employment: bogus job offers that harvest data or fees, and "task" or gig scams that pay tiny rewards to build trust before requiring the victim to deposit their own money.

Disaster and Charity Scam

Social Engineering & Fraud

A fraud that exploits compassion after disasters, illnesses, or for popular causes, soliciting donations for fake charities or diverting nearly all funds to the operators rather than the cause.

Fake Verification Badge

Social Engineering & Fraud

Exploiting trust markers, such as a platform "verified" checkmark, security padlock, seller rating, or app-store badge, to make a fraudulent account or site appear authoritative when the marker is bought, faked, or misunderstood.

Ponzi Dynamics

Social Engineering & Fraud

The self-sustaining illusion of a profitable investment created by paying existing investors with new investors' money, so that apparent returns and word-of-mouth mask a fund that produces nothing and must eventually collapse.

Overpayment Scam

Social Engineering & Fraud

A fraud in which the scammer "pays" a victim more than an agreed amount with a fake or reversible instrument, then asks for the difference back before the payment is discovered to be worthless.

Account Suspension Lure

Social Engineering & Fraud

A phishing pretext claiming that an account will be suspended, locked, or deleted unless the recipient acts immediately, driving them to a counterfeit login or payment page.

Package Delivery Lure

Social Engineering & Fraud

A phishing message posing as a postal or courier service claiming a delivery problem (a held package, an address issue, a small fee due) to harvest payment details or credentials.

Long-Con Trust-Building

Social Engineering & Fraud

An extended fraud that invests weeks, months, or years in building genuine-feeling trust and rapport before any request for money, so that when the ask comes it is granted almost automatically.

Scam Triad: Urgency, Authority, Secrecy

Social Engineering & Fraud

The recurring three-part pattern beneath most scams: manufactured urgency to prevent thought, borrowed authority to compel compliance, and enforced secrecy to block the outside check that would break the spell.

SIM-Swap Fraud

Social Engineering & Fraud

Social engineering of a mobile carrier (or a bribed insider) to transfer a victim's phone number to the attacker's SIM, intercepting calls and texts, including the one-time codes that guard bank and crypto accounts.

MFA Fatigue Attack

Social Engineering & Fraud

An account takeover in which an attacker who already has a password floods the victim with repeated multi-factor push notifications, wearing them down or confusing them into approving one.

Coordinated Inauthentic Behavior

Digital

Groups of accounts, pages, or sites that work together to mislead people about who is behind a message or how much support it has, concealing coordination and identity rather than simply expressing a view.

Bot Amplification

Digital

Using automated or semi-automated accounts to inflate the early reach of content — retweets, likes, replies, trending signals — so that recommendation systems and human observers treat it as popular.

Just Asking Questions

Digital

Advancing an accusation or conspiracy claim in the grammatical form of a question so that the speaker plants the idea while disclaiming responsibility for asserting it.

Data Void Exploitation

Digital

Filling search terms that have little or no credible content — breaking-news names, obscure phrases, newly coined terms — with manipulative material so that anyone who searches finds only the manipulator's answer.

Keyword Squatting

Digital

Seizing the accounts, hashtags, domains, or search terms associated with a group, person, or idea so that the squatter — often an opponent — controls what audiences find when they look for it.

Source Hacking

Digital

Manipulating journalists and other trusted intermediaries into carrying a false or engineered story by planting material where they will find it and shaping it to fit their verification habits.

Trading Up the Chain

Digital

Moving a story from low-credibility venues to progressively more reputable ones, each outlet citing the last, until a claim that could never have been published directly appears in mainstream news.

Out-of-Context Media

Digital

Presenting a genuine photo, video, or quote with a false time, place, speaker, or framing so that authentic material supports a claim it has nothing to do with.

False Balance

Political

Presenting two positions as comparably supported — one expert per side, equal airtime — when the weight of evidence overwhelmingly favors one, so that the audience infers a live controversy that does not exist.

Manufactured Controversy

Political

Creating the public appearance of a scientific or factual dispute where the relevant expert community has largely settled the question, in order to delay action or preserve a position.

Manufactured Doubt

Political

Systematically producing uncertainty about an inconvenient finding — through commissioned reanalyses, demands for impossible proof, and emphasis on residual unknowns — so that no conclusion ever seems firm enough to act on.

Flooding the Zone

Political

Overwhelming the information space with volume — claims, counterclaims, distractions, and noise — so that audiences and journalists cannot sort, verify, or sustain attention on any single fact, and exhaustion replaces judgment.

Nutpicking

Digital

Selecting the most extreme, foolish, or obscure members of a group and presenting them as representative, so that an audience judges millions of people by the worst example that could be found.

Paltering

Political

Misleading with truthful statements — selectively true, technically accurate, or true of a different question than the one asked — so that the listener draws a false conclusion the speaker never had to state.

Non-Denial Denial

Political

A statement crafted to sound like a denial while denying nothing — attacking the question, the questioner, or a detail, or disclaiming knowledge rather than the act — so that audiences hear a rebuttal that was never made.

Reflexive Control

Political

Feeding an adversary specially prepared information so that they voluntarily make the decision you have chosen for them, believing it to be their own — control exercised through the target's reasoning rather than against it.

Active Measures

Political

The Soviet and Russian intelligence term for covert political-influence operations — forgeries, front organizations, planted stories, agents of influence, and manufactured events — designed to shape foreign decisions and opinion while concealing the sponsor's hand.

Kompromat

Political

Compromising material — real, doctored, or fabricated — collected on a person and held or released to coerce, discredit, or control them; a currency of political and business power in which the threat of disclosure matters more than the disclosure.

False-Flag Accusation

Political

Claiming that an inconvenient event — an attack, a massacre, a riot, a leak — was secretly staged by the other side to discredit one's own, so that evidence of the event becomes evidence of the enemy's cunning instead.

Participatory Disinformation

Digital

Disinformation produced collaboratively — elites supply frames and cues, ordinary supporters generate the specific claims, sightings, and evidence, and the elites amplify what the crowd produced — so that a campaign has no single author and every participant is sincere.

Recommendation Rabbit Hole

Digital

The pathway by which recommendation systems, and the creators who learn to work them, move a viewer stepwise from mainstream content toward more extreme material — each suggestion slightly more intense than the last, so that no single step feels like a choice.

Epistemic Bubble

Digital

An information structure in which relevant voices are simply absent — through whom one follows, reads, and befriends — as distinct from an echo chamber, in which outside voices are present but have been actively discredited in advance.

Pre-emptive Framing

Political

Establishing the interpretation of an event, opponent, or forthcoming disclosure before the audience encounters it — defining a rival before they define themselves, or discrediting evidence before it arrives — so that later information is read through a frame already in place.

Friday News Dump

Political

Releasing unwelcome information at the moment of least attention — late Friday, before a holiday, during a bigger story — so that it is technically disclosed but practically unseen.

Burying the Lede

Political

Placing the most important or damaging fact deep in a document, speech, or release — after reassuring material, in a subordinate clause, in paragraph fourteen — so that audiences who read only the opening take away the wrong story.

Impersonation Accounts

Digital

Social-media accounts that pose as a real person, organization, movement, or news outlet — borrowing the target's name, image, and credibility — to speak in their voice, discredit them, or harvest the trust their identity commands.

Typosquatting Domains

Digital

Registering web domains that look like a trusted one — a misspelling, a swapped letter, a different top-level domain, a lookalike character — so that the site is mistaken for the original by readers, search engines, and anyone who glances at a link.

Screenshot Forgery

Digital

Fabricating or altering an image of a post, message, headline, or document — a tweet that was never sent, a text that was never received, a chyron that never aired — so that the forgery carries the evidentiary weight of a captured record.

Fake Fact-Check

Digital

Using the format and vocabulary of fact-checking — verdict labels, the word debunked, a rating scale, a research aesthetic — to deliver propaganda or partisan messaging, so that the audience's trust in verification is turned against verification.

Misattributed Quotes

Digital

Attaching words to a famous or authoritative name that never said them — fabricated, paraphrased beyond recognition, or borrowed from someone obscure — so that the quotation persuades by the authority of its supposed author rather than by its content.

Push Polling

Political

Telemarketing disguised as opinion research: calls or messages that pose as a survey but exist to deliver a damaging, often false, claim about a candidate to as many voters as possible, with no intention of measuring anything.

Meme Warfare

Digital

The organized use of memes — image macros, catchphrases, remixable formats — as instruments of political and information conflict, valued because they spread through participation, carry a frame in seconds, and can be disowned by whoever launched them.

Leak Forgery

Digital

Inserting forged or altered documents into a genuine leak, or fabricating a leak outright, so that the authenticity of the real material vouches for the fake and the forgery reaches the public with the credibility of a disclosure.

Fundamental Attribution Error

Psychological

The tendency to explain other people's behavior by their character and dispositions while underweighting the situation they were in — even when the situation plainly produced the behavior.

Hindsight Bias

Psychological

Once an outcome is known, people overestimate how predictable it was and misremember their own earlier uncertainty — the “I knew it all along” effect.

Outcome Bias

Psychological

Judging the quality of a decision by how it turned out rather than by whether it was sound given what was known when it was made.

Optimism Bias

Psychological

The tendency to believe one's own future will be better than the evidence and base rates justify — good events more likely, bad events less likely, for oneself than for comparable others.

Planning Fallacy

Psychological

The systematic tendency to underestimate the time, cost, and risk of a project while overestimating its benefits — even by people who know that their past projects overran.

Illusion of Control

Psychological

The tendency to believe one can influence outcomes that are actually determined by chance, especially when the situation carries the trappings of skill — choice, familiarity, involvement, competition.

Just-World Hypothesis

Psychological

The need to believe that the world is fundamentally fair — that people get what they deserve — which leads observers to conclude that those who suffer must have deserved it.

System Justification

Psychological

A motivation to defend, rationalize, and see as legitimate the social, economic, and political arrangements one lives under — sometimes even when those arrangements work against one's own interests.

Belief Perseverance

Psychological

The persistence of a belief after the evidence that created it has been fully discredited — because the explanation people built around the belief survives the loss of the original data.

Continued Influence Effect

Psychological

A specific piece of information keeps shaping people's reasoning after it has been clearly retracted — even when they remember the retraction and say they accept it.

Illusory Correlation

Psychological

Perceiving a relationship between two things that are not actually related, or perceiving a much stronger relationship than exists — typically because both items are distinctive or because the relationship was expected.

Negativity Bias

Psychological

Negative events, information, and impressions carry more weight, draw more attention, and persist longer in memory than positive ones of equal magnitude.

IKEA Effect

Psychological

The tendency to value things more highly because one helped make them — a disproportionate attachment to the products of one's own labor, largely independent of their quality.

Omission Bias

Psychological

The tendency to judge harmful actions as worse, and more blameworthy, than equally or more harmful inactions — so that doing nothing feels safer even when it is not.

