I think we haven't felt yet the true consequences of this. Worldwide.
I think we haven't felt yet the true consequences of this. Worldwide.
Imagine training an llm by putting it in a room with other untrained LLMs? All that knowledge is sure to rubb of!
Some children are innately motivated to learn. Some are motivated so strongly you could give them a smartphone and watch them learn all they need to learn in life. But those children aren't the norm - they're the freaky 1 in 1000 outliers. And education has to work with everyone.
Thus, peer pressure. That's what putting a whole bunch of students in the same room accomplishes.
I worked as a teacher for a year. Children are innately motivated and curious (this is not just a cliche). If there was any laziness it usually stemmed from fear of not being good enough but they definitely all tried, even students that didn't know their 5 times table by age 10. Some students have greater self-perseverance than others though, some can't handle being wrong and fear being seen as less-then their peers. Others like to challenge themselves without such fear.
I believe that fear is not unwarranted. It's a learned behavior that helps one survive in their environment. I imagine many of those children were likely punished for mistakes or for not being good enough.
Don't ask me how I know...
I don't think I've met a single child in my life that isn't excited about learning about new stuff, but it really depends on what it is, it differs a lot! And they're all different as well, someone who's really into math might hate history, or vice-versa. But they all want to learn something, in my experience.
The problem occurs when you place them all in one school, and force them to learn everything, even things they don't want to learn about, and that kind ruins the other parts they actually find fun and engaging.
A difficult part is that children aren't really in the position to know what they want to learn most of the time.
Sure, many prefer sports over math but covering a broad spectrum in pre-teen and teenager education is quite important to get them develop these preferences and themselves as a person. They are given more agency/choice (electives etc.) as they grow up.
There are also topics you need to learn that aren't fun/engaging (especially as fun/engaging is quite subjective and depends on the individual). Especially when those topics are prerequisites to other potentially fun topics (you will have to learn the fundamentals before engaging with advanced topics in most subjects)
Most of the kids spent their whole days playing Xbox, Switch, or brainrot games like Roblox on tablets. (No, they weren’t “creatively building new worlds” on Roblox, just screwing around consuming what others had made in order to manipulate them into spending Robux).
I grew up in a place where education and hard work wasn’t valued much by the community. Those that could scam some sort of government benefits did so, and they certainly were not working on art or helping out their communities with all their spare time. At best was a consumption state - the median was actively self destructive behavior, and the worst was behaviors that ruined their surrounding community.
This whole idea that on average humans would hit some utopia of creativity and community mindedness if only they could throw off the yoke of needing to work to survive goes against every single bit of my lived experience. And recent history.
The kids who went to the local public school my nieces went to basically did the bare minimum - usually just showing up is enough these days. Zero interest in learning or putting effort in. Only when they were removed from that environment and put with self-selecting (well, parent-selecting) peers that were curated beforehand did this fact change.
The vast majority of humans are not inherently motivated to better themselves in any way.
That it was their own idea apparently made all the difference.
Right around puberty your theory starts to break down.
who are mostly from countries where education is
> leaning more to memorization
The massive success of information retrieval allowed people to trick themselves that they no longer needed to remember things, and remember them easily. They should instead turn focus on critical thinking.
But critical thinking is knowledge based. At least, I buy E. D Hirch’s argument that it is.
[0]: China's Quora equivalent, but much better than Quora
Meanwhile at the same schools, so many Americans major in things like the various identity “____ studies,” fake sciences like psychology, etc. They graduate from college with potentially less useful skills or knowledge than could have been gained by watching a few (non-AI) YouTube videos a day.
We’ve turned half or more of our educational system into babysitting and self-esteem therapy for a generation we’ve raised to be incredibly anxious and fragile.
Yes, memorization is important. What I argue it's pushing out truly understanding and critical thinking. Kids need trial and error from experimentation (play).
I also find it convincing.
I mean I get that rote memorization of eg. The multiplication table (7x7=49 etc pp) feels pointless, but it is training your brain. And a growing person whose brain is still developing who continuously memorizes new things will be smarter by the time they're 20 then the same person that didn't, only put in minimal effort because everyone around them talks like intelligence is mostly genetics.
