China Is Engineering Genius Babies (2013)
vice.com
vice.com
> At BGI Shenzhen, scientists have collected DNA samples from 2,000 of the world’s smartest people and are sequencing their entire genomes in an attempt to identify the alleles which determine human intelligence. Apparently they’re not far from finding them, and when they do, embryo screening will allow parents to pick their brightest zygote and potentially bump up every generation's intelligence by five to 15 IQ points.
It's also interesting to note this was authored in 2013. I would be curious to know the kinds of things discovered in the ~4 year span.
"When do you think the embryo analysis might be implemented on a large scale?
Actual use of the technology to do embryo screening might take five to ten years, but it could be just a few years. It depends on how motivated they are."
People argue over how important it is, and it's certainly not the only thing that matters, but yes, the general consensus is that IQ is meaningful and predictive.
That's the usual yardstick. Hence the expression, success breeds success.
But if you read the article, they're not really selecting for IQ itself, but academic success, so that covers all of the factors, just weighed.
A broad definition is ability to solve problems. Beauty is outside it unless it really solves some problem... which it well might in some occupations.
There are roughly three things that make you successful: 1. Being smart 2. Working hard 3. Opportunity
Everybody can do #2, but most won't. #1 is at least partially genetic. #3 is mostly luck, but is influenced by the other two. In fact all of the factors influence one another to a degree. Being born in an area with good schools and working hard can overcome somewhat deficient genetics for #1 for example. On the flipside, being born a genius in sub-Saharan Africa with no opportunities or even anything to work hard for makes success almost impossible.
Opportunity counts the most. You can't win if you never get the chance to play.
Motive is next, as you can't succeed unless you have the will to do whatever is necessary. At some level, sufficient motive can generate additional opportunities, but there is an upper limit on how much you can supplement the genuine opportunities arising from pure chance.
Method is least important. There are often many ways to accomplish the same results, ranging from dead simple to prohibitively complex. If you have simple goals, you can still achieve them simplemindedly.
. . . And I think I now have a hypothesis about why so many rich folks seem like crooks.
I think the short version would be that the BGI project made a bad bet on a particular genetic architecture of intelligence (rare variants with large boosting effects) which would have implied that a tiny sample of whole genomes from very smart people would yield a lot of genetic variants; this was wrong and they turned up little, and then the project was further damaged by BGI's disastrous strategic choice to try to develop its own genome sequencer tech rather than using Illumina's, which set it back by years. What actually wound up happening in 2013 was that a big consortium of American & European research groups, the SSGAC, pooled simple SNP data (ie the sort of thing you get from 23andMe) rather than whole genomes, for 100k people, and got the first genetic variants for intelligence (rendering the BGI project largely moot). SSGAC has kept expanding its sample size, and the massive UK Biobank dataset started coming online (just completed their full n=500k release!), and the combination has yielded hit after hit. The last paper from last year turned up 172 SNP hits, and there will be another paper this year which will expand that even more.
In conjunction with this, the IQ polygenic scores have been used for all sorts of exciting things: people have been computing genetic correlations with health and psychiatric traits, been looking at cross-national differences, examined changes over thousands of years using ancient DNA, decreases over the past century confirming dysgenics, been deploying methods for detecting selection in different populations, and nailing down the architecture as having the same heritability in normal people as in very intelligent people with no special rare variants detected, and being mostly additive with most of that coming from common SNPs but the rest from relatively rare harmful variants suggesting a mutation load explanation of why there is any genetic contribution.
As far as embryo selection goes, '5-15 points' is very much an upper bound assuming the entire population, great polygenic scores (better than the ones in 2017, perhaps more like 2020-level), and ignoring the practicalities like loss of embryos in the IVF process. I've tried to work through a full analysis of what embryo selection could do, and it's not earth-shaking unless there are huge improvements: https://www.gwern.net/Embryo%20selection (Which is why I'm more interested in iterated embryo selection and genome synthesis now.)
Edit; citing the movie as a widely known example of a stratified society with both engineered and non engineered humans.
