Intelligence Flashcards
intelligence
- the ability to generalize memories, flexibly use knowledge to solve new problems
- less about stockpiling information, but creativity and imagination
- efficient and appropriate reasoning (learning from past experience, adapting to the environment to act with purpose)
ChatGPT and the conjunction fallacy
giving it the Linda problem = it makes the conjunction fallacy, so it uses heuristics like humans (beyond rules and algorithms)
but this is a famous problem which it could’ve encountered in training
What can AI do/not do?
can do: automated tasks, routine activities, create content
cannot: edit (repetition), write accurate news articles, provide opinions/advice, create original puzzles
psychometrics and standardization
the study of psychological assessment - standardization comes from psychometrics (scores are calculated by comparing them to previous scores and are normally distributed)
IQ test scores
mean of 100, SD of 15 (95% of scores between 2SDs - 70-130)
reliability
consistency in scores from one test to another (test-retest reliability), same person takes in twice = they should get similar scores
validity and predictive validity
test is measuring what it is intended to measure
predictive: tests predict something that is considered intelligent behaviour (IQ score should correlate with academic/job performance
Francis Galton
start of intelligence testing looking at reaction time to stimuli to assess intelligence, but was eugenics-motivated
Alfred Binet
test designed to identify children having learning difficulties (not assessing intelligence, only academic output)
he thought intelligence couldn’t be measured because it was about practical life
Simon-Binet test
30 questions of increasing difficulty, not designed to test intelligence, gave an outcome of mental age compared to other students
Stanford-Binet test
based off Simon-Binet, viewed intelligence as the ability to grasp the significance of concepts, goes up to adulthood (more difficult questions)
gave an intelligence quotient (IQ) ratio = (mental age (test) / chronological age) x 100 (if both are equal = 100, mental > chronological, then you’re gifted, mental < chronological, you’re delayed)
Wechsler tests
separates scales for children and adults AND separate scales to measure different types of intelligence
Wechsler test scales
Wechsler intelligence scale for children (WISC)
Weschler adult intelligence scale (WAIS)
Full-scale IQ (FSIQ)
Verbal IQ (VIQ) - abstract thinking, association
Performance IQ (PIQ) - nonverbal, picture completion, what is missing
culturally biased (language ability affects your score)
Raven’s progressive matrices
measuring IQ without language ability, not culturally biased
pattern completion using shapes most cultures are familiar with
working memory theory of intelligence
capacity of WM shares half its variance with other measures of intelligence (highly correlated)
WM predicts intelligent behaviour (academic performance), reasoning, adaptability (social distancing)