Glossary
- ad hominem attack
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a logical fallacy where someone attacks the speaker rather than the argument, as a means of invalidating the argument
- appeal to authority
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when someone claims a belief must be true solely because an authority figure said so, without critically examining whether the authority is relevant or reliable
- argument
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in the context of logic, the claim that's being made, including how that claim is backed up
- artificial intelligence
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computer systems that are built to perform tasks that typically require human intelligence
- belief
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something we hold to be true regardless of evidence and reasoning
- better-than-average effect
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the tendency to overestimate our ability relative to other people
- burden of proof
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the idea that it's the responsibility of the person making a claim to provide evidence for it
- burden shifting
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improperly shifting the burden of proof to distract from a lack of evidence for a claim
- cognitive bias
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the systematic ways our minds can lead us to misjudge, misunderstand, or ignore information
- confirmation bias
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the tendency to look for, notice, and believe information that supports what you already think, while ignoring or dismissing information that challenges your beliefs
- conjunction fallacy
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a cognitive bias where people incorrectly assume that a specific combination of events is more likely than one of the individual events within that combination
- correlation
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any statistical relationship, whether causal or not, between two random variables
- correlation-causation error
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when we incorrectly assume that because there is a correlation between two things, one must be causing the other
- critical thinking
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the practice of carefully analyzing information, beliefs, and arguments in order to make well-reasoned decisions, form justified beliefs, and avoid being misled
- cynicism
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the belief that people’s motives are always selfish, dishonest, or corrupt, and that nothing is really trustworthy or worth believing
- deception
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when content obscures its origin, distorts meaning, or misrepresents reality, often to exploit cognitive biases or provoke emotional responses
- epistemology
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the study of how we know what we know
- evidence
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information offered to support or refute a belief; strong evidence can be observed, measured, independently verified, and cannot be accounted for by other explanations
- extremism
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a rigid and inflexible commitment to an idea, characterized by a complete unwillingness to even engage with evidence
- factual relativism
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the assertion that all ideas are inherently equal and valid, regardless of their content or the evidence to support them
- false dilemma
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when someone frames a situation as having only a very limited set of choices -- usually two -- when more actually exist; (also called a false dichotomy)
- false equivalence
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a logical fallacy where someone is inaccurately equating two things as being equal
- falsifiable
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able to be potentially proven wrong through observation and experimentation
- gambler's fallacy
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the mistaken belief that past random events can influence future outcomes in independent events
- general AI
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replicating flexible, adaptive human intelligence in a single AI system
- group identity
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how you view yourself in the context of a group you feel you belong to
- halo effect
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a cognitive bias where we assume that because someone is good, smart, or credible in one domain, they must be equally trustworthy in others
- hasty generalization
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when someone draws a conclusion about a group, trend, or idea based on a small or unrepresentative sample
- heuristics
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mental shortcuts our brains use to quickly make decisions
- Illusory Truth Effect
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the tendency to believe something is true simply because we've had repeated exposure to it
- inevitability language
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the use of words and phrases that suggest something is certain and unavoidable
- intuition
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the immediate sense that something is true or accurate without consciously thinking through reasons or evidence
- knowledge
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something we hold to be true that's supported by verifiable evidence and reasoning; justified belief
- Large Language Model
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a type of AI that has been trained on a vast amount of data so that what it generates is much more complex
- logic
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the set of rules and principles we use to determine whether a conclusion correctly follows from the information or assumptions of an argument
- logical fallacy
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an error in reasoning that undermines the logic of an argument
- loss aversion
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our tendency to feel the pain of a loss more intensely than the pleasure of an equivalent gain
- media
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any channel or method of communication
- media literacy
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the ability to access, understand, analyze, evaluate, and create media in a critical and informed way
- metacognition
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the awareness and understanding of one's own thought processes
- misinformation
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false, inaccurate, or misleading information
- moral panic
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a disproportionate reaction to a perceived social problem, where the fear is often greater than the actual threat
- motivated reasoning
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the tendency for people to process information in a way that reaches a conclusion they want to be true
- narrow AI
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smaller AI systems designed to perform a very limited and specific set of tasks
- objective
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something about the world that can be observed and tested independent of personal feelings
- personal identity
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how you view yourself as an individual
- positive claim
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an assertion that something exists, is true, or has occurred
- principle of charity
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assuming the most reasonable and rational interpretation of someone's statement or argument, even if it's flawed, before criticizing it
- reasoning
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the process by which we analyze and evaluate evidence and arguments
- red herring
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a logical fallacy where something irrelevant is introduced to distract from the actual argument
- rhetorical strategy
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any deliberate technique a speaker or writer uses to persuade, influence, or shape how an audience thinks or feels about an issue
- scraping
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the process by which AI extracts large amount of data from online sources
- selective attention
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selecting and focusing on particular stimuli while simultaneously suppressing irrelevant or distracting information
- slippery slope argument
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when someone asserts that accepting one idea or policy will unavoidably lead to a series of negative outcomes, without showing clear evidence for how or why those outcomes would actually follow
- status quo bias
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when faced with a decision involving change, we tend to choose the option that keeps things as they are, even if there may be benefits to alternatives
- straw man argument
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a logical fallacy where someone attacks a distorted, exaggerated, or oversimplified version of the argument that is actually being made
- subjective
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based on personal feeling and preference; cannot be "true" or "false"
- whataboutism
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a type of red herring, where someone deflects criticism or scrutiny by pointing to someone else’s wrongdoing