Many teachers are panicking over AI (artificial intelligence), and for good reason. This goes beyond students using AI to cheat on their homework or write their essays for them. If you have AI essentially think for you, then you will not learn to think. On the other hand optimists point out that AI can be a powerful tool to aid in learning. It all comes down to how we use, regulate, and manage our AI tools.
The cautionary approach was captured well, I think, by Mark Crislip in this SBM commentary, in which worries about the effects of AI on doctor education. How will a new generation of physicians learn how to think like expert clinicians if they can have AIs do all their clinical thinking for them? My question is – is AI fundamentally different than all the other technological advances that have come before. Did calculators take away our ability to do math? The answer appears to be no. Students still gain basic math skills at the same rate with or without access to calculators. But there are lots of confounding factors here, and so some teachers still warn of allowing kids access to calculators too soon. Others point out that access to calculators has simply shifted our math abilities, away from basic operations toward more modeling, problem solving, and complex concepts. It seems we are in the middle of the same exact conversation about AI.
We can also think about things like GPS. My ability to navigate from point A to point B without GPS, or to navigate with maps, has definitely declined. But using GPS has also made my navigating to unfamiliar locations easier and more efficient. I would not want to go back to a world without it.
But is AI different because it is not about some narrow specific skill but about fundamental skills like writing, arguing, and thinking? I think the answer is – it could be. At the very least we cannot assume that it isn’t. We don’t want to look back in 20 years and realize we raised a generation that is intellectually crippled by previous standards. It does not seem prudent to just hope that this is not the case and it will all work out, like it did for calculators.
Part of the problem is that AI technology is developing very fast, and our culture and institutions do not have the time to adapt. Regulations, if any are needed or would be helpful, are also lagging behind. In fact it seems that the tech industry has been successful in cutting off any serious regulations at the knees. They have a point that sloppy regulations could hamper innovation and cede a vital emerging industry to our competitors. But they present this as a false choice, with the only other option to just trust them and have essentially no regulation. They want us to replicate what happened with social media, or with crypto, where lack of effective regulations turned what could have been useful tools into…something else. It is no surprise that recent surveys find people are more nervous than optimistic about the net effects of AI.
It is hard to know what the long term effect of the recent judgement against META and Google will be, but a court did find that these companies were “negligent” in protecting children from their products. These products have been deliberately optimized for addictiveness. Algorithms provide a bottomless scroll of content designed to outrage people, or drag them down a rabbit hole of increasing radicalization – whatever maximizes their engagement. The effects on individuals and society do not seem to have factored in.
As with so many complex and technological issues, we seem to be perpetually stuck between two extremes. On the one hand we have tech bros unfettered in their attempts to “move fast and break things” and then use their billions to buy up media outlets and politicians to fend off any regulations. On the other we have politicians who may or may not be well-meaning, but either way seem to lack the knowledge and expertise to effectively regulate these new technologies. So their clumsy attempts at regulation backfire, and are used to skuttle any further regulation attempts. This is happening during a time of intense political polarization and the collapse, in many ways, of effective legislating.
What we want is a third option – effective, narrow, targeted regulation informed by experts with meaningful metrics that prevent abuse and harm with a minimal effect on innovation. Of course, this is not easy. It requires hard work, lots of consultation and discussion, and rounds of experimentation, evaluation, and adjustment. But that is what our complex world requires. Perhaps we are just not up to it.
The academic world also needs a carefully calibrated and thoughtful response. I do think we can leverage AI as a tool to improve education, to make it more personal and adaptive. But at the same time we need to avoid or minimize the obvious potential downsides. I do think it is a good idea for young children to avoid certain technologies while their brains are still developing. We need to maximize their use of verbal, math, and cognitive skills so that their brains will maximally develop these abilities. Then we can phase in technologies as tools they can use to be more effective. Start too young, however, and technology becomes a crutch, and their skills not only atrophy – they never develop in the first place.
In fact we need to think carefully about this digital virtual world we are creating for ourselves. Yes, this technology provides amazing tools and opportunities for engagement and entertainment. But they are also a soporific, lulling us into contentment for a small and isolated existence. I worry about a generation that never knows anything else.
Education is an opportunity to prevent such a digital dystopia, by not only providing the opportunity but the necessity that children do physical activities, get out into nature, communicate with actual people, and use every cognitive skill they have. We obviously have to introduce them to technology along the way, and in fact there is no way to avoid it. It is embedded out there in the world, and children do not live at school. So we also need to teach children to use technology responsibly and effectively. Meanwhile school is a place where they use and develop other abilities.