I mean genetics definitely plays a role given the same circumstances - but your effort - including memorization - is massively more impactful.
I dunno, I guess it depends on what we mean by "smart" but I've definitively met (and been friends) with people who weren't able to live on their own by their 20s, although they were very "smart" in school and highly intelligent in general. I've also seen the reverse, dumb people being "better at life in general". I don't think it's as black and white as you're trying to make it out to be.
What People Want From Our Schools Has Never Been Accomplished, Anywhere, Ever https://freddiedeboer.substack.com/p/what-people-want-from-o...
We keep smart kids co-mingled with disruptive kids and bullies. We need to do what Asian countries do - entrance exams at every level.
We don't let kids excel at their interest area. Math and science, obviously, but we lack programs for entrepreneurship and leadership that might be better for kids that aren't STEM-focused. Something like a scouts-type program that teaches them business, accounting, management, leadership. Sports and the arts are pretty well covered, though.
If you're born poor and/or without interested parents, the system doesn't help mobility much. Kids gravitate to the environments they live in, and school doesn't shelter them from this.
College itself is a bubble for many degree programs. It's fantastic for hands-on sciences, but useless for career development in liberal arts. It will put you into debt if you're not already wealthy. We need to subsidize STEM and reintroduce college loan dischargeability so risk to lenders is back in the equation.
Programs are too expensive. Universities sell themselves as "experiences". Amenities, facilities, day spas. Admins are too big. Kids are taking degrees they shouldn't.
Grad programs are also inefficient. Academic publishing, the research and grant treadmill, not letting smart students immigrate, ...
The whole thing needs to be gutted and rewritten. From early childhood to post-grad.
We need to focus on ways to boost class mobility at a young age.
Almost all rich families I met saw entrepreneurship as lower-status. They chase arts and such. They are posturing they don't need to care about money. [of course it's a lie, but they do it anyway]
Only a fraction of the new rich get their kids into entrepreneurship while the rest are just spoiled. I heard many times "I want my kids to have all the things I din't have growing up" and then the kids turn into horrible entitled brats who hate their parents. Then the inevitable "How could they do this to me! I gave them everything!". It's not easy raising kids, even with enough money.
They’ve managed to con us into believing that first every teenager should decide what their “true passion” is, then if it’s not white collar they should be pressured to change their answer until it is, then they should take out $100,000+ in loans to live on a pretty campus for four years and hopefully mostly pay attention to the classes, and then they graduate and are greeted with the reality that half the majors offered are primarily academic pursuits with the employment possibilities mostly just being the colleges themselves. It’s a recipe for making an entire generation of nihilists (GenZ), who have a right to feel completely bamboozled and ripped off. I blame their late Gen-X parents for teaching them these fairytales in the first place.
When I was in about the 7th grade, our school switched to "Tracking": In each grade, the smart kids were in track 1, the next smartest were in track 2, all the way down to track 6 which were the kids who unfortunately needed so much remedial help that they were probably not even going to be functional adults post high school. The curricula were tuned for each track's academic level. Moving track-to-track could happen yearly. This system was great for keeping the nerds away from the troublemakers. Overnight, it changed for the better. I hardly saw the crayon-eaters, only in the hallways, and they hardly saw me. We never shared classes. It didn't fully stop bullying: Smart kids bully too, but in different ways. But, it did put a huge dent in it.
I don't know why we abandoned Tracking. It was such a drastic and instantly positive change, as a kid.
My kids were literally shocked to learn recently that people got made fun of for being gay when I was a kid, or that gay was a pejorative. They've never seen a fight on the playground etc. I only have n=3 as a sample size, so, maybe it's bad in other schools or other places, but yeah, at least for me, I think it's a lot less "Lord of the Flies" today than it was 25 years ago.
The idea that (correct) answers are something that can and may be known is all over the place, lately also in technology (LLMs, curve fitting, etc). Notably, answers must be able to validate themselves, every time. (Western) education used to be about this, before it reoriented towards instruction.