If genetic modification and control becomes 'easy' and relatively safe I don't see why those in power wouldn't try to exercise control over that power. In that future its not hard to imagine lawmakers banning having children who would have inherited known genetic 'defects'.
Now imagine 'defects' are classified as having dark skin, or whats considered a 100 IQ today.
Organizations cargo-cultishly over-emphasizing certain ability signals? Seems pretty realistic to me! "How many golf balls can fit in a bus..."
>but puts this in a setting where there are no genuine consequences to any of this, no genetic engineering, no embryo selection, all of which should make the society unrecognizable.
What? A key plot point was that parents go through a doctor to have kids, who then picks the genetically-best kid that the parents are capable producing. Those who don't (and have "god-children" or "de-gene-erates") end up with sicker, stunted kids.
Maybe that's short of maximizing the potential of the tech, but it seems like a genuine consequence.
>it is ludicrous to imagine a world of genetically-engineered von Neumanns walking around and still needing human janitors, for example.
Because they'd have automated it all? There will always be the 1% least-intelligent, who will take the roles that can't be automated. Perhaps it's unrealistic that someone would be mopping the floor, but that's just to save the viewer from having to be told "oh, 'janitors' now just press buttons and visually inspect the work of machines".
> Maybe that's short of maximizing the potential of the tech, but it seems like a genuine consequence.
It's not, because you get literally the same consequence by not genetically testing sperm/eggs at all and simply screening by motility and donor health etc - people who don't do that have kids with more defects. And 'short of maximizing the potential' is exactly my point. A world with perfect genetic prediction and too-cheap-to-meter sequencing simply will not look like that. Some healthier kids are the least of the consequences of generations of society-wide embryo selection with perfect prediction and universal sequencing.
> Because they'd have automated it all?
Yes. Assuming it's still even an issue.
> but that's just to save the viewer from having to be told "oh, 'janitors' now just press buttons and visually inspect the work of machines".
A movie is nothing but what it depicts.
They did further testing in the movie too! Note the treadmill tests that the protagonist was cheating on too.
But in terms of a general, big-org failure to properly use heuristics? Probably the most realistic part of the movie!
>A movie is nothing but what it depicts.
And some things have to be understood metaphorically because it would be too cumbersome to have to present the full picture and bring the viewer up to speed. That's just how the medium works.
For the story, it suffices that there exist people who do more tedious jobs because smarter people get the better ones. To show a more realistic scenario (janitor checking rooms on a tv screen and pushing buttons rather than mopping), for every dimension that changes, would take away precious minutes from the runtime for little narrative benefit.
It seems pretty much inevitable that genome sequencing will use non-chemical (non sequencing-by-synthesis) methods in the future (I've worked for two companies that have developed such techniques with varying degrees of success). In the far-ish future I think we'll see a human genome for 1 to 10USD with a turn-around time of maybe 10 to 20mins. That seems pretty achievable using a solid-state nanopore approach.
I think even novel labeled/SBS approaches might be able to do interesting things here.
On the presumption that 99.9% of the people using the system are never going to act on information disclosed by the system in a manner that would not involve returning to the established system as a middleman, it simply cheats. Random samples of DNA are tested and sequenced, and a machine learning system leans heavily on databases of stored information to extrapolate findings that might be of interest to the customer.
Most people of Gattaca don't have a deep understanding of genetics. They just know what the computers tell them.
As such, pretending to be another person with donated biological samples is the low-budget option for evading the system. Those with enough power and resources pay to hack the system itself, such that the ubiquitous sequencers report more favorable results than they otherwise would.
This also means that a lot of the parents buying designer babies were getting placebo. If there was no obvious congenital defect, the docs just left the natural genome alone, and simply told the parents it was the best baby they could possibly have, while marking the genetic samples kept for reference as "valid". Yeah, that's right, I made the dystopia even worse in my own imagination. Not only is the society stratified by money, the foundation is 99% fraud.