We have to be thoughtful about this. It is doubtful that just going with the flow down the path of least resistance (and maximal profits for the tech industry) will lead to the world we want to have.
The post AI And Schools first appeared on NeuroLogica Blog.
I think the site below was suggested to me by Facebook, but at any rate one can subscribe for free. It’s called 1000 Libraries Magazine, and it specializes in news about books, which of course interests me. Here, for example, is one of their latest articles whose title was catnip for me (click to read; you may have to give them your email and subscribe):
Now of course everybody knows at least one of these: the Bible. But can you guess the others? Some are obvious when you think about it, but others are not. I’ll list the top ten giving the number of copies estimated to have been sold. Text from the site is indented. I’ll also tell you if I’ve read them (total read: 8/10).
1.) The Bible. 5 billion copies sold.
Sitting firmly at the top, and likely forever unchallenged, is The Bible. With an estimated 5 billion copies sold, it’s the most distributed and translated book in human history.
What makes this even more remarkable is how it spread. Long before modern publishing, social media, or mass literacy. The Bible has been translated into over 3,000 languages, carried across continents by missionaries, scholars, and believers, and printed continuously for centuries.
I read this when I was writing Faith Versus Fact. It was a tedious exercise, and assertions that it’s a great work of literature are bogus. Parts of it are good, yes, but I always say that if there was only one copy of the book, sitting in a dusty “reduced price” bin somewhere, critics would claim it is boring—which it is. Try reading how the Ark was constructed near the beginning! It is considered a great work of literature only because it was influential, not because it was good. However, the King James translators did do a good job on the translation.
2.) The Little Red Book. 1.1 billion copies sold.
This one surprises many people. Officially titled Quotations from Chairman Mao Zedong, The Little Red Book reached 1.1 billion copies sold, largely during China’s Cultural Revolution.
It wasn’t sold in the traditional sense. It was distributed, required reading, and a political tool. At one point, owning a copy wasn’t optional; it was a social expectation.
I haven’t read it.
3.) The Qur’an. 800 million copies sold.
As the central religious text of Islam, the Quran has sold an estimated 800 million copies worldwide.
Muslims believe it to be the literal word of God, revealed in Arabic, which is why translations are often considered interpretations rather than replacements. Like the Bible, it’s recited, memorized, studied, and revered, not just read once and shelved.
Yes, I read it, also when writing Faith Versus Fact. It’s not only boring like the Bible, but filled with more animosity, bellicosity, and hatred than you can imagine. I was surprised that so few copies were sold: there are nearly as many Muslims as there are Christians on the planet, but their sacred book has sold less than 20% as much as the Bible.
4.) The Bhagavad Gita. 503 million copies sold.
Part philosophy, part spiritual guide, part epic dialogue, The Bhagavad Gita has sold over 503 million copies.
Embedded within the Indian epic Mahabharata, this relatively short text explores duty, morality, devotion, and the nature of life itself. It has inspired thinkers from Mahatma Gandhi to modern self-help writers.
Yes, I read this, but simply because it was touted as a work of philosophy and because it had a big influence on India, a country I love. I thought it was definitely worth reading. I have not read the entire Mahabarata.
Robert Oppenheimer certainly read at least the Bhagavad Gita (and in the original Sanskrit!), for he gave a famous quote from it when the atomic bomb was successfully tested in New Mexico. Here’s what he said to NBC in 1965:
“I remembered the line from the Hindu scripture, the Bhagavad-Gita; Vishnu [a principal Hindu deity] is trying to persuade the prince that he should do his duty, and to impress him, takes on his multi-armed form and says, “Now I have become death, the destroyer of the worlds’. I suppose we all thought that, one way or another.”
5.) Don Quixote. 5oo million copies sold.
Often called the first modern novel, Don Quixote has galloped its way to 500 million copies sold since its publication in 1605.
Written by Miguel de Cervantes, this satirical tale of a delusional knight tilting at windmills is hilarious, tragic, and surprisingly modern. It pokes fun at idealism while also celebrating imagination, a tricky balance Cervantes somehow nailed, even way back then.
Yep, I’ve read it, and found it good but not great. My bad.
6.) A Tale of Two Cities. 200 million copies sold.