IQ is also highly heritable: https://pmc.ncbi.nlm.nih.gov/articles/PMC5985927.
No amount of education, experience, and grit can turn a 100 IQ person into Einstein. IQ is a massive multiplier.
It's also worth noting that none of these individuals ever took an IQ test. Their genius is entirely recognized through their work. Which again raises the question of what exactly IQ testing and what IQ is adding to our understanding of exceptional ability.
It appears that over a century of research in psychometrics has demonstrated nothing we already could not infer. We do not need some boring puzzle test to tell us someone with Down syndrome will not be a Nobel Prize winner. Nor do we need some boring puzzle test to tell us that von Neumann or Mozart had godlike childhood abilities and could maybe make large contributions for humanity.
Here is the abstract from the original paper: https://journals.sagepub.com/doi/abs/10.2466/pms.1989.69.1.2...
> The purpose of this research was to assess how well success in early combat training was predicted by scores on a test of general intelligence
It seems this research pertains to early combat training and not broad, post-training success in one's military career. Not to mention the research is essentially predicting test performance from test performance. I imagine the same predictions can be made about one's two-mile run and one's three-mile run.
> Analysis indicated that intelligence test scores AND run time significantly predicted success, each adding to the prediction provided by the other.
Which is not surprising. It shows that intelligence is just one of the multiple contributing factors. Being exceptionally tall is essential in the NBA, but being exceptionally tall, alone, is insufficient to make it to the NBA.
I am not certain where you are deriving this claim from.
> Similarly, people don’t like the idea that some individuals are just born smarter than other individuals.
Nor this claim, as well.
I have had many discussions on the topic of IQ, and I have never once seen anybody ever argue that there is no variance in human intelligence. There is a large range of variance in every human attribute. That is not the focus of the debate. Rather, most of the debate seems to be surrounding the construct validity of IQ. Statistical validity != construct validity.
Sure. But in science, we regularly postulate the existence of some construct, and confirm that construct by conducting many empirical tests that return results consistent with the existence of that construct. General intelligence is like that. We can’t see it directly. But we have myriad results that are statistically consistent with its existence.
However, I have one question. What evidence is there that this 'g-factor' is actually representative of general intelligence? You may not use the correlation values used to derive the g-factor to support your argument. My understanding is that correlations cannot be used to explain the general factor because the general factor should be what explains the correlations.
If you are interested, I implore you to read this blog from the statistician, Cosma Shalizi, of CMU. His explanation is far better than anything I could attempt to make.
No need to apologize. Perhaps my g is too low to describe my thoughts properly.
> "is representative of general intelligence"?
This factor that is derived from the positive correlations, g, is called general intelligence. So, g is nominally general intelligence, but is g actually what the name implies? One can take n number of positively correlated but independent things, and there will always be a some factor that can be derived from it. However, that does not mean the underlying factor is necessarily causal.
> This is a very abstract statement.
We are discussing abstract concepts.
> What does this mean in scientific, empirical terms?
That causality would be scientifically and empirically verifiable.
> What kind of facts we would observe in the world where this is true? What empirical observations we'd make in the world where it's false?
Alas, that is precisely the point I was trying to paraphrase from Shalizi. Whether g be true or false -- the result wouldn't look any different. The methodology being used cannot determine what is true nor false, and that is the crux of this entire problem.
I hope you understand that your vague question cannot be seen as equivalent to this rather more concrete statement. That’s why I asked for clarification, and your patronizing comments were really not called for.
In any case, Shalizi is very wrong, probably because he is entirely unfamiliar with the literature. He is wrong on multiple accounts.
First, yes, any number positively correlated measurements will yield a common factor. However, when talking about g, this is not an artifact of how we constructed IQ tests. Shalizi says:
What psychologists sometimes call the “positive manifold” condition is enough, in and of itself, to guarantee that there will appear to be a general factor. Since intelligence tests are made to correlate with each other, it follows trivially that there must appear to be a general factor of intelligence.
