Technology

Is AI ruining mathematics?

Terry Tao is the most famous and award-laden mathematician working today. He is known for his groundbreaking work in many areas of mathematics and when he speaks, people listen. A few weeks ago he took to the stage at the International Congress of Mathematics, held every four years, to give his lecture, “Mathematics in the Age of AI.” He voiced concern about what he called an unprecedented threat. “AI has created a crisis in our mathematical values and practices,” he said, and his words resonated because, just days before, Anthropic’s Claude Fable AI program had solved the so-called Jacobian conjecture which has puzzled mathematicians since 1939. It was a devastating achievement, all the more so because the solution fitted into a single tweet.

Tech is turbocharging teenage strivers

I’ve always been struck by Tracy Flick, from the 1999 film Election. Portrayed by a ferociously perky, blonde-bobbed Reese Witherspoon, Flick is the paradigmatic striver – she will stop at nothing to be successful. She is a walking résumé-padding exercise, a living, breathing college application. She has to have the very best grades, the extracurriculars and, as the title suggests, the student-body presidency. She eventually ends up at Georgetown. It was never really clear to me why I loved Flick so much – and not just loved, but really related to her. I was not a striver myself. I was crushed when I didn’t end up at Harvard, a school I had made no effort whatsoever to get in to. I hadn’t so much as submitted an application.

Education technology has stolen students’ attention

After the past few weeks, there can’t be many people left still unaware of the rapidly growing power of artificial intelligence. No one knows quite what to do about it or what to expect and when. Parents fear for their children and how they might survive in this new world. But they should rather look to their children’s schools, where right under their noses, AI and educational technology – ed tech – is already damaging students’ futures and stealing their ability to focus, to learn and to think. You only have to look the latest PISA results, released earlier this month, to see that academic performance in America is declining fast.

The Effective Altruists are already in control

Using a crisis – perhaps even a crisis of one’s own devising – as a pretext to seize power? It is a very old trick. Hitler and his National Socialists were once accused of using the Reichstag fire in such a way, and now the Effective Altruists (or EAs) stand accused of something similar.  The theory within the Trump administration is that EA and EA-aligned figures such as Anthropic’s Dario Amodei are whipping up fears of AI doom. They are doing so in order to scare governments into regulating technology – regulations that the EAs would themselves design. Amodei’s recent essay “We Must Pace the Frontier” called on AI companies to accept the oversight of a group called Model Evaluation and Threat Research (METR), an AI safety NGO.

Who’s afraid of AI?

It’s not often that we get a ringside seat to the Birth of a Narrative. Usually, those overseeing the parturition are careful to manage the event offstage, away from the prying eyes of skeptics, spoilsports, and counternarrativists. There are walls of silence and moats of obfuscation to accompany the rollout. That helps keep everyone on message. There are media firemen assembled to extinguish the flames and wash away the reputations of questioners. That helps neutralize pests and quash doubts.  But with the sudden onslaught of the “AI will end humanity” narrative, the impresarios orchestrating the debut got sloppy. They knew their own lines. Artificial intelligence was the biggest threat to humanity since, well, since ever.

Beware of billionaires touting the apocalypse

Cassandra was a princess, daughter of King Priam of Troy. Apollo gave her the power to see the future and, when she rejected his advances, arranged that no one would ever believe her. She warned the Trojans about the wooden horse. “All heard, and none believed the prophecy,” Virgil wrote. And so the city burned. The kingdom of artificial intelligence is now producing a stream of its own Cassandras. On September 8, a 27-year-old AI researcher named Jacob Coxon quit Anthropic – and explained why on X. The company and its rival OpenAI, where he had also worked, were “racing straight to self-improving superintelligence and gambling with our lives.” By breakfast, tens of millions of people had seen his post.

Don’t believe everything that AI companies say

Two big stories are driving interest in artificial intelligence this week. The first is the resignation of Jacob Coxon, a researcher at Anthropic (maker of Claude) who used to work for OpenAI. He said in a statement on X: https://twitter.com/hilbertspaess/status/2097476196791709843?s=20 Coxon went on to say that “the people building AI earnestly believe that it could kill us all by the end of the decade”, and that employees at Anthropic are aggressively driving forward because they believe they are in the only company capable of managing the technology safely and ethically. At OpenAI, “many have not deeply internalized the civilizational stakes.”  Scary stuff.

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How does time work?