“It was the best of times, it was the worst of times…” and apparently, it was also one of the most read. Set during the French Revolution, A Tale of Two Cities has sold 200 million copies, making it Charles Dickens’ bestselling novel.
Yes, I read it, but think there are better works by Dickens, like Bleak House or David Copperfield.
7.) The Little Prince. 200 million copies sold.
The Little Prince has sold 200 million copies and remains one of the most translated works ever written. On the surface, it’s a children’s story. Underneath, it’s a poetic meditation on love, loneliness, and what really matters.
It’s the kind of book people reread at different stages of life, and somehow find something new each time.
Yes, I read it—twice, once when younger and once when I was over 40. I didn’t find much new the second time, and thought it was sappy. Sue me.
8.) The Book of Mormon. 190 million copies sold.
With 190 million copies sold, The Book of Mormon stands as another major religious text with global reach.
Published in 1830, it forms the foundation of the Church of Jesus Christ of Latter-day Saints. Its distribution has been driven largely by missionary efforts, making it one of the most actively shared books in modern history.
Yep, I read it, again while writing Faith Versus Fact. It’s a straight ripoff of the Bible, confected not by God but by Joseph Smith, who apparently loved the phrase, “And so it came to pass.” The only part worth reading are the two “testimonies” at the beginning, with 11 people swearing that they actually saw the golden plates. They were all lying. Here’s the second testimony (you can see the whole book here). Given the fraudlent way the book came to be, I always question the credibility of Mormons who think it’s true.
9.) The Lord of the Rings. 155 million copies sold.
One epic fantasy, three volumes, and 155 million copies sold.
J.R.R. Tolkien’s Middle-earth saga didn’t just entertain readers; it redefined fantasy as a genre. Elves, hobbits, detailed world-building, invented languages… all roads lead back to The Lord of the Rings.
Of course I’ve read it—who hasn’t? I watched part of one of the movies, and was not engaged, since I had the scenery and the characters in my mind from reading the book, and the movie didn’t match, though Gollum was good. The Hobbit is also an essential part of the Tolkien experience. You have to admire Tolkien for creating an entire fantasy world, complete with its own language—all while he was a professor.
10.) The Alchemist. 150 million copies sold.
Rounding out the list is The Alchemist, with 150 million copies sold. It stands as proof that modern books can still join legendary company.
Paulo Coelho’s spiritual fable about following your dreams resonates across cultures and ages. It’s short, simple, and endlessly quotable, a book people gift, recommend, and return to when they’re feeling lost.
This, along with The Little Red Book, is one of the two out of ten that I haven’t read. In fact, I haven’t even heard of it until now, though it was published in 1988, so I looked it up on Wikipedia. Here’s part of what I read:
The Alchemist (Portuguese: O Alquimista) is a novel by Brazilian author Paulo Coelho which was first published in 1988. Originally written in Portuguese, it became a widely translated international bestseller. The story follows Santiago, a shepherd boy, in his journey across North Africa to the Egyptian pyramids after he dreams of finding treasure there. It has since been translated into more than 65 languages and has sold more than 150 million copies worldwide. In 2009, Paulo Coelho was recognized by the Guinness World Records as the world’s most translated living author.
. . . The book’s main theme is about finding one’s destiny, although according to The New York Times, The Alchemist is “more self-help than literature”. The advice given to Santiago that “when you really want something to happen, the whole universe will conspire so that your wish comes true” is the core of the novel’s thinking. Coelho originally wrote The Alchemist in only two weeks, explaining later that he was able to work at this pace because the story was “already written in [his] soul.”
The NYT take, archived, is here. where Will Smith, who likes the book, calls it “real metaphysical, esoteric nonsense.” I don’t think I’ll be reading it: life is too short. But if you have read it, weigh in below. The author must be bloody rich!
I’ve recently finished three books, all recommended by my erstwhile editor at Viking Penguin, who knows her books. I enjoyed them all, and I’m reading another book now in preparation for travel (the last below):
We Don’t Know Ourselves: A Personal History of Ireland Since 1958, published in 2021 Fintan O’Toole. I wouldn’t have thought I’d be engrossed by a history of modern Ireland, but this book did the job. O’Toole, a respected Irish journalist and drama critic, decided to recount the modern history of Ireland from the year he was born up to the time of publication, with each chapter encompassing a period of time. As I said, I really liked the book and learned a ton, especially about the entangled and convoluted history of the Catholic Church and Irish politics during this period. Even in O’Toole’s youth and young manhood, the Church was enslaving children and unwed pregnant mothers, engaging in financial misdealings with the government, and oppressing the Irish (condoms were legalized only for married people in 1979, and for the unmarried in 1985; while abortions were illegal until just seven years ago). That the Irish came through all this shows their resilience.