But this is just not true. Tests are not made to correlated with each other. Any time anyone attempts to construct a test of general mental ability, we always find the same g factor, even if they explicitly attempt to make a battery that tries to measure distinct, uncorrelated mental aptitudes. Observe how Shalizi fails to provide a single example of a test that does not exhibit the positive manifold with other tests.
Second, unlike Shalizi, we know that g is the predictive component of the IQ tests. IQ predicts real world outcomes very well, but what is really interesting is that the predictive power of individual subtests of an IQ test is practically perfectly correlated with g-loadings of the subtest. This would be very surprising if g was just a statistical artifact.
Shalizi says
So far as I can tell, however, nobody has presented a case for g apart from thoroughly invalid arguments from factor analysis; that is, the myth.
But this is just baffling if you have any familiarity with the literature.
Whether g be true or false -- the result wouldn't look any different. The methodology being used cannot determine what is true nor false, and that is the crux of this entire problem.
That’s just not true. For example, if g was a statistical artifact, one of the hundreds of intelligence tests devised would have not exhibited the positive manifold with all the others. It would not be correlated with heritability. It would not be correlated with phenotype features like reaction time. The world where g is a statistical artifact looks much different than our world.
The U.S. military won’t hire people below an 83 IQ to peel potatoes, because experience shows that such people can’t effectively be trained. So it’s more than just “minor” predictions.
Two, the military does not administer protected IQ exams, but rather, the ASVAB which correlates with IQ.
Three, our entire global society does not revolve around who can do what for the military.
Four, what can someone with an IQ of 84 do that one with an IQ of 83 cannot?
Five, the US military has plenty of uses for low scores. If one can't peel potatoes, then I'm sure the military would just send them out to stomp for land mines. However, Federal law is what disallows this, not the military: https://codes.findlaw.com/us/title-10-armed-forces/10-usc-se...
FWIW, ASVAB is an IQ test. Any intelligence researcher will tell you so, because it exhibits the usual positive manifold, you find the usual g factor in it, and it shows high correlation with other IQ test. The military doesn’t usually call it as such for political reasons, but will happily admit in private that ASVAB and WAIS measure the same thing: https://web.archive.org/web/20200425230037/https://www.rand....
Ah, this essay is very, very good. I’m not surprised, Shalizi is a genius, but I hadn’t read this particular one before. Thanks for the link.
You’re using Motte-and-Bailey tactics to conflate IQ test results with vaccines denialism, on the basis that they are both “for the greater good”, which conveniently paints my point in a certain political light. How exactly does selectivity on the basis of IQ test results “enhance health outcomes for groups as a whole”? Maybe you could back up this argument with some historical context.
> “Similarly, people don’t like the idea that some individuals are just born smarter than other individuals.”
What data do you have to support this claim? And how much of this inherent intellect factors into IQ test results?
No, I’m pointing out that in both cases people attack the science because the implications of the science are in tension with their ideological priors. The fact that top-down coercion is an effective response to pandemics is inconvenient for libertarian-conservatives. Likewise, the fact that people differ in their intellectual capabilities from birth is inconvenient for liberal egalitarians.
Yes, of course people differ in intellectual capabilities at birth. That is not the argument. The argument is how much that actually impacts IQ test score results.
Your point suggests that “science” supports the idea of IQ being predetermined at birth.
It is? Egalitarianism is usually considered to be the position that all humans have equal moral worth, not the position that all humans have equivalent physical and mental capacities. Not even actually existing Communists believed the latter, as far as I’m aware.
But just to double check:
> Egalitarian doctrines are generally characterized by the idea that all humans are equal in fundamental worth or moral status. As such, all people should be accorded equal rights and treatment under the law.
https://en.wikipedia.org/wiki/Egalitarianism
Nor does the existence of special laws or practices concerning low (or high, for that matter) IQ people pose any great obstacle to egalitarianism, assuming the laws or practices in question do not infringe upon moral personhood.
Rawls is a typical egalitarian philosopher and he takes care to account for these natural variations in the human condition during both the classic _A Theory of Justice_ and the modern “restatement” in _Justice as Fairness_.