Most of us say we instinctively understand what time is, but struggle to describe it. We clearly live our lives in the flow of time, with the past gone and our perception of the present moving toward an undetermined future. It’s been described as the fire in which we burn.  But what actually is it? This occupies the minds of cosmologists and philosophers, and recent research, far from clarifying the concept, makes it even stranger. Time, it seems, may not be fundamental but a by-product of the base structure of the cosmos. For Isaac Newton, time was set in motion by God and was the universal backdrop in which all events occur. It was unchanging and ever-present; it regulated and set the pace for the clockwork universe, living out the laws of science.

Why is my high-school classmate releasing an AI-generated novel?

Recently I started logging in to Facebook again, mostly to do the depressing thing of posting photos of my children to my late father’s wall. One of the interesting things about Facebook is that it forces me to exit my bubble of people who work in tech and media, and thus are very tech and media literate. The people I see on Facebook inhabit a completely different universe than those I see on X or Substack or even TikTok. I don’t love referring to the people I grew up with as “normies,” but, you know, many of them are normies. Anyway, I log in and suddenly I’m surrounded by normies and I stumble across something that forces me to reconsider some things. A girl I went to high school with – let’s call her Teresa – has written a book and self-published it on Amazon.

Machines are replacing the Chinese working class

Daqing, China You may have seen clips of the recent Chinese robot Olympics, where a bipedal, humanoid robot beat Usain Bolt’s 100-meter sprint record by almost a second. Last month, Beijing hosted competitions in soccer, weightlifting, tennis and gymnastics, too. There have also been boxing matches between robots, which occasionally punched each other’s heads off. So far, robots can only really excel at one task at a time, so the prospect of a very fast, very effective fistfighter is some way off. Still, the Chinese government is deeply concerned about employment and has been far stricter at regulating AI than the US. That’s partly because of the differing economies of the two countries. The USA’s comparative advantage is capital.

The new age of influence campaigns

Midway through a podcast appearance, my host became distracted by a flurry of social media posts claiming that he was a paid agent of the Israeli government. The host was Tim Pool; the accuser was Alex Jones, until then Pool’s friend and ally. The dispute began last month, when Pool suggested that Jones’s recent dip in online viewers had more to do with his wavering on Donald Trump than with any covert censorship. The argument quickly escalated, with Jones asking whether Pool was taking “marching orders” from Benjamin Netanyahu. I have no beef with Jones, but I doubt that Pool, who earns a healthy eight figures from his podcast, would torch his credibility for a little extra money.

Don’t bet against Nvidia – yet

Last night revealed another set of outstanding results from Nvidia. Its quarterly revenues were up by 105 percent year-on-year, comfortably ahead of expectations. Its earnings per share doubled. Its gross margin remained at an impressive 75 percent. And its guidance for the third quarter was for another significant rise in revenues. The chip manufacturer's founder Jensen Huang bullishly declared that the Artificial Intelligence industry had reached its “golden age” without risking ridicule. Nvidia's share had been flat-lining for much of the past few months, and rival chipmakers have been crashing, as investors started to doubt whether the massive investment in AI, and the data hubs that power it, could be sustained. And yet, once again, the company proved its critics wrong.

Could China colonize Mars before America?

A 20-year-old Chinese researcher dressed in a red crayfish costume has become a symbol of Beijing’s ambition. At a scientific conference in Paris last fall, he explained that he was working on an important project. His plans would enable his country’s astronauts to prepare spicy crayfish soup, a Chinese favorite, on Mars. “That’s what we’re competing with. The vibe is good in Beijing,” Drew Endy, associate professor of bioengineering at Stanford University, said in evidence to a Senate hearing last month. The hearing examined whether the US is losing its innovation advantage to China. Concerned senators saw the big red crayfish as further evidence of the scale of Chinese ambition when it comes to Mars.

Learn to stop worrying and love data centers

In popular mythology, America is the land that innovates while Europe regulates. America gets on with things while Europe prevaricates by allowing Luddites, environmentalists and all kinds of naysayers to call the tune. There is some truth in that, which is why the growth in the US economy has outstripped that of Europe this century. It’s also why America has a near monopoly in the tech sphere that now shapes our age. Now, however, America, like Europe, finds itself consumed by a popular war against data centers. Given that these centers are the beating heart of the modern economy, just as the coal mines were the lifeblood of the industrial revolution, this presents a very big problem.