Empire of the Sun, published in 1984 novel by the English writer J. G. Ballard. This is a “fictionalized biography” based on Ballard’s experiences as a youth in China when he was separated from his parents and interred in a Japanese prison camp near Shanghai for some years. The resourcefulness of Ballard, insofar as his depiction is true, is amazing, and the book engrossing. I gather that it was turned into a very successful 1987 film with a screenplay by Tom Stoppard and directed by Stephen Spielberg. You can’t do better than that pair. I must see the movie. However, I found I have a bit of a problem with biography turned into fiction, as I get distracted trying to separate truth from imagination. I should just let that endeavor go, but it somehow interrupts my reading.
Running in the Family by Michael Ondaatje, published in 1982. Ondaatje wrote the Booker-Prize-winning novel The English Patient, while Running in the Family is a somewhat fictionalized memoir of his youth in Sri Lanka and of two subsequent visits he made there as an adult. It seems to be more truthful than the two books above in terms of recounting what happened, and the characters are surely somewhat accurate, though bizarre. It suffers a bit in talking about only the rich, English-associated people of the country, so one doesn’t learn anything about the Sri Lankans (then “Sinhalese”) themselves. But as a portrait of upper-class “colonialist” life in the country it is colorful and absorbing.
Midnight in the Garden of Good and Evil by John Berendt (1994). I am visiting Savannah in mid-April with some old friends, and was told to read this book as preparation. It’s another “nonfiction novel,” about which Wikipedia says this:
The book’s plot is based on real-life events that occurred in the 1980s and is classified as non-fiction. Because it reads like a novel (and rearranges the sequence of true events in time), it is sometimes referred to as a “non-fiction novel.”
The characters are unbelievably colorful and eccentric, but they were apparently like that in real life. So far I’ve read about 120 pages and haven’t gotten into the main plot, but already the setting has made me eager to go to a renowned and beautiful city that I’ve never visited.
This of course is also a prompt for readers to let us know what they’ve read lately, and whether they liked it (I get a lot of suggestions from such comments). Your turn.
If you thought the current crop of satellite megaconstellations was bad, you’re going to be horribly disappointed by new proposals from both SpaceX and a company called Reflect Orbital. Their combined plans would fundamentally alter the night sky as we know it, and the global astronomical community is sounding the alarm - most notably letters from the Royal Astronomical Society (RAS), the European Southern Observatory (ESO), and the International Astronomical Union (IAU) strongly opposing the plan, which currently sits with America’s Federal Communications Commission (FCC) for approval.
The discovery of a Martian sarcophagus in Colorado in 1864: An oddball story, or consistent with the lore of the day?
Learn about your ad choices: dovetail.prx.org/ad-choicesIt's not often that astronomers can observe huge changes in a galaxy's brightness over the course of a few years. Most galaxies change in brightness (and other characteristics) over millions or billions of years. So, when images of the 10-billion-light-year distant galaxy J0218-0036 showed that it dimmed down by a twentieth of its previous brightness in just 20 years, observers were surprised. What could cause it to do that? That's not "normal" for AGN.
The ice giant Uranus is one of the most fascinating objects in the solar system, with its sideways rotation, intricate ring system, and unique family of moons. However, it is also one of the least explored objects in the solar system, owing to its extreme distance from the Sun. With NASA’s Voyager 2 spacecraft remaining as the only spacecraft to visit Uranus, scientists continue to design and envision mission concepts for returning to explore Uranus and its icy secrets.
Less than two days from now, NASA’s Artemis II mission is scheduled to lift off for its historic 10-day journey around the Moon, marking the first time humans have ventured beyond Low Earth Orbit for the first time since Apollo 17 in 1972, and possibly even set new distance records for traveling beyond Earth. However, Artemis II is only scheduled as a flyby mission and will not be landing humans on the lunar surface, with this endeavor being scheduled for later missions.
Astronomers studying the ultra-faint dwarf galaxy Pictor II have found an extremely chemically peculiar star that contains traces of elements created by the first stars in the Universe. It's called PicII-503, a "second-generation star" that is one of the most chemically primitive stars ever found.