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
Open details
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
Open details
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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