And while your complaint about skin color is certainly valid, why do you abhor making humanity smarter on average?
The primary problem to solve is discrimination against non-engineered people. That problem was the only reason Gattaca was so dystopian. As long as there are controls in place that make it difficult, it should be possible to move forward with engineering humans in a productive way.
Our role as the elite is to elevate and recognize their worth, and not sink them to our moral level.
Also, when thinking about creating value, you need to think about scale. They change your trash and are limited by their physical ability and time. Let's say they saved you 4 minutes and changed 400 trashes, saving 399 other people 4 minutes. They've created ~24 hours of value.
If your app helps people save 30 seconds a day and did that for 100k people, then you created about 12 days more value.
At the very least the lady emptying the trash keeps the place hygienic, reducing the spread of diseases.
If the world economy could eliminate your job without missing it, then you are no longer generating trash to clean up, and that job goes away too. The person who cleans up after someone genuinely productive therefore contributes more than someone who cleans up after someone useless.
This is, no doubt why we pretend with all the might of imagination that certain jobs are critical and vital to the economy. The idea that double-digit percentages of the whole world economy could actually just be wasted on useless navel-gazing nonsense is just too horrible to consider. It may be true, but if we believe it is true, that just means we're all wasting our lives on pointless bullshit. I'd rather lie to myself and be happy, regarding this particular point.
Keeping people from discrimination may be about as difficult as perfecting genetic engineering.
If you are looking for bang for the buck in raising the average IQ across the whole population, then there are serious quick wins in eliminating things that drag it down. For instance, exposure to lead. And it's doable, hardly rocket science or genetic engineering.
If you're looking for a few very rich people to give their offspring another advantage over the rest, then genetic engineering becomes more pertinent.
You can have the second at some time in the future if the research works out and you can afford it.
In addition to facing fewer ethical pitfalls, greatly reducing these environmental factors is well within our current means. It also universally beneficial, and not limited to those who can afford "Boutique" offspring.
Much cheaper than eugenics.
You can't be naive enough to think that this problem wouldn't occur. On the contrary, if genetic engineering on such a level was realized (which would require a shift in our current biomedical ethics to begin with), discrimination against the less-optimized would be a foregone conclusion.
In such a scenario, we could only hope that everyone would be optimized equally and the suboptimal humans wouldn't be born into a world where they are second class citizens.
Do you have any data to back this up? Do you have a reliable measure of "contribution to society"?
With successful embryo selection, at least we can keep up with the increasingly higher minimum IQ needed to function well in advanced society and avoid a large underclass of unemployable people.
Jordan Peterson - IQ and The Job Market https://www.youtube.com/watch?v=fjs2gPa5sD0
If we can make more people capable of becoming specialized, everyone will benefit. Perhaps fields like medicine are limited in the number of people it would make sense to employ, but software engineering and scientific research pretty generally benefit the more people get involved (wrt software I am thinking more in terms of FOSS and startups, not huge teams for simple tasks). The barrier to participation in the future economy might end up essentially becoming IQ. It's important that we give people the tools to help their children be successful as the economy changes.
Genetics strikes me as probably going to follow Amara's law: everyone is overestimating the effect in the short run ('China is engineering genius babies right now! Panic!') and underestimating it in the long run (I don't know what 2050 looks like, but I have a hard time envisioning a world with access to 30 years of CRISPR and 20 years of genome synthesis which is still much like ours and where the biggest change is that your smartphone weighs a tenth as much and Siri doesn't make any funny mistakes...). For short-term 5-10 year bets, AI is probably more important.
That's what I want to get in on. Whoever can offer genetical engineering to Chinese parents first is going to be the new Google.
Then how can it be "harmful"?
Reproduction is the only thing that affects evolution, no?
Tyrants know this. You see it when they feel threatened and start purging their subordinates. If they don't respect you they can fear you instead.
1: http://shakespeare.mit.edu/julius_caesar/julius_caesar.1.2.h...