You’re shifting the goal posts from the first sentence to the second sentence. What I said was: “IQ is real and highly heritable.” Responding to that by asserting that IQ tests are “skewed” and culturally biased, as OP did, is up there with vaccine denialism.
If you want to make a more nuanced point about what you can use IQ to prove, sure, that’s up for debate. But that’s not what we were talking about.
It's one thing to call out an interesting paper; it's another to act as if the matter has been settled simply by pointing to SIBS.
Find me any study that shows that IQ is more strongly correlated with SES than with parental IQ.
For the intuition think of height - a malnourished child will not reach their “genetic” height. A fully nourished child will be limited by their “genetics”. Why wouldn’t other biological characteristics be similar?
Genetically we’re not that different from cavemen, so the floor (without any weird eugenic theories about dumb people breeding too much) is “tamed caveman.”
Much like today on all sides of every significant debate. Where the loudest most emotional rise on feelings over logic.
If a person doesn't immensely value learning they're wrong, they exist as part of the problem.
I think never believing fully in your own ideas and always being able to admit you're wrong and always questioning is almost a super power that I wish we valued more.
You’re thinking of dysgenic, not eugenic.
Gattaca is a movie about eugenics.
And all men are Socrates...?
(For example, how stupid is stupid? How much breeding is to much? Is there even such a thing as too much breeding? All these are variables up for debate.)
But preventing the spread of an idea that you fear may be true, simply because you don't like the consequences, is intellectually dishonest.
Would you endorse suppressing the idea that the earth orbits the sun just because you lived in a milieu where the primacy of the church was more important than truth?
Argue against eugenics because it's unethical to prevent people from reproducing (and therefore no amount of "stupid people" reproducing is "too much"). Don't cloud your judgment by denying propositions that you fear may be true.
That movie can be understood in several different ways.
Also, I'd like to point out that the core problems with eugenics isn't an assertion that intelligence is hereditary, but that:
- Race is not a scientifically grounded concept
- Complex traits do not have Mendelian inheritance
- Measurement of intelligence is problematic
- Even measures that strongly correlate with success are confounded by environmental, cultural and economic factors
Thus, the conclusions drawn by eugenicists are based on their racism and prejudice, not by any scientific conclusions. It is a pseudo-scientific framework to justify (at the limit) ethnic cleansing.
The opening of the movie could also be read as a commentary or satire about a certain type of reality TV show or talk show that was popular at that time, but it was also a really cheap shot at a specific class of people and demonstrated a level of contempt that cannot really be defended.
But the rest of the movie was focused more on anti-intellectual and shallow culture and corporate greed - the heritability of intelligence never got another mention.
Maybe society should focus on supporting high quality environments for raising children well.
This probably includes a bunch of budget expensive things like...
* Rich interaction between smart adults and children, at low density
* Ensure good breakfast and lunch at minimum
* year round childcare
* Every child great medical care
If we like the idea of biological parents bonding strongly with their children, the whole 'work from home' and 'work life balance' things should also be strongly evaluated. I happen to think that delivering strongly on the above points would also pair well with at least some 'work from home' so that parents have time to work, time for being human, and time to be a good parent. Harder to measure experimental results probably include a healthier emotional and motivational status, lower stress for everyone involved, and maybe even higher output if not just higher quality output during hours worked.- childfree is probably more enjoyable
- kids expensive and student debt crippling, so let’s delay starting till we’re 37 and own a home
- scary time/place to raise kids if you think about it too much
- etc.
So that’s thrown things out of balance. it’s not eugenics to say that smart people shouldn’t hold their birth rate so close to zero.
Ah yes, the undevelopped and oppressive countries able to provide them good enough education and not make them debt-ridden for it.
I don’t blame people for moving for better wages, but the level of rationalization used here to make brain drain feel virtuous is off the charts.
