1- Thinking and Intelligence Flashcards
implications of intelligence
- captures many other concepts
- may or may not require an agent with consciousness, perception, metacogntiion, self-recognition, understanding, language, etc.
- most definitions have an aspect of solving problems, especially relevant problems to the organism
- some definitions care about abstraction from reality
- explains how we get things like book smarts versus street smarts
- intelligence is not a singular thing in objective reality, but rather a human definition of some aspects of our cognition
how do we operationalize intelligence
through intelligence tests!!
intelligence tests
IQ: Intelligence quotient, score earned on a test. tried to capture Spearman’s g factor
Galton dabbled in tests
Binet made it more reliable (and very verbal)
Terman standardized and found the bell curve
Wechsler captured more aspects of intelligence in his test, which is still used today (WAIS-IV, etc.)
Gardner’s theory of multiple intelligences
- kinesthetic
- interpersonal
- logical-mathematical
- linguistic
- intrapersonal
- spatial
- musical
KILL-ISM
led to “learning styles in education! but…
lack of empirical support and not easily falsifiable
learning styles discredited by evidence
sternberg’s theory of triarchic intelligence
analytic, creative, practical
argues that g only captures analytic intelligence
many argue against that idea!!
not based on empirical evidence – ability to analyze is just as important in practical as in the books!!
Cattell-Horn-Carroll theory
carved up intelligence by its component cognitive capacities, especially those that are thought to be measured in the IQ tests: working memory, executive function, etc.
FLUID (Gf) vs CRYSTALLIZED (Gc) intelligence (vs many more)
○ General level – general intelligence
○ Broad abilities – geneal abilities
§ Fluid reasoning
§ Short-term memory
§ Processing speed
○ Narrow level – specific forms of cognitive abilities
- used FACTOR ANALYSIS to create categories!!
- has predictive validity
- lines up with other info in the world
- crystalized intelligence continues
- fluid peaks around the 20s
fluid intelligence
- problem solving
- reasonign
- walking through something with many steps
- working through something in your head
- Ability to see complex relaitonships
crystalized intelligence
- long-term memory
- accumulating knowledge about the world in general
- Acquired knowledge
- Abiility to retrieve knowlegde
connection of intelligence and the brain?
*intelligence correlates positively with:
- total brain volume
- gray matter volume, especially in the frontal/parietal lobes
- cortical (outer part of the brain) thickness
- cortical growth (through childhood)
- white matter volume
- LESS brain activity during tasks (neural efficiency hypothesis)
- activity/connections between frontal and parietal lobes (parieto-frontal integration theory)
neural efficiency hypothesis
the more efficient the brain is at intercommunication, the less it needs to work
parieto-frontal integration theory
the ability of communication is important!!
proposes that large scale brain networks connect brain regions, including regions within frontal, parietal, temporal, and cingulate cortices, underlie the biological basis of human intelligence
why is intelligence testing important?
- Identify kids who need extra help and attention
- to satisfy Government and private institutions (for insurance purpose, for example)
- to predict Success in academic settings
- but GPA is actually better of university score than a standardized test
- to predict “Future life success”
- don’t forget the predictive validity of self-control!
- intelligence tests correlate with salary and occupational level
- to predict job performance
- to understand differences between age, gender, ethnicity?
- these are fraught and often fail to recognize that nature and nurture can’t be studied independently
what predicts IQ scores?
EDUCATION!
- ~1-5 IQ points per year of education
- probably big contributor to the flynn effect
- adds to crystalized intelligence
AGE!
- increases to age 20, but some aspects diminish after that
GENETICS
- yes, but not so much on a single gene level…
- requires the right environment for optimal expression
MOTIVATION
MYOPIA?!?!?!?!??!?!?!?!?!?!?!?!?
- nearsightedness
My
Moms
Gonna
Answer
Elephant
flynn effect
with every generation, performance on IQ tests go up
like 15 points per generation
possible explanations for the flynn effect
- Better nutrition
- Getting better at taking tests
○ We have been tested and assessed more than any other generation lmao - More access to abstract education and stuff
- Different parenting styles
○ Flynn effect is especially big in North America
- Getting better at taking tests
How did Newell and Simon frame Problem solving?
portrayed problem solving as searching
you are moving through this problem space to get to a goal
- initial state – where you are rn
- goal state – where you wanna get to
- sets of operators – types of actions that you can perform
- path constrictions – other things we need to think about
algorithm
methodical logical rule/procedure that guarantees a solution
issue: more taxing in a way that a human wouldn’t do
the amount of time it’ll take is forever
the trouble with Newell and Simon problem as search
so much of what we do is work with INCOMPLETE INFORMATION
obstacles to algorithms?
COMBINATORIAL EXPLOSION!!
rapid growth of the complexity of a problem
think of all the possible moves in chess and all the possible outcomes
heuristics
rule of thumb
simple convenient
more flexibility, usually lead to a correct solution
tradeoff: sometimes you get the wrong answer
often criticized for being prone to biases… but in reality, truly algorithmic decision making rarely happens
affect heuristic
gut check, emotion
anchoring heuristic
start with an initial value, modify other values from there
authority heuristic
____ said it, so it true
availability heuristic
how much of it can you call to your mind? what comes to mind quickly is deemed significant
effort heuristic
not judging on the item itself, but the time and effort
familiarity heuristic
we like familiar stuff
fluency heuristic
the more gracefully we can do something, the more we’ll like it
less effort we need the more we’ll like it