Zero-Risk Bias

Psychological

A preference for reducing a small risk all the way to zero over reducing a larger risk by a greater amount — the pull of certainty over expected value.

Denomination Effect

Psychological

People are less likely to spend a given sum when it is held as a single large bill than when the same amount is held in smaller bills, coins, or tokens.

Money Illusion

Psychological

The tendency to think about money in nominal terms — face-value dollars — rather than in real terms of what it buys, so that inflation and deflation distort judgments of raises, prices, gains, and losses.

Hot-Cold Empathy Gap

Psychological

The failure to appreciate how much a visceral state — hunger, fear, arousal, craving, anger, pain — changes preferences and behavior: calm people underestimate what they will do when hot, and hot people cannot imagine being calm again.

Curse of Knowledge

Psychological

Once you know something, you cannot fully imagine not knowing it — so the informed systematically overestimate what others know, how clear their own message is, and how obvious a conclusion was.

False Consensus Effect

Psychological

The tendency to overestimate how widely one's own beliefs, preferences, and behaviors are shared — to see one's own position as common and appropriate, and disagreement as rarer and stranger than it is.

Naive Realism

Psychological

The conviction that one sees the world as it objectively is, so that reasonable people given the same facts would agree — and those who do not must be uninformed, irrational, or biased.

Illusion of Transparency

Psychological

The tendency to overestimate how visible one's internal states — nervousness, disgust, deception, disagreement — are to observers, because one's own experience of them is so vivid.

Reactive Devaluation

Psychological

The tendency to rate a proposal as less attractive simply because it came from an adversary or counterpart — the same terms are devalued when the other side offers them.

Semmelweis Reflex

Psychological

The reflexive rejection of new evidence because it contradicts established norms, beliefs, or paradigms — and, under the same name, the rhetorical exploitation of that story by anyone whose claim has been rejected.

Barnum Effect

Psychological

The tendency to accept vague, general personality statements as uniquely accurate descriptions of oneself — especially when they are flattering and presented as the result of individual analysis.

Cold Reading

Psychological

A set of techniques for appearing to know intimate facts about a stranger with no prior information, by combining high-probability statements, observation, and the subject's own feedback — presented as psychic, intuitive, or expert insight.

Hot Reading

Psychological

Presenting information gathered in advance about a person — from research, informants, intake forms, overheard conversation, or social media — as if it had been obtained by psychic, intuitive, or expert means.

Apophenia

Psychological

The tendency to perceive meaningful patterns, connections, and intentions in random or unrelated data — faces in clouds, messages in noise, plots in coincidence.

Frequency Illusion

Psychological

After you learn or notice something new, it seems to appear everywhere — a product of selective attention and confirmation bias, not of any change in the world.

Rosy Retrospection

Psychological

The tendency to remember past events as more pleasant than they were experienced at the time — and to anticipate future ones more rosily than they will be — because the minor irritations fade and the highlights remain.

Declinism

Psychological

The belief that a society, culture, or institution is in decline from a better past — a predisposition that persists across eras and is largely independent of the measured trends.

Identifiable Victim Effect

Psychological

People respond far more strongly — with money, attention, and political will — to a single identified person in need than to statistics describing many more people in the same need.

Scope Insensitivity

Psychological

The failure of valuations, emotions, and willingness to pay to scale with the size of a problem — two thousand, twenty thousand, and two hundred thousand affected can feel, and be valued, almost the same.

Proportionality Bias

Psychological

The intuition that big events must have big causes — so that a major outcome produced by a small, mundane, or accidental cause feels unexplained, and a conspiracy or grand design feels more plausible than the evidence warrants.

Steelmanning

Legal & Debate

Restating an opponent's position in its strongest, most persuasive form — stronger, if possible, than they managed themselves — and only then criticizing it.

Principle of Charity

Legal & Debate

Interpreting an ambiguous, incomplete, or clumsily stated argument in the way that makes it most reasonable and most likely true, given the speaker's evident intent, before evaluating it.

Toulmin Structure

Legal & Debate

Stephen Toulmin's six-part layout of a practical argument — claim, grounds, warrant, backing, qualifier, rebuttal — used to locate exactly which part of an argument is missing, hidden, or weak.

Argument Mapping

Legal & Debate

Diagramming an argument as a tree of claims, reasons, co-premises, objections, and rebuttals so that the structure of support — what rests on what — becomes visible and can be checked one link at a time.

Clash and Flow

Legal & Debate

The competitive-debate discipline of tracking every argument on a written “flow” and requiring that arguments be answered where they were made, so that judges reward direct clash rather than two parallel speeches.

Spreading (Speed as Denial of Engagement)

Legal & Debate

Delivering arguments at 300 or more words per minute so that more claims are placed on the record than an opponent can answer in their allotted time — winning by unanswered volume rather than by the quality of any single argument.

Kritik

Legal & Debate

A competitive-debate argument that attacks the assumptions, language, or worldview underlying an opponent's case — or the resolution itself — and asks the judge to reject the case on philosophical or ethical grounds rather than on its policy consequences.

Time-Suck Arguments

Legal & Debate

Arguments raised not to win but to consume the opponent's time — cheap to assert, expensive to answer, and abandoned once the opponent has spent minutes on them that were needed elsewhere.

Dropped-Argument Extension

Legal & Debate

The debate convention that an argument left unanswered in the opponent's next speech is conceded — “a drop is a concession” — and the practice of extending such drops in later speeches so that they decide the round.

The Turn

Legal & Debate

A refutation that does not deny the opponent's argument but reverses it — showing that the link they rely on runs the other way (“link turn”) or that the outcome they call harmful is actually beneficial (“impact turn”).

Impact Calculus

Legal & Debate

The explicit weighing of competing consequences by magnitude, probability, timeframe, and reversibility, so that a decision-maker is told not only what each side's arguments are but why one set of impacts outweighs the other.

Burden of Rejoinder

Legal & Debate

The obligation, once an argument has been adequately made, for the other side to answer it — and the rule that a side which stops answering loses the point, whatever the ultimate burden of proof.

Presumption

Legal & Debate

A decision rule for cases in which the arguments do not settle the question: the position that wins by default — the status quo, the accused's innocence, the existing policy — until a sufficient case is made against it.

Definition Control

Legal & Debate

Winning an argument at the level of its terms: securing the definition of a key word — what counts as “violence,” “fair,” “done,” “substantial” — so that the conclusion follows from the vocabulary before any evidence is heard.

Framework Debate

Legal & Debate

Arguing over the standard by which the argument will be judged — which values, which metric, which decision rule — before or instead of arguing over the facts, so that the evaluative frame decides the outcome.

Crossfire and Cross-Examination

Legal & Debate

The questioning periods of competitive debate — cross-examination in policy and Lincoln-Douglas, crossfire in public forum — in which one side interrogates the other on the record, and the tactics for extracting concessions, exposing gaps, and controlling the exchange.

Socratic Method

Legal & Debate

Leading an interlocutor toward a conclusion, or toward recognizing that they do not know what they thought they knew, through a sequence of questions rather than assertions — the elenchus of Plato's early dialogues.

Reductio ad Absurdum

Legal & Debate

Refuting a claim by assuming it true, deriving a consequence that is false, contradictory, or unacceptable, and concluding that the claim must be rejected — the oldest and most reliable form of indirect proof.

Modus Tollens Refutation

Legal & Debate

Refuting a claim through its predictions: if the claim were true, some consequence would be observed; the consequence is not observed; therefore the claim is false — the logical form behind falsification and most honest empirical rebuttal.

Dilemma Horns

Legal & Debate

An argument that traps a position between two exhaustive alternatives, each of which leads to a conclusion the opponent must reject — and the three classical replies: grasp a horn, escape between the horns, or turn the dilemma back.

Concession and Refutation

Legal & Debate

Granting the opponent's point — the fact, the feeling, the strongest version of the objection — and then showing that the conclusion still does not follow, so the refutation is heard by someone who has just been agreed with.

Prolepsis

Linguistic

Anticipating an objection and answering it before it is raised — “you will say that…; but…” — so that the audience meets the counterargument already refuted and the speaker rather than the opponent chooses its form.

Hypophora

Linguistic

Asking a question and immediately answering it yourself — “What is the answer? It is this.” — a figure that lets a speaker raise the audience's question, control its wording, and supply the answer in one motion.

Apophasis (Paralipsis)

Linguistic

Raising a charge by professing not to raise it — “I will not mention my opponent's drinking” — so the accusation is planted, the audience registers it, and the speaker keeps deniability about having made it.

Epistrophe

Linguistic

Ending successive clauses or sentences with the same word or phrase — “of the people, by the people, for the people” — so the repeated ending accumulates weight and becomes the thing the audience remembers.

Antithesis

Linguistic

Setting contrasting ideas in parallel grammatical structures — “ask not what your country can do for you; ask what you can do for your country” — so the contrast is felt as clarity and the balanced form is felt as balanced judgment.

Chiasmus

Linguistic

Reversing the order of words or ideas across two parallel clauses — A B, B A — so the second half mirrors the first, producing a sense of closure and inevitability that can outrun the content.

Gradatio and Climax

Linguistic

Arranging words, clauses, or claims in a rising sequence — each step repeating and building on the last — so that the final term arrives with the accumulated momentum of everything before it.

Asyndeton and Polysyndeton

Linguistic

Two opposite manipulations of conjunctions: asyndeton drops them (“I came, I saw, I conquered”) to make a series feel swift and complete; polysyndeton multiplies them (“and… and… and”) to make it feel endless. Both alter how much the audience thinks there is.

Litotes

Linguistic

Affirming something by denying its opposite — “not bad,” “no small achievement,” “not unaware” — an understatement that lets the speaker claim less than they mean, or mean less than they seem to claim, and leaves the hearer to fill the gap.

Hyperbole

Linguistic

Deliberate exaggeration not meant to be taken literally — “the best coffee in the world,” “I have told you a million times” — which persuades by intensity and, when the audience cannot tell where the exaggeration ends, by miscalibrating their sense of scale.

Metaphor as Argument

Linguistic

Using a metaphor not as decoration but as the reasoning itself — crime is a virus, the budget is a household, the company is a family — so that the inferences licensed by the source domain are carried over to the target without being argued.

Analogy as Argument

Legal & Debate

Reasoning that because two cases are alike in known respects they are alike in the disputed respect — the form of precedent, of the Munich analogy, and of “when I was your age” — whose strength depends entirely on whether the similarities are the ones that matter.

Narrative vs. Statistical Evidence

Legal & Debate

The strategic choice between proving a point with a story — one person, one case, told vividly — or with numbers, and the persuasive asymmetry between them: stories move belief through transportation and identification, statistics through base rates, and each can be used to hide what the other would show.

Signposting

Legal & Debate

Announcing the structure of an argument while delivering it — “two reasons,” “first… second…,” “on their second point” — so that listeners can follow, locate, and check each part as it arrives.

