Intelligence Flashcards
intelligence definition
Isn’t about memorization, but rather the ability to generalize memories, flexibly use knowledge (concepts) to solve new problems (problem-solving)
reasoning and intelligence
Intelligence relates to efficient & appropriate reasoning (ex. learning from experience)
variance of intelligence
It varies across individuals
IQ tests
have been designed to measure general intelligence differences, but other factors underlie differences on these tests aside from intelligence
Chat GPT
solves ambiguous decision-making and reasoning tasks similarly to humans
Chat GPT and Linda the feminist bank teller problem
It committed the conjunction fallacy, suggesting that it can reason beyond algorithms
what can AI do well?
- Automated tasks
- Routine tasks
- Create content
what can’t AI do well?
- Editing: the content it creates contains a lot of repetition
- Write accurate news articles (provides fake news)
- Cannot provide opinions or advice
- Can’t create original puzzles
psychometrics
the study of psychological assessment
standardization
test scores are compared to pre-tested standardization or norm group
normal distribution/ curve
a symmetrical bell-shaped curve that describes test score distribution
mean & standard deviation of IQ scores
- Mean= 100
- SD= 15
- Within two standard deviations of the mean, IQ scores are between 70 and 130
reliability
there is consistency across instances of testing
test-retest reliability
the similarity of scores across tests
test-retest reliability of IQ scores
IQ scores have high test-retest reliability
evidence for high test-retest reliability of IQ scores
score at age 6 correlates with scores at age 18
validity
the test is measuring what it is intended to measure
predictive validity of IQ scores
they predict performance on something requiring intelligence
IQ scores and job performance
Correlations of .5 with job performance
who is the start of IQ testing attributed to?
Francis Galton
Francis Galton’s intelligence testing
- Founded the eugenics movement
- Racially-motivated view of how to improve society
- A dark start to intelligence testing
Alfred Binet
- Developed a test in response to a request from the French government
- Identified children that needed special education in school
- Binet viewed intelligence as important for practical life, adapting to circumstances judging and reasoning well
- Binet thought his test only measured academic output, not intelligence
The Simon-Binet Test
- 30 questions of increasing difficulty
- a child’s mental age was calculated by comparing the score/ 30 to the score of a group of children of the same chronological age (standardization)
The Stanford-Binet Test
- Based on the Simon-Binet test
- IQ ratio scores: (Mental Age (MA) / Chronological Age (CA)) * 100
interpretations of Stanford-Binet IQ ratio scores
- If MA > CA, the ability is above the average of peers (gifted)
- If MA < CA, the ability is below the average of peers (delayed)
Wechsler Tests
- Separate intelligence scales for children and adults and separate scales to measure different types of intelligence (verbal and performance component)
- Used 14 different tests to compute the total IQ score
criticism of Wechsler Tests
the verbal scale is culturally biased
Raven’s Progressive Matrices
- Measures intelligence without the influence of language ability
- Shown patterns with a missing section and asked to determine the missing piece from a set of options
advantage of Raven’s Progressive Matrices
relatively free from linguistic influences and thus free from cultural biases