The way human IQ testing developed is that researchers noticed people who excel in one cognitive task tend to do well in others - the “positive manifold.” They then hypothesized a general factor, “g,” to explain this pattern. Early tests (e.g., Binet–Simon; later Stanford–Binet and Wechsler) sampled a wide range of tasks, and researchers used correlations and factor analysis to extract the common component, then norm…
IQ tests results for AI
191–200 of 359 posts
Re: IQ tests results for AI
#192Earlier quoted context omitted.
Your first link (Wikipedia) directly contradicts your examples: > Although IQ differences between individuals have been shown to have a large hereditary component, it does not follow that disparities in IQ between groups have a genetic basis[18][19][20][21]. The scientific consensus is that genetics does not explain average differences in IQ test performance between racial groups.[22][23][24][25][26][27].
Specifically, as well stated by [23] there is no such thing as “race.” The premise of racial group differences is not possible; we can’t have racial differences if race is not real. Sadly, a lot of people very much believe in race, especially the ones that shouldn’t!
Re: IQ tests results for AI
#193Earlier quoted context omitted.
IQ is largely genetic, even if some people claim otherwise. The evidence for this is now overwhelming: even when different ethnic groups grow up in very similar conditions in the same country, the PISA (which correlates r=0.9 with IQ) scores measured vary greatly. For example, among second-generation children in Germany, there are significant differences in PISA scores. Polish children achieve similar or even better…
especially Germany is a very poor example for this claim as school performance (PISA) in this country correlates with the parents academic background more than anything. if your parents aren't educated you can be intelligent AF and still will fail the German school system while you can be dumb as a brick but still make Abitur if your parents drill you through. in Germany. and Welt is a media source with a right conse…
The smarter richer parents are more likely (But not guaranteed) to have smarter children.
So it would be completely expected for the smarted person you know to come from a rich family even if their environment had no effect. (Though it likely does)
Re: IQ tests results for AI
#194Earlier quoted context omitted.
> The way human IQ testing developed is that researchers noticed people who excel in one cognitive task tend to do well in others My son took an IQ test and it wouldn't score him because he breaks this assumption. He was getting 98% in some tasks and 2% in others. The psychologist giving him the test said it was unlikely enough pattern that they couldn't get an IQ result for him. He's been diagnosed with non-verbal l…
A term of use for your son is twice exceptional. The GP is correct about the theoretical basis of the tests. Note the use of "tend" in the quote. Even those who fit that better tend to have differential strengths so that has shown to be too simple. Over time the models of intelligence have complected adding EQ (emotional quotient), SQ (social q...), and so on but IQ was first, continues to be considered useful in som…
There are social assessments, but they are for identifying disorders.
Re: IQ tests results for AI
#195Earlier quoted context omitted.
Hardly any...
The irony isn't that the GP is right, because they are. "AI does not understand anything: it just predicts the next token based on previous tokens and statistics." The irony is that we've recently learned that "just predicting the next token" is good enough to hack code, compose music and poetry, write stories, win math competitions -- and yes, "give synonyms matching a particular metrical pattern" (good luck composi…
Re: IQ tests results for AI
#196The way human IQ testing developed is that researchers noticed people who excel in one cognitive task tend to do well in others - the “positive manifold.” They then hypothesized a general factor, “g,” to explain this pattern. Early tests (e.g., Binet–Simon; later Stanford–Binet and Wechsler) sampled a wide range of tasks, and researchers used correlations and factor analysis to extract the common component, then norm…
Another component of this theory concerning g is that it's largely genetic, and immune to "intervention" AKA stability as you mentioned. See the classic "The Bell Curve" for a full exposition. Which makes me wonder what's the point of all the intervention in the form of teaching/parenting styles and whatnot, if g factor is nature and immutable by large? What's the logic of the educators here?
Also, even if intelligence was 100% genetic, we could still in theory increase everybodies IQ equally with education and the previous statement still holds.
Re: IQ tests results for AI
#197Earlier quoted context omitted.
IQ is largely genetic, even if some people claim otherwise. The evidence for this is now overwhelming: even when different ethnic groups grow up in very similar conditions in the same country, the PISA (which correlates r=0.9 with IQ) scores measured vary greatly. For example, among second-generation children in Germany, there are significant differences in PISA scores. Polish children achieve similar or even better…
Your first link (Wikipedia) directly contradicts your examples: > Although IQ differences between individuals have been shown to have a large hereditary component, it does not follow that disparities in IQ between groups have a genetic basis[18][19][20][21]. The scientific consensus is that genetics does not explain average differences in IQ test performance between racial groups.[22][23][24][25][26][27].