Call and Response

Linguistic

A speaker's invitation to an audible collective reply — an “amen,” a chanted slogan, a shouted answer to a leading question — that turns listeners into co-performers and makes their agreement public, repeatable, and recordable.

Pivot and Bridge

Legal & Debate

Answering a question by acknowledging it briefly and then steering to a prepared message — “what I can tell you is…” — so that the speaker controls the topic while appearing responsive.

Even-If Argument

Legal & Debate

Layering a response so that each defense survives the failure of the one before it — the claim is false; even if true, it does not follow; even if it follows, it is outweighed — so an opponent must win every layer to win the point.

Burden of Proof Allocation

Legal & Debate

Settling, before any evidence is weighed, who must prove what and to what standard — so that when the evidence is inconclusive, the side carrying no burden wins by default.

Ideological Turing Test

Legal & Debate

A test of whether you understand a position you reject: can you state it so faithfully that its actual adherents cannot tell your account from one written by one of their own?

Confirmshaming

Digital

Wording the decline option in a dialog as a self-critical first-person statement — “No thanks, I like paying full price” — so that refusing the offer means publicly labeling yourself as foolish, cheap, or uncaring.

Roach Motel

Digital

A flow designed so that getting in takes one click and getting out takes a maze: subscriptions, memberships, and accounts that are effortless to join and deliberately laborious to cancel or delete.

Drip Pricing

Marketing

Advertising a low headline price and then adding mandatory fees, surcharges, and taxes step by step through the checkout, so the true total appears only after the buyer has compared, chosen, and committed.

Bait and Switch

Marketing

Advertising an attractive offer the seller does not intend to fulfil as described, then steering the customer who responds toward a different, less favourable purchase.

Sneak into Basket

Digital

Adding an item, service, or upgrade to the shopping cart without the buyer choosing it — through a pre-selected add-on, an opt-out box, or an insertion during checkout — so that not buying it requires noticing and acting.

Forced Continuity

Digital

Converting a free trial or a one-off purchase into recurring charges without a clear moment of consent — taking payment details up front, staying silent as the trial ends, and relying on inertia and inattention to keep the billing running.

Trick Questions

Digital

Phrasing a form question, checkbox, or button so that a quick reading produces the opposite of what the user intends: double negatives, adjacent boxes with opposite polarity, and decline options placed where no one would look.

Misdirection UI

Digital

Using visual design — colour, size, position, motion, and borrowed iconography — to pull attention toward the choice the designer wants and away from the one the user wants, without changing a word of the text.

Fake Countdown Timer

Digital

A visible clock counting down to the “end” of an offer that does not actually end — it resets on reload, restarts for the next visitor, or reaches zero with the price unchanged — manufacturing urgency where none exists.

Fake Stock Counter

Digital

Displaying “Only 3 left!” or “14 people are viewing this” figures that are generated rather than measured, to trigger scarcity and competition responses about a product that is in fact plentiful.

Fake Reviews

Digital

Manufacturing, buying, gating, or suppressing consumer reviews so that a rating summary reflects what the seller wants buyers to believe rather than what buyers experienced.

Undisclosed Sponsorship

Marketing

Presenting paid promotion — an influencer post, a review, an article, a broadcast mention — as an independent opinion by omitting the material connection between the speaker and the seller.

Health-Washing

Marketing

Dressing a product in the vocabulary and imagery of health — “natural”, “immune support”, “made with real fruit”, green leaves, athletes — to imply a benefit it does not deliver or a nutritional profile it does not have.

Clean-Label Halo

Marketing

Using “free-from”, “no artificial”, “non-GMO”, and short ingredient lists as a proxy for healthfulness — including absence claims about things the product never contained — so that what is not in the pack stands in for what is.

Puffery

Marketing

Vague superlatives and subjective boasts — “the best”, “world-class”, “unbeatable” — that no one can falsify and that the law treats as harmless, used to carry an implied factual promise the seller could not make outright.

Up-To Comparatives

Marketing

Framing a benefit by its ceiling — “up to 50% off”, “speeds up to 1 Gbps”, “save up to $500” — so the reader anchors on the maximum while the typical outcome, which the seller knows, goes unstated.

Shrinkflation

Marketing

Raising the effective price of a product by reducing its quantity — fewer grams, sheets, or ounces — while keeping the pack, the shelf price, and the appearance unchanged, so the increase is paid without being noticed.

Loyalty Lock-In

Marketing

Points, tiers, and status designed so that accumulated but unspent value, expiring balances, and threatened status make switching feel like a loss even when a competitor is cheaper.

Variable Reward Schedule

Digital

Delivering rewards — a like, a match, a rare item, an interesting post — unpredictably rather than every time, so that checking becomes compulsive and persists long after the rewards thin out.

Infinite Scroll

Digital

A feed that loads more content as the user approaches the bottom, removing the page break, the “next” click, and every other natural moment at which a person would decide whether to continue.

Autoplay

Digital

Starting the next video, episode, or clip automatically — often with a countdown — so that continuing requires nothing and stopping requires an action taken against content already playing.

Streak Mechanics

Digital

Counting consecutive days of use and displaying the count so that a missed day “breaks” something, turning loss aversion over an arbitrary number into a daily reason to open the app.

Social Proof Widgets

Digital

Interface elements that display other people's behaviour as a cue to act — “1,204 bought this today”, “Sarah from Leeds just purchased”, star aggregates, “trending” and “best seller” badges — whether the underlying numbers are measured, cherry-picked, or generated.

Retargeting Pursuit

Digital

Following a person across websites and apps with advertisements for the exact product, page, or cause they looked at, for days or weeks, so that the abandoned decision is never allowed to close.

Free as Data Payment

Digital

Offering a service as “free” when its price is paid in personal data and attention — collected, profiled, and sold to advertisers — so that the word “free” switches off the cost-benefit scrutiny a stated price would trigger.

Consent Theater

Digital

Cookie banners and permission dialogs built to produce a recordable “yes” rather than an informed, free choice — accept-all in colour, reject buried or absent, “legitimate interest” pre-toggled, and the same prompt repeated until the user gives in.

Pre-Checked Boxes

Digital

Presenting a choice with the option that benefits the business already selected — the marketing consent ticked, the add-on included, the donation set to recurring — so that inaction becomes agreement.

Obstruction

Digital

Making a task the business would rather you did not complete — cancelling, comparing, deleting, refusing, claiming — deliberately harder than it needs to be, so that a predictable share of people give up at each added step.

Nagging

Digital

Repeating a request the user has already declined — turn on notifications, upgrade now, install the app, rate us, switch browsers — at intervals and without a “never” option, until compliance becomes cheaper than refusal.

Privacy Zuckering

Digital

Tricking people into sharing more about themselves than they intended — through defaults set to public, settings scattered across a maze, upbeat framing of disclosure, and silent changes to what “private” means.

Friend Spam

Digital

Asking for access to a person's contacts or social accounts under a benign pretext — “see which friends are already here” — and then messaging those contacts in the person's name, often repeatedly, without their knowledge.

Referral Pressure

Marketing

Paying customers to recruit their friends — “give $20, get $20”, a free month per sign-up, a reward that unlocks at five invitations — so that a personal recommendation carries an undisclosed financial interest and a friendship becomes a sales channel.

Charm Pricing

Marketing

Ending prices in 9 or 99 — $9.99 rather than $10 — so that the leftmost digit, which people weight most heavily, reads one lower than the price actually is.

Prestige Pricing

Marketing

Setting a price high, and often round — $200, not $199.99 — so that the price itself signals quality, status, or efficacy, and the buyer's experience of the product rises to meet it.

Price Partitioning

Marketing

Presenting a price as a base figure plus separately listed components — shipping, handling, taxes, service fees, destination charges — so that the base anchors the judgment and the surcharges are discounted or ignored.

Free Shipping Threshold

Marketing

Offering free delivery only above a spending minimum — “free shipping on orders over $50” — and telling the shopper how far short they are, so that avoiding a small shipping charge becomes a reason to buy more than they came for.

Buy Now, Pay Later (Pain Reduction)

Marketing

Splitting a price into small instalments at checkout — “4 interest-free payments of $22.50” — so that the pain of paying is deferred and diluted, the instalment replaces the price as the anchor, and the purchase feels smaller than it is.

Compromise Effect

Marketing

Arranging a set of options so that the one the seller wants to sell sits in the middle — flanked by a cheaper version that looks stripped and a pricier one that looks excessive — because people avoid extremes and choose the option that is easiest to justify.

Loot Boxes

Digital

Selling a sealed random draw inside a game — a box, pack, or “gacha” pull whose contents are unknown until paid for — so that a variable-ratio reward schedule, near-miss theatre, and an obscured price combine into a purchase that behaves like a wager.

Pay to Skip Friction

Digital

Manufacturing a wait, a limit, or an annoyance — a build timer, an energy meter, an unskippable ad, a queue — and then selling its removal, so that the product's revenue depends on the discomfort it creates.

Name-Calling

Political

Attaching a bad label to a person, group, or idea so the audience rejects it on the strength of the label rather than by examining evidence — the first of the seven propaganda devices catalogued by the Institute for Propaganda Analysis in 1937.

Testimonial Propaganda

Political

Borrowing the prestige of an admired person (or the stigma of a despised one) to sell an idea, product, or candidate when the endorser's standing has no bearing on whether the claim is true — the fourth of the seven IPA devices.

Scapegoating

Political

Assigning blame for a complex or diffuse harm to a single group or person who did not cause it, so that punishing the target feels like solving the problem.

Dehumanization

Political

Describing a group as less than fully human — as animals, vermin, disease, or objects — so that the moral rules that apply to people stop applying to them.

Enemy Image Construction

Political

Building a stable, simplified picture of an opposing nation, party, or group as uniformly hostile, deceitful, and monolithic, so that every act it takes reads as confirmation and every act of one's own side reads as defensive.

Moral Panic

Political

A wave of public alarm about a group or behavior, amplified by media and moral entrepreneurs, in which the reaction is out of proportion to the underlying harm and the target becomes a "folk devil".

Security Theater

Political

Security measures chosen for their visibility and reassurance value rather than for any measurable reduction in risk, presented to the public as protection.

Think of the Children

Political

Invoking the protection of children to win support for a measure or to shut down objection to it, so that the appeal to the child stands in for the case that the measure actually protects anyone.

Law-and-Order Rhetoric

Political

Making crime and disorder the organizing frame of a political appeal, so that fear of crime — rather than measured crime — drives support for a candidate or for expanded police, prosecutorial, or emergency powers.

Populist Antagonism Frame

Political

Framing politics as a moral contest between a homogeneous, virtuous "people" and a corrupt, self-serving "elite", with the speaker as the people's sole authentic voice.

Conspiracy Rhetoric

Political

A style of explanation that attributes events to a hidden, coordinated, malevolent group and treats the absence of evidence as proof of the cover-up, making the claim impossible to test.

The Paranoid Style

Political

A rhetorical mode, named by Hofstadter in 1964, that presents politics as a vast, sinister, coordinated conspiracy against a whole way of life, demanding total mobilization against an enemy who is at once all-powerful and about to be unmasked.

