logo
Mathematicians Are Getting Closer to Translating an ‘Alien Language'

Mathematicians Are Getting Closer to Translating an ‘Alien Language'

Yahoo09-06-2025

"Hearst Magazines and Yahoo may earn commission or revenue on some items through these links."
Here's what you'll learn when you read this story:
First proposed in 2012, the Inter-universal Teichmüller Theory (IUT) is a devilishly difficult math theory that experts describe as an 'alien language.'
Although only a few mathematicians around the world understand any small portion of IUT, a 28-year-old tech worker recently made significant gains toward decoding the theory.
This could help make progress in understanding math enigmas like the ABC Conjecture and Fermat's Last Theorem.
It's likely that you won't understand any of the mathematics in this article, but you'd be in good company—most mathematicians don't understand it, either. That's because we're talking about the famously difficult Inter-universal Teichmüller Theory (IUT), first proposed across 2,000 pages in 2012 by Japanese mathematician Shinichi Mochizuki and vigorously debated in the 13 years since: is it a revolutionary way of understanding mathematics or a complete waste of time?
The best way to think about IUT is that it's a completely novel understanding of mathematics that makes a drastic departure from the theorems taught in universities around the world. According to mathematics expert Kato Fumimot, speaking to the South China Morning Post (SCMP), the theory is almost an otherworldly creation.
'Imagine an alien coming to Earth who can only speak an extraterrestrial language,' Fumimot told the SCMP. 'If he were to give a speech in front of a large group of Earthlings, surely no one would understand what he is saying, and no matter how many times he repeats it, there would be no progress.'
Whole branches of mathematics have been set up to try to interpret the secrets of IUT. According to some estimates, only two dozen or so mathematicians in the world can even begin to understand this mysterious language. However, it seems that a promising new mathematician may have recently been added to their number.
Zhou Zhongpeng isn't a learned professor or noted mathematician, but a former doctoral student turned tech worker—one that happens to be obsessed with learning IUT. After decoding key elements of IUT and proposing novel refinements and explanations of the ABC conjecture, he sent his work—uploaded to the preprint server arXiv—to the theory's creator, Mochizuki, and Ivan Fesenko, one of the few mathematicians who has made some headway in understanding IUT. According to SCMP and Interesting Engineering, Fesenko immediately reached out to Zhou and told him to fly to his campus in Westlake University in China. Zhou promptly quit his tech job and began working with Fesenko.
If mathematicians at large are ever able to truly learn IUT, they could be able to find more efficient solutions to some of the field's most devilish problems. Take, for example, Fermat's Last Theorem. Formulated in 1637 and named after French mathematician Pierre de Fermat, the theorem states that no three positive integers (a, b, and c) can satisfy the equation an + bn = cn where 'n' is greater than two. Although this seems simple, it took more than 350 years to prove it, and the solution ran 130 pages long. Zhou's work could solve such a theorem in fewer steps and also prove useful for other mathematical enigmas.
For now, IUT remains a mostly an 'alien language.' And because so many of the theory's adherents live in Japan, New Scientist says that, effectively, the proof is only true in that country. Only time will tell whether that claim spreads to eventually envelop the world.
You Might Also Like
The Do's and Don'ts of Using Painter's Tape
The Best Portable BBQ Grills for Cooking Anywhere
Can a Smart Watch Prolong Your Life?

Orange background

Try Our AI Features

Explore what Daily8 AI can do for you:

Comments

No comments yet...

Related Articles

NASA spacecraft around the moon photographs the crash site of a Japanese company's lunar lander

time2 days ago

NASA spacecraft around the moon photographs the crash site of a Japanese company's lunar lander

CAPE CANAVERAL, Fla. -- A NASA spacecraft around the moon has photographed the crash site of a Japanese company's lunar lander. NASA released the pictures Friday, two weeks after ispace's lander slammed into the moon. The images show a dark smudge where the lander, named Resilience, and its mini rover crashed into Mare Frigoris or Sea of Cold, a volcanic region in the moon's far north. A faint halo around the area was formed by the lunar dirt kicked up by the impact. NASA's Lunar Reconnaissance Orbiter captured the scene last week. The crash was the second failure in two years for Tokyo-based ispace. Company officials plan to hold a news conference next week to explain what doomed the latest mission, launched from Cape Canaveral in January. ___ The Associated Press Health and Science Department receives support from the Howard Hughes Medical Institute's Department of Science Education and the Robert Wood Johnson Foundation. The AP is solely responsible for all content.

