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Cognitive Bias Catalog

Curated ontology of established cognitive biases for narrative and manipulation analysis.

Ambiguity aversion

Curated Category: risk-perception

Preferring known risks over uncertain alternatives regardless of expected value.

Example domains: finance, policy, technology-adoption
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Anchoring bias

Curated Category: judgment-heuristics

Early numbers or frames become a reference anchor for later judgments.

Example domains: markets, pricing, policy-targets, forecasts
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Appeal to fear

Curated Category: emotional-pressure

Using threat-heavy messaging to drive acceptance of a conclusion.

Example domains: security, health, finance, technology
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Authority bias

Curated Category: social-influence

Claims are accepted primarily because they come from an authority figure.

Example domains: policy, health, technology, corporate-communication
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Availability heuristic

Curated Category: judgment-heuristics

Easily recalled examples are treated as representative frequency or probability.

Example domains: crime, health, consumer-risk, platform-safety
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Bandwagon effect

Curated Category: social-influence

A claim is treated as true or desirable because many people support it.

Example domains: social-media, consumer-choice, policy-campaigns
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Base rate neglect

Curated Category: probability-judgment

General prevalence is ignored when interpreting specific cases.

Example domains: health, risk-communication, public-safety
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Cherry picking

Curated Category: evidence-selection

Selecting favorable evidence while omitting relevant counterexamples.

Example domains: economics, health, technology, regulation
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Confirmation bias

Curated Category: evidence-selection

Preferring information that confirms an existing belief while discounting conflicting evidence.

Example domains: politics, finance, technology, health
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Emotional reasoning

Curated Category: emotional-inference

Emotional intensity is treated as evidence of factual validity.

Example domains: opinion, campaigns, social-media, culture
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False dilemma

Curated Category: decision-framing

Presenting a complex issue as if only two options exist.

Example domains: politics, corporate-communication, public-policy
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Framing effect

Curated Category: interpretation

The same facts are presented in a wording frame that steers interpretation.

Example domains: policy, business, science, culture
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Fundamental attribution error

Curated Category: causal-reasoning

Over-attributing behavior to personal traits while underweighting situational factors.

Example domains: public-disputes, corporate-conflict, policy-debate
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Halo effect

Curated Category: social-judgment

One favorable or unfavorable trait spills into unrelated evaluations.

Example domains: corporate-communications, politics, product-trust
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Hindsight bias

Curated Category: retrospective-judgment

Past outcomes are presented as if they were obvious in advance.

Example domains: markets, policy, technology-forecasting
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Illusion of control

Curated Category: judgment-heuristics

Overestimating how much uncertain outcomes can be controlled.

Example domains: technology, markets, policy
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In-group bias

Curated Category: social-identity

Favorable judgments are applied to in-group actors versus out-group actors.

Example domains: public-discourse, geopolitics, corporate-conflict
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In-group consensus bias

Curated Category: social-identity

Overestimating agreement inside one group and treating it as broad consensus.

Example domains: social-media, public-debate, corporate-communications
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Loss aversion

Curated Category: decision-framing

Potential losses are weighted more heavily than equivalent gains.

Example domains: finance, policy, health, security
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Motivated reasoning

Curated Category: reasoning-direction

Reasoning is steered by desired conclusions rather than neutral evidence weighting.

Example domains: politics, regulation, public-disputes, science-debate
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Narrative fallacy

Curated Category: reasoning-direction

Building overly coherent stories from fragmented evidence.

Example domains: journalism, policy-debate, corporate-commentary
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Negativity bias

Curated Category: affect-weighting

Negative information receives disproportionate weight in interpretation.

Example domains: security, finance, public-policy, health
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Normalcy bias

Curated Category: risk-perception

Assuming disruptive change is unlikely because current conditions feel normal.

Example domains: policy, risk-management, infrastructure
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Omission bias

Curated Category: decision-framing

Harm caused by inaction is judged as less severe than similar harm caused by action.

Example domains: policy, health, regulation
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Optimism bias

Curated Category: affect-weighting

Positive outcomes are overestimated and risks are underestimated.

Example domains: technology, investing, corporate-guidance
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Out-group homogeneity bias

Curated Category: social-identity

Out-group members are seen as more similar and less diverse than they are.

Example domains: politics, international-relations, social-conflict
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Outcome bias

Curated Category: evaluation

Judging decision quality by outcome rather than information available at decision time.

Example domains: investing, policy-evaluation, management
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Overconfidence bias

Curated Category: confidence-calibration

Confidence in claims exceeds evidentiary support.

Example domains: forecasting, technology, policy, finance
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Planning fallacy

Curated Category: forecasting

Underestimating time, cost, and complexity despite known precedents.

Example domains: technology, infrastructure, corporate-planning
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Proportionality bias

Curated Category: causal-attribution

Assuming major events must always have major intentional causes.

Example domains: geopolitics, markets, public-disputes
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Reactance bias

Curated Category: decision-framing

Rejecting guidance because it is perceived as limiting autonomy.

Example domains: regulation, health-policy, technology-governance
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Recency bias

Curated Category: time-judgment

Recent events are overweighted versus longer historical patterns.

Example domains: markets, policy, technology-trends
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Status quo bias

Curated Category: decision-framing

Preferring existing arrangements over alternatives without balanced evaluation.

Example domains: regulation, corporate-policy, public-administration
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Sunk cost fallacy

Curated Category: decision-framing

Past investment is used to justify continuation despite weak future value.

Example domains: business, public-policy, technology-programs
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Survivorship bias

Curated Category: sample-selection

Conclusions are drawn from visible successes while failures are ignored.

Example domains: startups, investing, career-advice, technology
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Urgency bias

Curated Category: decision-framing

Immediate action is favored due to urgency cues even when evidence is incomplete.

Example domains: policy, security, public-health, markets
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