Accusation in a Mirror

Political

Accusing one's intended victims of planning exactly the atrocity or wrong one is oneself preparing to commit, so that the audience experiences aggression as self-defense.

Trial Balloon

Political

Floating a proposal, appointment, or position through a deniable channel — an anonymous leak, a "sources say" story, a surrogate's remark — to measure reaction before the principal commits to it.

Normalization

Political

Making a previously unacceptable idea, practice, or condition seem ordinary through repetition, incremental steps, and the visible acquiescence of others, until objection itself comes to seem strange.

Cult of Personality

Political

The systematic use of media, ritual, art, and education to present a leader as extraordinary, infallible, and the embodiment of the nation or movement, so that loyalty to the person replaces judgment of the policies.

Memory-Holing

Political

Erasing a person, event, or prior statement from the record — photographs, archives, official histories, web pages — so that the present account appears to have always been true.

Agent Provocateur

Political

An infiltrator who incites a group to discredit itself — by provoking violence, illegal acts, or extreme statements — so that the group can be suppressed or its cause smeared with evidence it appears to have produced itself.

Integration Propaganda

Political

Ellul's term for the slow, pervasive propaganda of a stable society — schooling, civic ritual, public-service campaigns, news routines — that aims not to rouse people to action but to make them conform, participate, and feel that the existing order is natural.

Agitation Propaganda

Political

Ellul's term for short-burst, high-intensity propaganda that mobilizes an audience to act — to march, fight, boycott, or purge — by concentrating grievance and hatred on a simplified enemy.

The Noble Lie

Political

A deliberate falsehood told by those in authority to the governed on the ground that the truth would be harmful or destabilizing and that the lie serves the public good.

Outrage Ritual

Political

A scheduled, repeatable performance of collective anger at a designated target — the daily villain, the struggle session, the pile-on — that binds the group, discharges tension, and keeps attention on the enemy rather than on the group's own conduct.

Jingoism

Political

Aggressive nationalism performed as loyalty — the demand that citizens back a confrontation with a foreign enemy, and the framing of doubt as disloyalty — used to consolidate support that the policy on its own could not earn.

Martyrdom Narrative

Political

Turning a death — real, exaggerated, or invented — into a sacred story that sanctifies a cause, forecloses scrutiny of it, and converts grief into an obligation to act.

Historical Revisionism (Negationism)

Political

The denial or rewriting of well-established historical facts to serve a present political purpose — distinct from the ordinary scholarly revision of interpretations in light of new evidence.

Reputation Laundering

Political

The purchase of respectability by kleptocrats, authoritarian states, and disgraced individuals through philanthropy, university donations, lobbying, public-relations campaigns, and association with prestigious institutions, so that the source of the wealth or power is obscured by the company it keeps.

Cause-Washing

Political

Attaching a brand, institution, or politician to a popular cause — environmental, health, social-justice, patriotic — through symbolic gestures and marketing that substitute for, and distract from, the sponsor's actual conduct on that cause.

Sportswashing

Political

Hosting, sponsoring, or owning sports events and teams so that the goodwill, spectacle, and normalcy of sport attach to a state, ruler, or corporation and displace attention from its record.

Mandate Inflation

Political

Claiming that an election result confers broad public authorization for a specific program — or for the winner's whole agenda — when the margin, turnout, or issue mix of the vote cannot support the claim.

Crisis Exploitation

Political

Using the suspension of ordinary scrutiny during an emergency — real, exaggerated, or manufactured — to enact measures, seize powers, or assign blame that could not survive normal deliberation.

Story Model of Juror Persuasion

Legal & Debate

The finding, from Pennington and Hastie's research, that jurors decide cases by assembling the evidence into a coherent story and then matching that story to the verdict options, rather than by weighing each item of evidence on its own.

Theory of the Case

Legal & Debate

A single, coherent explanation of what happened and why the law requires a verdict for one side, from which every decision in the trial, which witnesses to call, which questions to ask, which facts to concede, is derived.

Trial Themes

Legal & Debate

A short, memorable phrase that captures the moral or common-sense core of a party's theory of the case and is repeated across opening, examination, and closing so that jurors carry it into deliberation.

Primacy and Recency in Trial Presentation

Legal & Debate

Structuring openings, examinations, and closings so that the strongest material comes first and last, on the evidence that people remember and weight the beginning and end of a sequence more than its middle.

Leading Questions on Cross-Examination

Legal & Debate

Questions that contain their own answer ("You left the bar at midnight, didn't you?"), permitted on cross-examination under rules such as Federal Rule of Evidence 611(c) so that the examiner, not the witness, controls what the jury hears.

One Fact per Question

Legal & Debate

The cross-examination discipline of asking short, declarative questions that each contain a single fact, so that every answer is unambiguous and the witness has nothing to argue with.

Impeachment by Prior Inconsistent Statement

Legal & Debate

Confronting a witness with something they previously said or wrote that contradicts their trial testimony, in a fixed sequence (commit, credit, confront) designed to make the contradiction undeniable to the jury.

Reptile Theory

Legal & Debate

A plaintiff's-bar litigation strategy, set out by David Ball and Don Keenan in 2009, that frames a case as a violation of community safety rules so that jurors are moved by a felt threat to themselves and their community rather than by sympathy for the plaintiff.

Golden Rule Argument

Legal & Debate

A closing argument that asks jurors to put themselves in a party's place ("how much would you want if this had happened to you?"), prohibited in nearly every US jurisdiction because it invites a verdict based on personal interest rather than on the evidence.

Vouching

Legal & Debate

An advocate's expression of personal belief in a witness's credibility, a party's guilt or innocence, or the justness of the cause ("I believe her"; "I would not have brought this case if he were innocent"), prohibited because it puts the lawyer's own credibility and unseen knowledge on the scale.

Appeal to Passion or Prejudice

Legal & Debate

Argument or evidence designed to make the fact-finder decide on anger, fear, disgust, or group hostility rather than on proof: inflammatory characterizations, appeals to race, religion, nationality, or wealth, and "send a message" pleas that turn the verdict into a referendum on something other than the case.

Burden-Shifting Argument

Legal & Debate

Argument or questioning that implies the party without the burden of proof must explain, prove, or disprove something: commenting on a criminal defendant's silence, asking why the defense called no witnesses, or demanding that a witness say whether the police officers were lying.

Opening Statement as Story

Legal & Debate

Delivering the opening statement as a chronological narrative of what the evidence will show, rather than as a list of witnesses or a legal outline, so that jurors receive the frame into which later evidence will be sorted.

Demonstrative Evidence

Legal & Debate

Charts, diagrams, models, timelines, animations, and in-court demonstrations that illustrate testimony rather than prove facts on their own, admitted at the judge's discretion because they help the jury understand and controlled because they can also distort.

Expert Witness Authority

Legal & Debate

The persuasive weight jurors give a credentialed expert's opinion, which the rules of evidence (Federal Rule 702, Daubert) try to tie to reliable methods, and which advocates try to attach to conclusions the methods do not support.

Voir Dire Priming

Legal & Debate

Using jury-selection questions not only to uncover bias but to introduce the case's themes, obtain commitments from prospective jurors, and shape the panel's expectations before any evidence is heard.

Per Diem Damages Anchoring

Legal & Debate

Suggesting a specific dollar figure for non-economic damages, either as a lump sum or by multiplying a small daily amount across the plaintiff's life expectancy, so that the number becomes the jury's starting point.

CSI Effect

Legal & Debate

The claim that television forensics has led jurors to expect scientific evidence in every case and to acquit when it is absent, and the courtroom tactics built around that claim: defense arguments that "they never tested it" and prosecution voir dire and closings warning jurors not to expect television.

Eyewitness Suggestibility

Legal & Debate

The contamination of an eyewitness's memory through suggestive identification procedures, post-event information, and confirming feedback, so that the witness testifies with confidence to a memory that was shaped after the event.

Reid Technique

Legal & Debate

The dominant accusatory interrogation method in North American policing, developed by John E. Reid from the 1940s and codified in Inbau and Reid's Criminal Interrogation and Confessions, which moves from a non-accusatory interview to a nine-step interrogation designed to overcome denials and obtain a confession.

PEACE Model of Investigative Interviewing

Legal & Debate

The information-gathering interview framework adopted in England and Wales in 1992 (Planning and preparation, Engage and explain, Account, Closure, Evaluate), built on open questioning and rapport rather than accusation and pressure, and now the reference model for ethical interviewing.

Plea-Bargain Pressure

Legal & Debate

The structuring of charges and sentencing exposure so that accepting a guilty plea becomes the rational choice regardless of guilt: stacked counts, mandatory minimums held in reserve, exploding offers, and the "trial penalty" of a far harsher sentence after conviction at trial.

Pretrial Publicity

Legal & Debate

Media coverage of a case before trial, and the extrajudicial statements by lawyers, police, and parties that feed it, which shape the pool of prospective jurors before any evidence is admitted and are only partly cured by voir dire, instructions, and change of venue.

Sympathy-Versus-Law Instruction

Legal & Debate

The standard jury instruction that the verdict must rest on the evidence and the law as given, not on sympathy, prejudice, or passion, and the advocacy on both sides of it: reminding jurors of the instruction to blunt an emotional case, or reminding them that the law does not require them to ignore what they saw.

Closing Argument Callback

Legal & Debate

Structuring the closing around explicit references back to the opening's promises, the instructions the judge will give, and the witnesses' own words, so that the argument reads as the fulfillment of commitments the jury already heard rather than as new advocacy.

Concession-Based Persuasion (Stealing Thunder)

Legal & Debate

Disclosing the weaknesses in one's own case first, on direct examination or in opening, so that the fact-finder hears the damaging fact from the side it hurts, framed and contextualized, rather than as a revelation on cross-examination.

Sandbagging Arguments

Legal & Debate

Withholding an argument, objection, witness, or piece of evidence until the opponent can no longer respond: raising a new point in a reply brief, sitting on an objection to use on appeal if the verdict goes badly, or springing undisclosed evidence at trial.

Looping the Witness's Words

Legal & Debate

Incorporating the witness's own answer into the next question ("You said the truck was moving fast. When you saw the fast-moving truck, where were you standing?") so that a favorable word or phrase is repeated, endorsed, and fixed in the jury's memory.

Motion in Limine Framing

Legal & Debate

Pretrial motions asking the court to rule in advance on the admissibility of specific evidence, used by both sides to define the frame the jury will see before the first witness is called, and to keep prejudicial material from being mentioned where an objection would come too late.

Jury Nullification Appeals

Legal & Debate

Argument, explicit or veiled, that asks jurors to acquit because the law or its application is unjust rather than because the evidence fails, drawing on the jury's unreviewable power to return a general verdict of not guilty.