There's also the question of whether or not the genetic changes they attempt to make would increase intelligence independently of openness, which is likely possible, but that would require a deeper understanding and familiarity with the subject.
1 Hjalmar Schacht 143
2 Arthur Seyss-Inquart 141
3 Hermann Goering 138
4 Karl Doenitz 138
5 Franz von Papen 134
6 Eric Raeder 134
7 Dr. Hans Frank 130
8 Hans Fritsche 130
9 Baldur von Schirach 130
10 Joachim von Ribbentrop 129
https://en.wikipedia.org/wiki/Nuremberg_trials#Intelligence_...
Which perhaps is still remarkable, but I think it is a much higher frequency than most people would intuit from the number.
That's essentially how Dr. Mindbender created Serpentor.
One thing for sure, very few East Asian and few Asian American parents who are aware of the news will allow their kids to play the sport. What about the reactions from other American parents?
"Symptoms of CTE, which occur in four stages, generally appear 8 to 10 years after an athlete experiences repetitive mild traumatic brain injury."
There were about 1,100,000 million high school players in 2014. This is approximately 7% of US high school students.
https://en.wikipedia.org/wiki/Chronic_traumatic_encephalopat...
I lost the email thread, but I didn't get my genome data back for about 2 years (April 2015). The researcher I was talking to seemed frustrated at some pretty large delays in the project.
...."
And they will have high enough IQ to maintain and improve them as they wish. Without say IQ of 100 or more maintenance of advanced robots could be problematic.
Increasing IQ without reforming the culture is just a mean to crush opponents in Chinese social darwin scheme.
But I'm certainly not a psychologist.
Actually, I'm not sure whether "5 to 15" isn't meant to describe the standard deviation, in which case screening lots of embryos might even produce much higher gains.
This is overstated. Plain IVF today in the US costs tens of thousands of dollars. As a result in 2014 it was around 1.5% of births. Some insurance will cover IVF but is more expensive and there are generally caps. Its only accessible to the relatively well off and that's unlikely to change in the short and medium term.
So even if development of embryo selection technology proceeds rapidly it would only be available to the super rich for quite some time.
Why?
The USSR was run primarily by highly educated engineers. China has the same issue. Yet somehow the preference of large communist dictatorships for credentialed leaders does not correlate with actual success.
One problem is that 'intelligence' is a very tricky thing to define and isn't at all the same as IQ or academic achievement. The world is full of foolish academics. The first thing the nascent Soviet Union tried was putting a committee of academics in charge of setting every price in the USSR, over 21 million of them. The futility of this task was not apparent to any of the ideologically-soaked intellectuals that ran things until the economy collapsed, although I suspect many ordinary kulaks could spot the problem right away.
The conclusion: technology is not ready for editing genes of human embryos yet.
He wrote an article around the same time here: https://www.edge.org/responses/q2013
Here is a response to that article: https://eastasiastudent.net/china/edge-org-chinese-eugenics-...
TLDR; The view promoted by this article is probably only supported by a single person(Geoffrey Miller) and is highly speculative.
"Dear obese PhD applicants: if you didn't have the willpower to stop eating carbs, you won't have the willpower to do a dissertation. #truth." [0]
I know that doesn't invalidate his arguments and you can't judge a whole person by something they posted on twitter, but man, I'm disappointed this is the kind of person whose genes are considered so valuable to replicate. In our efforts to optimize for intelligence we may leave so many other good traits behind.
[0] https://www.theatlantic.com/national/archive/2013/06/how-twi...
Oh, wow, that's quite a serious yet subtly thrown-in burn...
- Primary source of the article says "It’s not genetic engineering or adding new genes"
- Vice's marketing department: "Gina is engineering babies!!!@$@#%1111"
Not sure how well these Chinese experiments will work out though. For some reason I doubt it will have the amazing effects they intended, at least in the near term.
What's the point of that? 2017 is not 2013.
> The parents there WILL act on embryo selection and genetic engineering when it is available and safe.
It seems a bit of a reach to be so adamantly sure of what other people will do in an already predicted future.