First, let’s substitute emotionally charged terms for more neutral terms; e.g. imagine rather than discussing intelligence and race, we are discussing something else highly heritable and some other method of grouping genetically similar individuals, e.g. height and family. The analogous claim would therefore be that “although height differences have a large hereditary component, it does not follow that disparities in height between families have a genetic basis.” This seems very clearly false to me. It is in the realm of “I cannot fathom how an intelligent person could disagree with this” territory for me. If variable A has a causative correlation with variable B and two groups score similarly with respect to variable A, then they are probably similar with respect to variable B. Of course there are other variables, such as nutrition, sleep, and what have you, but that does not eliminate a correlation. In fact, for something which is “highly heritable” it seems to me that genetics would necessarily be the predominant factor.
It’s a really unfortunate conclusion, so again, I’d love to be wrong, but I cannot wrap my head around how it can be.
Re: IQ tests results for AI
#198Earlier quoted context omitted.
> The way human IQ testing developed is that researchers noticed people who excel in one cognitive task tend to do well in others My son took an IQ test and it wouldn't score him because he breaks this assumption. He was getting 98% in some tasks and 2% in others. The psychologist giving him the test said it was unlikely enough pattern that they couldn't get an IQ result for him. He's been diagnosed with non-verbal l…
A rule whose exceptions are one in a hundred fails for three million Americans.
Re: IQ tests results for AI
#199Earlier quoted context omitted.
Education? Or more directly, socio-economics. The many of the subjects tested never had any experience with this kind of formal testing, had little to no education, and of course predictably failed on several abstract tasks. It might be that the very pattern of sitting down and intensely focusing on apparently meaningless problems isn't as innate as expected.
Eh, I wish we could retire socioeconomics as a valid term. It can mean just about any factor and for it to be used it scientific publications and even normal discourse that goes beyond Facebook level discussion, feel a little counter-productive. What, exactly, did you mean though?
For example, if a family encourages their child to work from the earliest allowed age at the expense of schooling, that's a manifestation of both economic and social pressures.
Re: IQ tests results for AI
#200Earlier quoted context omitted.
Specifically, as well stated by [23] there is no such thing as “race.” The premise of racial group differences is not possible; we can’t have racial differences if race is not real. Sadly, a lot of people very much believe in race, especially the ones that shouldn’t!
I've been told that there's no such thing as a circle because there's no such thing as a perfect circle. The claim that race does not exist seems to be in that category.
After all, the reason why no real object is an actual circle is because the definition of circle is so to say an "ideal" definition that no real object can fit in all it's precision. It's natural to assume that no real object will have all of it's "points" perfectly distributed according to a circle's equation (without even getting philosophical as to how these mathematical definitions relate to the real world, or if they do at all). If one rejects any "approximate", non exact application of the concept, then it will be mostly useless when it comes to describing or understanding the real world (because you won't be able to use it for anything).
On the other hand, the concept of "race" is quite the opposite to ideal: it's not "ideal" as the circle is, in fact it's more of a pragmatic/working definition. It's more like the definition of "chair": many things may or may not be considered a chair, but usually people don't feel that there's "no such thing as a chair" in the real world. On the contrary, it's more common to feel that anything "could" be a chair because it has a malleable definition based on the context, instead of nothing being "precisely" a chair because there are some rigid constraints to the definition that no real object can actually fit.
When the idea of races within the human species is pushed against, it's not because "race" is an ideal concept that no real thing may implement in all it's precision (as would be the case with the circle). I won't present these actual reasons (which could get quite political) here, but I will say that I definitely wouldn't consider those two claims to be in the same category:
- Saying that X real object is not a circle, or that no real object can be (exactly) a circle has to do with the fact that the concept of circle is ideal and by definition nothing "real" will fit it perfectly.
- Saying that (in the human species) there are no races is, however, not based on a quality of the definition of the concept of "race" (specifically, it's not ideal), but on some quantitative judgements about what kind of thing qualifies as a race an what doesn't (pretty much like the concept of "chair", "food", etc. which are not ideal and there's some room for discussion based on context when it comes to whether some specific object fits the category or not).