Character Evidence Backdoor

Legal & Debate

Getting inadmissible propensity evidence before the jury by other routes: labeling it as proof of "motive" or "intent" under Rule 404(b), asking a question that implies a prior act without a good-faith basis, or simply saying it before the objection can be made, so that the bell cannot be unrung.

Settlement Pressure Tactics

Legal & Debate

Negotiation moves that use the cost, delay, uncertainty, and stress of litigation as leverage: exploding offers, offers of judgment that shift costs, discovery burdens, nuisance-value demands, and threats of publicity or collateral proceedings.

Lawfare

Legal & Debate

The use of legal process as a weapon rather than as a means of resolving a dispute: suits, complaints, subpoenas, and prosecutions filed or threatened for the burden they impose on the target (cost, delay, disclosure, fear) rather than for the remedy they seek.

Fear Conditioning Exploitation

Psychological

Pairing a person, group, product, or idea with a threat cue often enough that the target itself comes to trigger a defensive response, so the audience reacts to it before evaluating it.

Amygdala Hijack

Emotional

Provoking a burst of acute emotional arousal — rage, panic, humiliation — so that a person reacts before deliberate thought can intervene. The phrase is popular science rather than neuroscience; this entry covers both the real mechanism and the overclaim.

Reward Prediction Error

Psychological

The dopamine signal that fires when an outcome is better than expected and falls silent when it is exactly as expected. Anything that delivers rewards unpredictably keeps the signal alive, which is why uncertain payoffs hold attention far longer than reliable ones.

Oxytocin and In-Group Trust

Psychological

The claim that a hormone makes people trusting, and the sturdier finding underneath it: cues of shared group membership lower vigilance toward insiders and can raise hostility toward outsiders. Trust built through belonging is the lever; the “moral molecule” is the overclaim.

Stress-Narrowed Cognition

Psychological

Under acute stress, attention narrows to the most salient cue, working memory shrinks, and control shifts from deliberate prefrontal circuits to fast habitual ones — a state in which a person weighs fewer options and is easier to steer.

Sleep-Deprivation Suggestibility

Psychological

Keeping a person awake — through long sessions, late-night calls, all-night programs, or interrogation — until reduced prefrontal function makes them more compliant, more suggestible, and less able to weigh what they are agreeing to.

HALT Vulnerability States

Psychological

Timing an ask for when the target is Hungry, Angry, Lonely, or Tired — the recovery-community HALT checklist — because each state predictably lowers self-control and widens the gap between what a person will agree to now and what they would agree to fed and rested.

Disgust and Purity Triggers

Emotional

Attaching contamination cues — filth, disease, vermin, rot, “toxins” — to a product, practice, person, or group so that the audience recoils before it reasons. Disgust is a disease-avoidance system, and it generalizes to whatever it is pointed at.

Orienting Response Exploitation

Psychological

Triggering the involuntary “what is it?” reflex — with sudden sound, motion, cuts, flashes, or novelty — so that attention is captured before any decision to attend has been made.

Attention Capture by Faces and Motion

Psychological

Using faces, direct or averted gaze, and sudden motion — the stimulus classes the visual system prioritizes without instruction — to steer where people look, and therefore what they process, before they decide to look at anything.

Habituation and Escalation

Psychological

The decline in response to a repeated stimulus, and the persuader's answer to it: escalate the intensity, shock, or novelty of each message to recover the reaction — or, in reverse, introduce each step so gradually that no single change triggers a response.

Post-Hoc Rationalization Exploitation

Psychological

Engineering a behavior or choice first and letting the person supply the reasons afterward — exploiting the mind's tendency to generate confident explanations for actions whose real causes it cannot see.

Excitation Transfer

Emotional

Residual physiological arousal from one source — exercise, fear, a crowd, a thriller — carrying over and intensifying whatever emotion is felt next, so that a message delivered while the body is still keyed up feels more compelling than it is.

Emotional Contagion

Emotional

The tendency to catch the emotions of others automatically — through mimicry of faces, voices, and postures, and through the tone of what we read — which lets a persuader set a mood in a room or a feed without making an argument.

Nocebo Framing

Psychological

Framing information so that the expectation of harm produces the harm — real symptoms, worse pain, side effects from inert treatments — and using that expectation to sell a remedy, discredit a rival, or spread alarm.

Placebo Framing

Psychological

Using price, branding, ritual, and confident presentation to raise expectations of benefit — which measurably improves subjective outcomes — and then selling the expectation as if it were the product's active ingredient.

Mirror-Neuron Claims

Psychological

Invoking mirror neurons — cells that fire both when an animal acts and when it watches the same act — to claim that audiences automatically feel, understand, or imitate what a speaker, brand, or story presents. The cells are real; most of the claims built on them are not.

Affective Forecasting Errors

Emotional

People mispredict how future events will make them feel — overestimating the intensity and duration of both joys and sorrows, and focusing on whatever is in view — and persuaders sell to the forecast rather than to the experience.

Identity-Protective Cognition

Psychological

The motivated processing of evidence to protect one's standing in a group whose identity is bound up with a position — so that facts threatening the group are scrutinized, discounted, or reinterpreted, while facts supporting it are waved through.

Cultural Cognition

Psychological

The tendency to fit perceptions of risk and fact to the values of one's cultural group — hierarchical or egalitarian, individualist or communitarian — and the persuasion practice built on it: choosing messengers and frames that match the audience's worldview so the message gets through.

Coalitional Psychology

Psychological

The evolved machinery for tracking who is on whose side — detecting alliances, sorting people into us and them on minimal cues, and shifting trust, generosity, and moral concern along those lines — which persuaders activate by defining a coalition and pointing it at an enemy.

Cheater-Detection Exploitation

Psychological

Triggering the mind's specialized sensitivity to people who take a benefit without paying the cost — by casting a group, a rival, or an institution as free-riders or cheats — to recruit punitive anger that bypasses evaluation of the actual facts.

Status-Seeking Exploitation

Psychological

Selling status — rank, prestige, being seen to be ahead — or selling relief from status anxiety, to a species in which the desire for standing is a fundamental motive that operates whether or not the standing is real.

Reputation Threat

Psychological

Using the fear of what others will think — exposure, embarrassment, loss of standing — to compel behavior, from watching-eyes cues and public commitment to blackmail; the lever works because humans monitor their reputations constantly and often below awareness.

Dark Triad Manipulation

Psychological

The interpersonal tactics characteristic of people high in narcissism, Machiavellianism, and subclinical psychopathy — charm, exploitation, strategic deceit, and low empathy — and the pattern by which they get their way. The traits are dimensional, and the label is a description, not a diagnosis.

Machiavellianism

Psychological

A strategic, cynical orientation to other people — treating them as instruments, telling them what they want to hear, and keeping emotional distance — first measured by Christie and Geis in 1970 and named for the author of The Prince.

Need-for-Closure Exploitation

Psychological

Supplying certainty — a simple answer, a clear villain, a firm deadline — to people whose need to resolve ambiguity has been raised by fatigue, noise, threat, or time pressure, so that the first confident account is seized and frozen before alternatives are considered.

Need-for-Cognition Targeting

Psychological

Tailoring a message to how much the audience enjoys thinking — arguments and evidence for those who do, cues and slogans for those who do not, and imitation evidence for the thinkers who will not check — so that persuasion runs through whichever route the target is least likely to scrutinize.

Authoritarian Dynamic Activation

Psychological

Raising the perception that the group's norms, unity, or order are under threat in order to activate, in the roughly third of any population predisposed to it, a demand for conformity, sameness, and punishment of deviants — a dynamic that runs on threat, not on party.

Loneliness Targeting

Emotional

Identifying people who are socially isolated and offering them connection — attention, intimacy, belonging — as the vehicle for a scam, a recruitment, or a sale, because loneliness raises the value of any offered relationship and lowers the scrutiny applied to whoever offers it.

Grief Targeting

Emotional

Approaching the bereaved — through obituaries, funeral sales, mediums, estate scams, and “grief tech” — at the point when attention, judgement, and the will to resist are lowest and the desire for contact with the dead or relief from pain is highest.

Trauma Reenactment Exploitation

Psychological

Identifying a person's history of abuse or neglect and reproducing its familiar dynamics — intermittent warmth, control, unpredictability — because patterns learned early feel like love or safety and are hard to see from inside them.

Novelty-Seeking Exploitation

Psychological

Exploiting the brain's preferential response to new stimuli — and the individual differences in how strongly people crave them — by manufacturing novelty: “new” labels, curiosity gaps, constant feed refresh, and product cycles that reward the next thing over the better thing.

Mere Urgency Effect

Psychological

The tendency to choose a task or offer because it feels urgent rather than because it matters — preferring the smaller reward with the shorter window over the larger one without a deadline — which persuaders exploit by attaching artificial time limits to whatever they want chosen.

Ostracism Threat

Psychological

Using the threat of being excluded, ignored, or cast out — the silent treatment, shunning, deplatforming, “nobody will speak to you” — to compel conformity or compliance, drawing on a need to belong so basic that even exclusion by strangers or computers hurts.

Mystical Manipulation

Social

Lifton's second criterion of thought reform: engineering events, coincidences, and emotional experiences so that they appear spontaneous or providential, then citing them as proof that the leadership speaks for history, God, or science.

Confession Compulsion (Cult of Confession)

Social

Lifton's criterion in which confession is made continuous, public, and total, so that private thoughts become group property and the confessed material becomes leverage.

Sacred Science

Social

Lifton's criterion in which a doctrine is presented as simultaneously morally sacred and scientifically exact, so that questioning it is framed as both immoral and irrational.

Loading the Language

Social

Lifton's criterion in which a group replaces ordinary vocabulary with jargon and thought-terminating clichés that compress complex judgments into approved labels, so members can no longer think outside the doctrine.

Doctrine Over Person

Social

Lifton's criterion in which a member's direct experience, memory, and perception are subordinated to doctrine, so that when reality and teaching conflict, reality is what gets revised.

Dispensing of Existence

Social

Lifton's eighth criterion: the group claims the right to decide who has the right to exist — socially, spiritually, or literally — by dividing humanity into those inside the doctrine and non-persons outside it.

BITE Model: Information Control

Institutional

The second dimension of Steven Hassan's BITE model: a group controls what its members can know by restricting outside sources, compartmentalizing insider knowledge, pre-framing criticism as persecution, and making information flow only upward through surveillance and confession.

BITE Model: Thought Control

Institutional

The third dimension of Hassan's BITE model: the group installs its doctrine as the only truth and trains members to shut down doubt with loaded language, black-and-white categories, and thought-stopping rituals, so that critical questions about the leader or the doctrine become impossible to hold.

BITE Model: Emotional Control

Institutional

The fourth dimension of Hassan's BITE model: the group manipulates and narrows a member's range of feeling, installing guilt and fear that only membership can relieve, alternating euphoria with shame, and teaching that no happiness or safety exists outside.

Phobia Indoctrination

Institutional

Hassan's term for the deliberate installation of vivid, irrational fears about what will happen to anyone who doubts or leaves — madness, damnation, disease, violence, ruin — so that departure becomes unthinkable and members police themselves.

