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?
what can’t AI do well?
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
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
Alfred Binet
The Simon-Binet Test
The Stanford-Binet Test