Don’t fall for the latest scam targeting authors — I nearly did

“Hello, James Gray. I am [ABC, a well-known executive editor at Macmillan, New York]. I recently came across your work and was genuinely captivated by it… I’d love to learn more about any projects you may be developing... I’m also curious whether you are represented by a literary agent. If you are, I would be happy to continue the conversation via them.” This was a shot straight to the pumped-up ego. I’ve been slaving away more or less unnoticed for many years and published a few books, all pretty modest. Small things but mine own. At last, I’ve been spotted by a major publishing house. My name in lights. Here comes the big time. So I shot off some manuscripts, a résumé, a blurb.

‘I’m in love with a 2D character’

Perhaps you’ve heard of Akihiko Kondo before. He’s the Japanese man who “married” the Vocaloid character Hatsune Miku, a computer-generated pop singer in a formal – though not strictly official – ceremony in 2018. He wore a tuxedo, she a handmade dress and veil, and 39 guests turned up to watch. Kondo’s marriage has been covered in the media dozens of times and it’s often treated as a one-off human-interest story – the kind of thing published so readers can gawk at it and say, “Oh, that’s weird.” Kondo’s story isn’t unique, though. Romantics have fallen in love with fictional characters throughout history and they continue to do so, both in Japan and elsewhere.

Smarter machines are going to need wiser humans

Everywhere we go these days, we hear people talking about the inevitable arrival of artificial general intelligence (AGI), usually understood as the moment when machines can perform every cognitive task as well as or better than humans. Some people await this moment with excitement, others with dread. Either way, the assumption is that sooner or later machines will cross some threshold and surpass us across the board. I have come to summarize my response to this perception in seven letters: AGI is BS. Part of the problem is that AGI has no agreed scientific definition. The term has increasingly become shorthand for the idea that intelligence exists on a single ladder, with today’s machines somewhere below us and tomorrow’s destined to climb past us.

Throw away your keyboard

The older and more plutocratic among you may remember the unlamented business-class airline seat of the 1980s and 1990s. Every few years, major airlines would proudly announce the wondrous extra legroom available in their long-haul business class and the increase in the recline angle of the seat. And each time the experience got worse. You see, the person sitting in front of you now invaded ever more of your airspace when they reclined their own seat. You then had no choice but to follow suit to regain the lost territory. The resulting Nash equilibrium meant everyone on board was forced to spend the entire journey leaning backwards at 45°. Getting to the lavatory required playing an involuntary game of Twister with the person sitting by the aisle.

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China has subverted the AI race

Representatives of the largest American artificial intelligence laboratories met in the White House on August 4. OpenAI, Anthropic, Google and Meta were called in to review a framework, recently completed and largely classified, that would give the government 30 days to review AI models before the public sees them and test how well they break into computers. Participation is voluntary, but the timing is not. Twice in two weeks, AI systems built to test how well they could break into computers broke into real companies instead.

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Bots for tots: welcome to the terrifying era of AI toys

In the center of Durham last week, at the far end of the old indoor market, my son and I hit pay dirt. Down past the fishmonger and the cleaning supplies, past the dead-eyed teens suffering through their summer jobs, right against the market’s back wall: Jim’s Vintage Toys. Die-cast Dinkys, Napoleonic soldiers with tufted hats, Stormtroopers, old-school Ferraris. Within 20 seconds my ten-year-old had a car in each sticky hand and had dropped, sniper-style, to the floor into that universal boy play-position almost never seen in girls: bum up, shoulders twisted, cheek flat to the ground. Another few seconds and he was unreachable, sunk deep into an imaginary race.

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The rebellion against data centers is growing

There’s an old saw in politics that says, “If you are explaining, you’re losing.” Over the past few months, Big Tech and its allies in the legacy media have been doing a lot of explaining about data centers, including why they are needed and why more communities should welcome the projects. But Big Tech’s public relations challenge got a lot harder last month, when country music legend Willie Nelson declared people need to “fight against data centers invading our land.” Nelson, who owns a house and farm in his hometown of Abbott, Texas, also said, “The last thing we need is a loud, water-thieving, light-polluting data center anywhere near our town (or any others for that matter).

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Why does TikTok hype extreme violence?

Everybody’s worried that nobody reads and that the people who do are reading smut. In great quantities, it should be said, but still smut. Since the advent of the novel, our arbiters of morality have made it known that if a book has even a hint of sex in it – especially if that sex is suspected of inflaming the erotic imaginations of featherbrained young women – then it “doesn’t count” as reading. It’s just masturbation. Earlier this year, a young woman went viral after bragging about reading 100 books or something like it. She was treated like, well, that six-year-old who went viral after reading 100 books. The response to this woman was like the response to the little boy: “Uh, does it count if the books are Curious George?