Sleep and Nutrition Depletion

Institutional

A control condition in which a group or captor keeps people short of sleep, food, or both — through schedules, fasting, marathon sessions, and poor diets — so that judgment, emotional regulation, and resistance degrade while suggestibility rises.

Recruitment at Life Transitions

Institutional

Targeting people at life transitions — leaving home, starting or finishing university, moving, divorce, bereavement, job loss, illness, migration, discharge from the military or prison — when old ties are loosened and identity, routine, and belonging are open for renegotiation.

Front Groups

Institutional

An organization that presents itself as independent — a student club, charity, research institute, citizens' coalition, or clinic — while being created, funded, or controlled by a sponsor whose identity and interests are concealed, so the sponsor's message arrives wearing someone else's credibility.

Heavenly Deception

Institutional

Concealing or misrepresenting a group's identity, doctrine, or aims to outsiders and prospects on the reasoning that a higher truth justifies the lie. The term comes from the Unification Church, whose recruiters understood such deception as permissible because the deceived would ultimately benefit.

Totalism (Ideological Totalism)

Institutional

Lifton's name for the pattern in which an environment claims total authority over its members' behavior, thought, feeling, and existence. His eight criteria describe the pattern; the more fully an environment expresses them, the closer it stands to ideological totalism.

Bounded Choice

Institutional

Janja Lalich's framework for how members of a charismatic, totalist group make choices that feel free and are consistent within the group's worldview but are confined to the options the system allows — a self-sealing situation in which even self-destruction can be experienced as a reasoned decision.

Shunning

Institutional

The organized severing of contact with a current or former member as punishment or deterrent: family, friends, and business partners inside the group are required to treat the person as absent or dead, so that the price of dissent or departure is every relationship at once.

Exit-Cost Escalation

Institutional

The deliberate raising, over time, of what a member would lose by leaving — money, labor, relationships, reputation, secrets, legal exposure, identity — so that departure becomes progressively less thinkable regardless of what the member has come to believe.

Coercive Persuasion

Institutional

Edgar Schein's term for influence conducted inside an environment the target cannot leave, where ordinary social pressures — group discussion, confession, reward, and the need for approval — are applied by captors until the prisoner adopts their framework. It is the concept behind what the press called brainwashing.

Undue Influence

Interpersonal

A legal and forensic concept: excessive persuasion that overcomes a person's free will and produces an inequitable result, typically exercised by someone in a position of trust over someone who is dependent, isolated, or impaired. Courts use it to set aside wills, gifts, and contracts; Hassan and others use it as the umbrella term for high-control tactics generally.

Elder Financial Exploitation

Interpersonal

The illegal or improper use of an older adult's money, property, or assets by a person in a position of trust — a relative, caregiver, friend, fiduciary, or adviser — through deception, intimidation, undue influence, or theft, typically from someone whose dependency or cognitive change makes resistance and detection difficult.

High-Pressure Sales Closing

Interpersonal

A family of sales-training “closes” designed to extract a purchase decision before the buyer has time to think, compare, or leave — assumptive, alternative-choice, urgency, takeaway, and “what would it take” closes — usually stacked in a single session engineered so that saying no feels rude, costly, or impossible.

Grooming

Interpersonal

The gradual preparation of a person — most often a child, but also adults in dependent or hierarchical relationships — and of the people and institutions around them, so that abuse can occur, continue, and go unreported. Craven, Brown and Gilchrist define it as a process aimed at gaining access, securing compliance, and maintaining secrecy.

Digital Coercive Control

Interpersonal

The use of digital technology by a current or former partner to monitor, isolate, threaten, humiliate, and control — location tracking, message surveillance, account takeover, spyware, image-based abuse, and constant contact — extending coercive control past the walls of the home and past the end of the relationship.

Monitoring and Surveillance Control

Interpersonal

A component of coercive control in which one person keeps another under continuous or unpredictable observation — checking phones, timing errands, demanding an account of every hour, interrogating contacts, using children or friends as informants, appearing unannounced — so that the target behaves as if watched even when not.

Reproductive Coercion

Interpersonal

Behavior by a partner that controls a person's reproductive choices — pressure or threats to become pregnant or to end or continue a pregnancy, sabotage of contraception, and non-consensual condom removal — recognized since Miller and colleagues' 2010 study as a distinct form of intimate-partner abuse.

Minimization

Interpersonal

Systematically shrinking the significance of harm one has caused or benefits from — “it was only once,” “I barely touched you,” “you are overreacting” — so that the harmed person doubts whether it counts. A core technique of abusers and, at scale, of institutions covering for them.

Hoovering

Interpersonal

A pop term from abuse-recovery communities, named for the vacuum brand, for the burst of attention, apology, promises, crisis, or threat with which a controlling partner or family member tries to pull a person back after they have left or begun to detach. The term is informal; the mechanisms it names are documented.

Negging

Interpersonal

A pop term from the pickup-artist community for a backhanded compliment or mild insult delivered to lower a target's confidence and raise the speaker's apparent status, so that the target seeks the speaker's approval. Coined in that community and popularized by Neil Strauss's 2005 memoir The Game; not a research term.

Breadcrumbing

Interpersonal

A pop term for keeping someone interested with sporadic, non-committal signals — a like, a late-night message, a vague plan — without any intention of a relationship, so that the person stays available and hopeful. Informal in origin; the mechanism is intermittent reinforcement.

Word Salad

Interpersonal

In psychiatry, word salad (schizophasia) is a symptom of severe thought disorder, not a tactic. In pop psychology the same phrase names deliberate incoherence in an argument — circular, topic-shifting, contradiction-laden talk used to exhaust or confuse the other person. This entry concerns the second use; the label is descriptive, not diagnostic.

Appeal to Force (Argumentum ad Baculum)

Logical

Substituting a threat — of harm, loss, punishment, or exclusion — for a reason, so the listener accepts a claim or complies because of what will happen to them rather than because the claim is true.

False Analogy

Logical

Arguing that because two things share some features they must share the feature in dispute, when the shared features are irrelevant to that conclusion or the differences are decisive.

False Cause (Non Causa pro Causa)

Logical

Treating one thing as the cause of another on the strength of correlation, sequence, or narrative fit, without ruling out chance, reverse causation, or a shared cause.

Single-Cause Fallacy (Causal Oversimplification)

Logical

Presenting one factor as the cause of an outcome that has several jointly necessary or contributing causes, so the audience accepts a single villain, a single hero, or a single fix.

Fallacy Fallacy (Argument from Fallacy)

Logical

Concluding that a claim is false because an argument offered for it was fallacious — treating the failure of one argument as a refutation of its conclusion.

Historians' Fallacy

Logical

Judging a past decision as if the decision-maker had the information, framing, and outcome knowledge that only became available afterward — treating what is obvious in hindsight as having been obvious at the time.

Moralistic Fallacy

Logical

Inferring what is the case from what ought to be the case — concluding that a factual claim must be false because its truth would be morally unwelcome, or true because it would be morally convenient.

Naturalistic Fallacy and the Is-Ought Gap

Logical

Two related errors that are often run together: deriving a value conclusion (ought) from purely factual premises (is) with no bridging value premise, and defining “good” as some natural property such as pleasant, evolved, or natural.

Argument from Incredulity

Logical

Treating one's own inability to imagine or understand how something could be true as evidence that it is false — or, in the mirror form, that a preferred alternative must be true.

Argument from Silence

Logical

Concluding that something did not happen, or that someone does not hold a view, because a source that might have mentioned it does not — treating the absence of a record as a record of absence without showing that the record would exist if the thing were true.

Guilt by Association

Logical

Discrediting a claim or a person by linking them to a disreputable individual, group, or idea, so that the audience transfers its disapproval of the associate to the target without any argument about the claim itself.

Honor by Association

Logical

Lending a claim, product, or person unearned credibility by attaching it to something the audience already admires — a celebrity, a flag, a prestigious institution, a respected thinker — so that approval transfers without any argument that the admired thing bears on the claim.

Reductio ad Hitlerum

Logical

Dismissing a view, practice, or policy by comparing it to Hitler or the Nazis — arguing that because the Nazis held or did something, anyone who holds or does it is thereby refuted — without showing that the shared feature is what made Nazism evil.

Contextomy (Quote Mining)

Logical

Excerpting a passage so that the quoted words carry a meaning the surrounding text contradicts or qualifies away — the words are real, but the claim they now make is not the author's.

False Equivalence

Logical

Treating two things as equivalent — in kind, degree, or moral weight — because they share some feature, while ignoring differences of scale, intent, evidence, or consequence that make the comparison misleading.

Slothful Induction

Logical

Refusing to draw the conclusion that a body of evidence strongly supports — attributing every instance to coincidence, error, or “not proven” — so that no amount of evidence is ever enough. The mirror image of hasty generalization.

Continuum Fallacy

Logical

Arguing that because there is no sharp line between two states along a continuum, there is no real difference between them — or that any line drawn is arbitrary and therefore illegitimate.

Definist Fallacy (Persuasive Definition)

Logical

Winning an argument at the definition stage: defining a contested term so that the desired conclusion follows from the definition alone, or so that the opponent's position is excluded by stipulation rather than by evidence.

Etymological Fallacy

Logical

Arguing that a word's true or proper meaning is its original or root meaning, so that a claim about what the word “really” means is treated as settling a claim about the thing it names.

Anecdotal Fallacy

Logical

Using a personal story or an isolated case as evidence for a general claim, in place of — or in defiance of — systematic data about the population the claim concerns.

Misleading Vividness

Logical

Presenting a small number of dramatic, concrete, or emotionally charged cases so that they outweigh statistically stronger but duller evidence about how common or serious something actually is.

Proof by Assertion

Logical

Treating repetition of a claim — often with mounting confidence — as though it were evidence for it, so that the claim comes to feel established because it has been heard many times, not because anything was ever shown.

Galileo Gambit

Logical

Arguing that a claim is likely true because it is rejected or mocked by the establishment, on the ground that great innovators were also rejected — inferring vindication from opposition.

Appeal to Spite

Logical

Persuading someone to accept a claim or take an action by arousing their resentment toward a third party, so that the wish to see that party lose replaces any reason bearing on the claim itself.

Wishful Thinking

Logical

Accepting a claim because one wants it to be true, or rejecting it because one wants it to be false, with the desire doing the work that evidence should.

Two Wrongs Make a Right

Logical

Justifying a wrong action by pointing to a comparable wrong committed by someone else — usually the accuser or the victim — as if the earlier wrong licensed the later one.

Bulverism

Logical

Assuming without argument that an opponent is wrong, then explaining why they came to hold their view by reference to their psychology, class, upbringing, or interests — so that an explanation of the belief is passed off as a refutation of it.

Loki's Wager

Logical

Refusing to accept a conclusion, or to let a discussion proceed, on the ground that a key term cannot be defined with perfect precision — so that the impossibility of an exact boundary is used to deny that any judgment can be made.