I think it's kind of a good thing to learn how to not have to look literally everything up because that's a time suck. I speak 3 languages "decently." My native language, one I learned as an exchange student (it's rusty, but it's still in there and if I start speaking it regularly the words come back almost unbidden), and Spanish from several long-distance backpacking trips in Spain for months and months. I dabble in others as necessary. If I'm learning a new language for travel or something I find that memory alone is invaluable. A few months of using SRS and memorizing 1000 words and you are suddenly able to communicate with a millions of people. Sure you might speak caveman Italian or whatever, but read a little bit of grammar you're off to the races. You're no Dante, but you are able to get by - that's so useful, and I can't see why people eschew the practical advantages of learning how to memorize!
I'm taking some classes (perpetually, I don't know why I must hate myself) and I find I consistently do better learning new things if I just know some facts about a topic before I even learn all the connections between ideas. Let's say you are learning, I don't know, DC circuits? I'm taking that class for fun this semester because I'm mostly self-taught in hardware and wanted to fill in some of the gaps. If you need to know how to calculate the step response, sure you can do it from first principles if you've taken ODE. But imagine if you're taking this as your first "real" engineering class on the EE track as a 19 or 20 year old kid. At the university I went for undergrad and this university now, you wouldn't get exposed to ODE for another semester or 2. But if you can just memorize the formula now, you can absorb the material - the "why" can come later.
I mean, I can never remember some math things, so I just derive the math when I need it, sure, I assume everybody does this where they have to, but if I could remember the damn derivation I wouldn't have to. Same with some code. There are some things in this world like matplotlib - I have used it 1000s of times and somehow I've literally barely learned it beyond the basics and constantly end up looking up how do things. As soon as I get the chart I want, it falls out of my brain until I am forced to learn it again to make a chart for a slide a couple months later. But there's insane utility to just... knowing things. When I was a pilot for a living, there were certain emergency procedures and limitations that I was just... expected to know - down cold. I haven't turned a prop for money in almost 6 years now, and there's some emergency procedures and limitations that I still can recite from memory. What's a great way to learn those things? Well... memorizing them. Then there's the practical nature of things. You're not going to derive maneuvering speed from first principles when you encounter mountain wave, you just need to know what you've gotta slow down to.
That doesn't mean throw out your analytical brain, but having access to facts that you can use in furtherance of your cognition is super useful. And I don't really think that is the major "problem" with education in this day and age? I have 3 kids in school. They're great kids and all doing more or less well. From the outside looking in today, I'd say the biggest issues I'm aware of are:
1) A downright authoritarian environment in schools. No seriously, even the school my kids go to which is by the numbers a pretty good school seems a bit like incarceration.
2) The teaching to the lowest common denominator (which you mentioned and I think is a very good point).
3) The money is going to the wrong stuff and so quality is going down but costs are still rising.
4) Schools are basically viewed as babysitting places so that the parents can go and work and contribute to the economy, not hallowed halls of learning or some-such. It's viewed as "jobs training" from the bottom to the top. Even at the university level.
5) The incentives, both social and financial, that exist to become an educator suck and needing licenses and specialized university training to teach in some states means that an engineer with 20 years of experience isn't going to go to school for 2 years just be treated like garbage at some middle school or high school. We're not getting "the best of the best" in education.
6) The phones. I don't think a constant entertainment drip is really that good for young people.
7) Educational software is usually pretty bad? And the kids are forced into using a lot of these garbage tools day in and day out. This isn't really as big of a problem as the rest of the things, but it irritates me when I'm forced to interact with iReady or the absolute garbage (and insanely expensive) platforms the school uses to track grades.
Also, I mentioned this in another thread and got downvoted, but I honestly think that the reversal of the Flynn effect might have some environmental basis too? We go outside a lot less, indoor CO2 counts are higher, issues start occurring above 1000ppm - that's not uncommon, we eat terrible, are more likely to be obese, had COVID, and are filled with plastic, we spend a lot less time bored and are mostly overstimulated. I'm not a biologist, so I wouldn't say that any one of these sorts of things is the "gotcha" like lead or whatever, but yeah, I suspect that there are other environmental effects that are making us collectively make bad decisions more often. I don't know.