Package-Deal Fallacy

Logical

Treating things that are only contingently bundled — positions, products, traits, or policies — as if they were logically inseparable, so that accepting one obliges you to accept the rest, or rejecting one discredits the rest.

Chewbacca Defense

Logical

Defeating an argument not by answering it but by burying it under irrelevant, confusing, or absurd material until the audience loses the thread and defaults to doubt — a pop-culture name for weaponized irrelevance.

Non Sequitur

Logical

An argument whose conclusion does not follow from its premises — the premises may be true and relevant-sounding, yet nothing in them supports the conclusion drawn. The genus of which most formal fallacies are species.

Denying the Antecedent

Logical

A formal fallacy: from “if P then Q” and “not P,” concluding “not Q” — treating a sufficient condition as if it were also necessary.

Affirming the Consequent

Logical

A formal fallacy: from “if P then Q” and “Q,” concluding “P” — treating the occurrence of a predicted consequence as proof of the hypothesis that predicted it, when other hypotheses predict the same thing.

Affirming a Disjunct

Logical

A formal fallacy: from “P or Q” and “P,” concluding “not Q” — treating an inclusive “or” (at least one) as if it were exclusive (exactly one), so that establishing one alternative is taken to rule out the other.

Quantifier Shift

Logical

A formal fallacy of scope: sliding from “for every X there is some Y” to “there is some Y for every X” — from “everyone has someone they trust” to “there is someone everyone trusts.”

Masked-Man Fallacy

Logical

A formal fallacy of substitution: concluding that two things are not identical because something is known or believed about one and not the other — “I know who my father is; I do not know who the masked man is; therefore the masked man is not my father.”

Appeal to Probability

Logical

Treating something as certain, or as having happened, because it is possible or has some probability — “it could happen, so it will,” or “it could have happened, so it did.”

Appeal to Accomplishment

Logical

Treating a person's achievements — or a critic's lack of them — as settling the truth of a claim: “she built a billion-dollar company, so her view on the pandemic is right,” or “you have never run anything, so you cannot criticize.”

Appeal to Ridicule

Logical

Presenting an opponent's position as absurd or laughable — through mockery, caricature, or a derisive restatement — so that the audience rejects it without the position ever being answered.

Style over Substance

Logical

Judging a claim by the manner of its delivery — confidence, fluency, polish, vocabulary, appearance, production values — rather than by its content, or presenting it so that the manner does the persuading.

Appeal to Novelty

Logical

Arguing that something is better, truer, or more reliable because it is new, modern, or the latest — the mirror image of the appeal to tradition, with the same missing premise.

Appeal to Wealth

Logical

Treating wealth as evidence of correctness — a rich person's claim is more credible, a well-funded position more likely true, an expensive product better — or treating poverty as evidence of the reverse.

Appeal to Poverty

Logical

Treating poverty, humble origins, or lack of resources as evidence that a person's claims are true or their character sound — the honest working man, the authentic voice of the street — or treating wealth as disqualifying.

Ambiguity Fallacy (Amphiboly and Equivocation)

Logical

Exploiting a word or sentence that can be read in more than one way — by equivocation (one word, two meanings), amphiboly (one sentence, two structures), or vagueness — so that a claim is true on one reading and persuasive on another.

Fallacy of Accent

Logical

Changing the meaning of a statement by changing which word or part is emphasized — through stress, italics, headline size, scare quotes, selective capitalization, or audio editing — so that a sentence that is true as written becomes misleading as delivered.

Circumstantial Ad Hominem

Logical

Dismissing a claim by pointing to the circumstances of the person making it — their job, funding, affiliations, or interests — as if a motive to say something were evidence that it is false.

Appeal to the Stone

Logical

Dismissing a claim as absurd or obviously false without offering any argument against it — the refusal to engage presented as a refutation.

False Attribution

Logical

Supporting a claim by citing a source that is fabricated, misidentified, unqualified, or misrepresented — a quotation the person never said, a study that does not exist or does not say that, an authority who is not one — so that the claim borrows credibility it has not earned.

Furtive Fallacy

Logical

Assuming that significant events must be the product of hidden, deliberate, and usually malign agency — that what matters is what was concealed — so that ordinary causes (error, accident, incentive, drift) are dismissed and a secret plan is inferred from the outcome.

Ludic Fallacy

Logical

Treating real-world uncertainty as if it were the well-defined, known-odds uncertainty of a casino game — modeling risk with tidy probability distributions and then trusting the model where the world does not follow its rules.

Relative vs. Absolute Risk

Logical

Reporting a change in risk as a ratio (“halves the risk”, “40 percent more likely”) without the base rates it is a ratio of, so that a tiny absolute change reads as large — or, run the other way, a large one reads as trivial.

Truncated Axis

Logical

Starting a bar chart's value axis above zero, or stretching or compressing a line chart's range, so that the visual size of a difference no longer matches its numerical size.

Cherry-Picked Time Window

Logical

Choosing the start and end points of a data series after looking at the data, so that the visible span shows the rise, fall or flat line the presenter wants and a longer or shifted window would contradict.

Denominator Neglect

Logical

Presenting a count or a numerator — “300 deaths”, “nine winning tickets” — without the total it comes out of, or choosing a ratio format because the audience will weigh the top number and ignore the bottom one.

Base-Rate Neglect

Logical

Presenting individuating information — a test result, a profile, a vivid description — without the prior frequency of the thing in question, so the audience judges by resemblance and ignores how rare or common it actually is.

Survivorship Bias

Logical

Presenting the cases that made it through a selection process — the funds still open, the firms still trading, the founders on stage — as if they were the whole population, when the failures that would change the answer have been removed from view.

Simpson's Paradox

Logical

A pattern that holds in every subgroup of the data reverses or vanishes when the subgroups are combined, so the same numbers support opposite conclusions depending on whether they are shown aggregated or broken down.

Berkson's Paradox

Logical

A spurious association between two traits created by studying only cases that passed a filter depending on either trait — hospital patients, admitted students, funded start-ups — so a pattern appears in the sample that does not exist in the population.

Regression-to-the-Mean Fallacy

Logical

Claiming credit for, or assigning blame to, an intervention because an extreme measurement moved back toward normal afterward, when part of the extreme was chance and the movement would have happened with no intervention at all.

P-Hacking

Logical

Trying many analytic choices — outcomes, subgroups, covariates, exclusions, stopping rules — and reporting the one that crossed the significance threshold as though it were the only test planned.

Misleading Averages

Logical

Reporting a single “average” — a mean, median or mode chosen for effect, or a mean of a skewed, lumpy or oddly weighted distribution — so that the number describes almost nobody while the audience assumes it describes the typical case.

Percentage of a Percentage

Logical

Describing a change in a rate that is itself a percentage either as a relative percentage change or in percentage points, whichever makes the movement sound larger or smaller — “a 25 percent jump” or “one point” for the same move from 4 to 5 percent.

Small-Sample Hype

Logical

Presenting a result from a handful of cases — a pilot study, a poll subgroup, a survey of a few dozen — with the confidence appropriate to a large one, relying on the audience's intuition that small samples resemble the populations they come from.

Confounding Variable Omission

Logical

Presenting a correlation as evidence that one thing causes another while leaving out a third factor that drives both, so the audience accepts a causal story the data cannot support.

Ecological Fallacy

Logical

Inferring what is true of individuals from statistics about the groups or places they belong to — a state, a county, a neighborhood — when the individual-level relationship can be weaker, absent or reversed.

McNamara Fallacy

Logical

Treating what can be easily measured as what matters and what cannot be measured as unimportant or nonexistent, so that a favorable number is presented as proof of success while the unmeasured reality goes the other way.

Gambler's Fallacy

Logical

Treating independent random events as if they were self-correcting — a number that has not come up is “due”, a streak must end — and selling, betting or arguing on the strength of that expectation.

Conjunction Fallacy

Logical

Adding specific, plausible details to a claim so that the more detailed version feels more probable than the simpler claim it contains, when every added detail can only make it less likely.

False Precision

Logical

Reporting a figure to more digits than the method could justify — a death toll to the last person, a share of jobs to the percentage point, a phone “at” a ballot box — so that specificity is read as accuracy and the uncertainty disappears.

Per Capita vs. Total

Logical

Choosing between a raw total and a rate per person — or per mile, per dose, per unit of output — according to which ranking makes the point, when the two orderings differ because the populations differ.

Dual-Axis Chart

Logical

Plotting two series against two separately scaled vertical axes on one chart, so that by choosing the scales the designer can make the lines cross, converge, track each other or diverge wherever the argument needs them to.

Cumulative Graph Trick

Logical

Plotting a running total instead of the per-period figure, so that the line can only rise and a slowdown, a decline or a collapse in the underlying rate appears as a still-climbing curve.

Pictogram Scaling

Logical

Representing quantities with pictures — moneybags, barrels, people — scaled by height, so that doubling the number produces a picture four times the area and, in perspective, eight times the volume, which is what the eye reads.

Selective Baseline

Logical

Choosing the reference point against which a change is measured — the comparison year, the index date, the “before” of a before-and-after — after seeing which one makes the change look largest, smallest or reversed.

Misleading Map

Logical

Using the geography of a map — area, projection, color breaks, raw counts by region — to imply a distribution of people, votes or risk that the land does not carry, so that empty space reads as a majority and dense space disappears.

Large-Number Innumeracy

Logical

Presenting a million, a billion or a trillion — or any figure beyond everyday experience — without a scale, a per-person figure or a comparison, so the audience reacts to the word rather than the size and can be steered to read it as enormous or as trivial.

Extrapolation Fallacy

Logical

Extending a trend beyond the range of the data as if the process behind it had no limits, and presenting the extended line as a forecast — “at this rate” — when nothing in the data says the rate will hold.

Prosecutor's Fallacy

Logical

Presenting the probability of the evidence given innocence — “only one person in a million would match” — as if it were the probability of innocence given the evidence, so that a rare coincidence is heard as near-certain guilt.

Defense Attorney's Fallacy

Logical

Arguing that because many people share an incriminating characteristic — “a million people match, so the odds he did it are one in a million” — the evidence is worthless, ignoring that it narrowed the field enormously and that other evidence combines with it.

Mortality vs. Survival Framing

Logical

Describing the same outcome as a survival rate or a mortality rate — “90 percent survive” or “1 in 10 die” — and, in screening claims, quoting five-year survival, which rises with earlier detection even when no one lives a day longer.

Number Needed to Treat Omission

Logical

Advertising or reporting a treatment's benefit in a form — a relative reduction, a “36 percent” — from which the audience cannot recover how many people must be treated for one to benefit, and leaving out the matching number for harm.

Contrast Effect

Psychological

A judgment about one thing shifts depending on what was presented just before or beside it: the same price, person, or offer looks better after something worse and worse after something better.

Unit Bias

Psychological

People treat whatever is presented as a single unit — one plate, one bottle, one bundle, one “serving” — as the appropriate amount to consume or accept, regardless of its actual size.

Von Restorff Effect

Psychological

An item that differs from its surroundings — in colour, size, category, or format — is remembered far better than items that blend in, and the isolated item also pulls attention and memory away from its neighbours.

Misinformation Effect

Psychological

Information encountered after an event — a leading question, a co-witness's account, a news report — becomes incorporated into memory of the event itself, so that people sincerely remember details they never saw.

Source Confusion

Psychological

Memory for a claim outlasts memory for where the claim came from, so information from an unreliable, biased, or explicitly discredited source is later recalled as simply something one knows.

Sleeper Effect

Psychological

A persuasive message from a low-credibility source, or one accompanied by a discounting cue, can become more persuasive over time as the cue is forgotten faster than the message.

Illusion of Explanatory Depth

Psychological

People believe they understand how things work — zippers, toilets, tariffs, sanctions — far better than they do, and the illusion collapses only when they are asked to produce the actual mechanism step by step.

Overconfidence Effect

Psychological

People's subjective confidence in their judgments systematically exceeds their accuracy, and audiences reward displayed confidence as if it were evidence of competence.

Choice-Supportive Bias

Psychological

After making a choice, people remember the option they picked as having had more good features, and the option they rejected as having had more bad ones, than either actually had — memory is rewritten to flatter the decision.

Social Desirability Bias

Psychological

People answer questions and make public choices in the way that will be approved of rather than the way that is true — over-reporting virtue and under-reporting vice — and anyone who controls the question or the audience can steer the answer.

Outgroup Homogeneity

Psychological

Members of groups one does not belong to are perceived as more alike — in opinions, traits and appearance — than members of one's own group, so a single outgroup member is readily taken as typical of all of them.

Stereotype Activation

Psychological

A cue — a name, a face, a word, a neighbourhood, an accent — brings a group stereotype to mind automatically, and the activated stereotype shapes judgment of the individual or the issue unless the perceiver has the motive, time and awareness to override it.

Mortality Salience

Psychological

Reminders of death are placed near a request — for a vote, a donation, a purchase, a conversion — on the theory that people who have just been reminded of their mortality cling harder to their worldview, punish outsiders, and favour strong leaders and the familiar.

Ego Depletion

Psychological

The claim that self-control draws on a single limited resource that runs down with use, so that people who have already resisted, decided or concentrated will give in more easily — and the widespread persuasion practice of wearing people down that rests on it.

Automation Bias

Psychological

People over-trust the output of automated systems — following a machine's recommendation against contrary evidence and failing to catch what the machine missed — and persuaders borrow that trust by wrapping human claims in the language of computation.

Ambiguity Effect

Psychological

Given a choice, people avoid options whose probabilities are unknown in favour of options whose probabilities are known, even at a cost in expected value — so whoever can make a rival option feel unknowable, or their own feel measured, wins by default.

Information Bias

Psychological

People seek and value information even when no possible result could change what they will do — and persuaders use the appetite either to delay action (“more research is needed”) or to manufacture a feeling of diligence around a decision the information cannot inform.

Salience Bias

Psychological

Whatever captures attention — the vivid case, the person in the light, the number in bold — is judged more causal, more common and more important than what does not, so control of what stands out is control of what the audience weighs.

Distinction Bias

Psychological

Options evaluated side by side reveal differences that are invisible when each is experienced alone, so people choose the option that wins the comparison rather than the one they would be happier living with.

Extrinsic Incentives Bias

Psychological

People believe that others are motivated mainly by money and external rewards while attributing their own motivation to interest, meaning and pride — a folk model that makes cynical explanations feel true and incentive schemes feel sufficient.

Illusory Superiority

Psychological

Most people rate themselves above average on desirable, vaguely defined traits — driving, honesty, judgment, resistance to persuasion — and persuaders flatter that self-view to lower the guard an average person would keep.

Third-Person Effect

Psychological

People believe that persuasive messages influence other people more than themselves, and act on that belief — supporting restrictions for others, lowering their own guard, and changing behaviour in anticipation of how others will be swayed.

Hostile Media Effect

Psychological

Committed partisans on opposite sides perceive the same balanced coverage as biased against their own side, and the perception is exploited to discredit reporting in advance, raise money, and move audiences into sources that never feel hostile.

Backfire Effect

Psychological

The claim that correcting a false belief makes believers hold it more strongly — a finding that largely failed to replicate, and whose persistence as a myth is now used to argue that correction is futile or insulting.

Forewarning Effect

Psychological

Warning people that a persuasive attempt is coming makes them resist it, because they counter-argue in advance — so honest persuaders disclose, manipulators hide their intent, and some forewarn audiences against the truth itself.

Choice Blindness

Psychological

People often fail to notice when the outcome of a choice they just made is switched for something else, and then confidently explain reasons for the choice they did not make — showing that the account of a preference is constructed after the fact.

Confabulation

Psychological

People have little direct access to the causes of their own judgments and behaviour, and fill the gap with plausible, sincere and often wrong explanations — so the reasons a persuaded person gives are poor evidence of what persuaded them.

Bizarreness Effect

Psychological

Strange, schema-violating material is remembered better than ordinary material when the two are mixed, so the most bizarre element of a message is what survives — whether or not it was the point, and whether or not it was true.

Picture Superiority Effect

Psychological

Pictures are remembered far better than the same content presented as words, so the image attached to a message outlasts its text — including the caveats, the numbers and the question of whether the image was evidence of anything.

Generation Effect

Psychological

Information a person produces for themselves is remembered better, and believed more, than the same information handed to them — so the most durable persuasion gets the target to supply the argument.

Processing Fluency

Psychological

The ease with which information is processed is read as a signal about the information itself: what is easy to read, hear or pronounce feels truer, safer, more familiar and more likeable than the same content made hard.

Rhyme-as-Reason Effect

Psychological

A statement that rhymes is judged more accurate than the same statement reworded without the rhyme, because the ease and pleasure of the form are mistaken for the soundness of the content.

False Bot Accusation

Digital

Dismissing real critics, supporters, or whole movements as bots, paid trolls, or foreign agents so that their arguments never have to be answered.

The Bot-or-Not Fallacy

Digital

The analyst error of treating high activity, an odd handle, a default avatar, imperfect English, or simple disagreement as proof that an account is automated or fake.

Premature Attribution

Digital

The analyst error of naming the actor behind an operation on the strength of content, language quirks, timing, or who benefits, before there is evidence that could actually distinguish one actor from another.

Dashboard Overreach

Digital

Presenting a public monitoring dashboard as if it tracked a state actor's operatives in real time when the underlying account list is undisclosed, unverified, or defined far more loosely than the headline implies.

Attribution Laundering

Digital

An unsupported or heavily hedged claim about who is behind something gains apparent solidity by being repeated up a chain of outlets, each citing the last, until the original caveats and the original thin evidence are out of sight.

Online False-Flag Operation

Digital

Running an intrusion or influence campaign so that the evidence points to a third party — planting another actor's language, tools, personas, or infrastructure in order to be misattributed.

Attribution as Deflection

Political

Responding to a leak, exposé, or criticism solely by naming a hostile source behind it, so that the question of whether the material is true is never addressed.

Foreign Interference Inflation

Political

Overstating the reach, sophistication, or effect of a real or alleged foreign influence operation in order to gain domestic advantage — delegitimizing an opponent, a result, or a protest, or justifying new powers.

Perception Hacking

Digital

An operation whose real objective is to be noticed and believed powerful, so that the public concludes elections, media, or online discourse are compromised, whether or not the operation itself achieved anything.

Hack-and-Leak

Political

Stealing genuine private material and releasing it through deniable channels, timed and selected for political effect, so that true documents do the work of an influence operation while the sponsor stays hidden.

Cutout Personas

Digital

Invented intermediaries — a lone hacker, a hacktivist collective, a leak site, a concerned insider — that stand between a sponsor and the public so that material can be released or claims made with a false, deniable origin story.

Influence Operations for Hire

Digital

Marketing, PR, and so-called dark PR firms that run fake-account networks and front media for paying clients, which hides the true sponsor behind a commercial contract and makes attribution to any state or party much harder.

Synthetic Personas at Scale

Digital

The use of generative models to produce the names, biographies, posting histories, and voices of fake accounts in bulk, so that one operator can present as a crowd of distinct, fluent individuals.

LLM Comment Flooding

Digital

Filling reply threads, review sections, legislators' inboxes, or regulatory comment dockets with machine-written messages that each look individually composed, so that volume is mistaken for public sentiment.

AI-Generated News Sites

Digital

Websites dressed as news outlets whose articles are produced mostly or entirely by generative models with little or no human oversight, built to harvest advertising revenue or to launder narratives under a newsroom-like name.

The Liar's Dividend

Digital

Dismissing authentic evidence as fabricated by pointing to the existence of deepfakes and AI tools. The more the public knows that convincing fakes are possible, the more plausible the denial of something real becomes.

Cheapfakes (Low-Tech Media Manipulation)

Digital

Deceptive audiovisual material made with ordinary tools (slowing, speeding, cropping, splicing, or simply recaptioning real footage) rather than with machine learning. Attention goes to deepfakes; most of the damage is done by these.

AI-Translated Localization

Digital

Using machine translation and language models to run one covert campaign in many languages at once, with copy fluent enough to pass as locally written, while hiding that it originates elsewhere.

Synthetic Profile Photos

Digital

Giving fake accounts AI-generated faces of people who do not exist, so that a reverse image search finds no stolen original and the persona appears to be a unique, real individual.

AI-Personalized Persuasion

Digital

Using a language model to compose or conduct persuasion adapted to an individual: their stated reasons, their demographics, or the live course of a conversation.

Chatbot Sycophancy and Companion Influence

Digital

The exploitation of two properties of conversational AI: its trained tendency to agree with and flatter the user, and the emotional reliance people form on companion chatbots. Together they create a channel through which engagement, spending, or beliefs can be steered.

Synthetic Nonconsensual Imagery as Intimidation

Digital

Creating or circulating sexually explicit fabricated images of a real person without consent in order to humiliate, silence, extort, or drive them out of public or private life.

AI Robocall Impersonation

Digital

Automated phone calls that use a cloned or synthetic voice of a trusted public figure, often with a spoofed caller ID, to deliver false instructions to many people at once.

Detector Overtrust

Digital

Treating the output of an AI-content detector as proof that a text or image is or is not machine-made, whether to accuse a person, to clear a fake, or to discredit authentic material.

Provenance Theater

Digital

Invoking watermarks, content credentials, or AI labels as if they settled authenticity, when these signals only mean something if they are present, intact, and checked. The absence of a label proves nothing, and a label can be misapplied.

LLM Grooming and Data-Poisoning Narratives

Digital

Publishing large volumes of low-quality or false web content with the aim, or the effect, of shaping what search engines and AI chatbots later repeat, together with the wider and often overstated claim that synthetic text is degrading the models themselves.