I tested Perplexity vs Google AI overview with 7 prompts — the results were shocking
I tested Perplexity vs Google AI overview with 7 prompts — the results were shocking

Tom's Guide

time2 days ago

  • Tom's Guide

I tested Perplexity vs Google AI overview with 7 prompts — the results were shocking

Search is undergoing a profound change. For decades, Google has dominated the web search world, with some 90% of all searches funnelled through the massive Google machine. But suddenly, with the arrival of artificial intelligence, things are starting to change, and seriously so. Not only are people increasingly using AI products like ChatGPT as their default search tool, but companies like Perplexity are also building businesses around search services. The idea is to combine the power of AI analysis with the huge amount of conventional search data available at the end of a cursor. But Google is fighting back. The company has recently released an advanced search function called AI Overviews, which aims to bridge the two disciplines and deliver the kind of informed search results the market demands. It's a new kind of search on steroids. So how do the two approaches compare in everyday use? We take a look at Google's new AI Overviews and compare the results to Perplexity AI, to see which gives a better bang for the buck. Prompt: Summarize the key contributions of John McCarthy, Geoffrey Hinton and Noam Shazeer to the development of artificial intelligence. We thought we'd start with something close to home - a look at the architects of AI from the past. First impressions are that Google delivers a competent but fairly traditional results page from this request. Its answer of 238 words covers all the basic points and gives a good overview of the points as you'd expect. Perplexity delivers over 400 words, but it's more than just the quantity that's impressive. It's the fact that the results are laid out in a much more engaging manner, with the user being encouraged to explore additional information in a variety of different ways. They can explore related data, look directly at the sources and even regenerate the results to get a different perspective. Where Google seems to do the bare minimum, Perplexity really seems to add user value. Get instant access to breaking news, the hottest reviews, great deals and helpful tips. Google 4/10 Perplexity 7/10 Prompt: Create a 3-day itinerary for a first-time visitor to Tokyo on a modest budget. The user is interested in Japanese culture and food, but wants to avoid tourist traps. This is a real kicker, a stark example of the old versus the new. Google completely fails to deliver any meaningful response, but instead retreats to a standard Google search. The answer merely features a selection of third-party websites offering tour advice. This is obviously beneficial to Google as it will no doubt allow it to earn ad revenue. Perplexity, on the other hand, delivers a glorious 1000 words of real down-to-earth itinerary. This includes gorgeous photos, maps and itemized costings, which will be more than enough for the user to get a great idea of the proposed experience. Google 2/10 Perplexity 9/10 Prompt: What is the technology behind noise cancelling headphones? Once again we can see the difference between traditional search results and new style AI analysis, although in this case the difference is not so great. Google's results are very credible with 186 words of explanation, along with a useful YouTube video. Perplexity, however, takes it to a more advanced level. The explanation is roughly the same, but the prose is much more accessible to a layperson. Instead of using the word 'inverse', for example, the app chooses to use simpler English to explain how sound is cancelled. It's a subtle but important use of 500 words to achieve a more understandable answer. Google 6/10 Perplexity 8/10 Prompt: Explain the 'double-dig' method of garden bed preparation and contrast it to no-till farming This is quite an obscure test, involving little-known agricultural techniques. But for gardeners it's a very important topic. Google's response is very workmanlike and informative, and uses 260 words to deliver a good answer to the question. The use of Reddit and the Royal Horticultural Society (RHS) are also great sources, which add authority to the answer. Unfortunately for Google, Perplexity once again matches and exceeds in response quality. The RHS and Reddit are also mentioned, as is YouTube. But two things really make this answer stand out. First, the use of a great table to explain the differences at a glance and, most importantly, a conclusion, which gives a clear indication as to why no-dig is increasingly considered the better solution. Google 7/10 Perplexity 8/10 Prompt: What are the primary compliance challenges for a US-based tech startup under the EU's AI Act? This request pushes search to the limits of topicality and obtuse legal documents. Surprisingly, Google's results are very lackluster. The search engine offers up a 57 word March 2025 'featured snippet' from an obscure third-party publication, and that's it. It shows no interest in digging deeper into the topic for the user. Yet again Perplexity tries harder. We're talking 600 words set in a beautiful bullet point format, running through the main challenges and issues surrounding compliance. Along with 9 easily accessible sources and a handful of related subject matter links. Masterful. Google 2/10 Perplexity 8/10 Prompt: What does the history and potential future of blockchain and cryptocurrency look like? This prompt clearly demonstrates why Google's AI Overview is unfortunately not really ready for prime time. The original prompt was something like 'explain cryptocurrency to a fifth grader', but when tested Google couldn't handle it and served up a lame Quora snippet. It's only when we changed the prompt to this one that AI Overview kicked into action, and delivered a reasonable result. It's obvious there's not that much AI involved in AI Overview yet. Interestingly though, this was probably Google's best result. We got 400 words of densely packed information covering the topic clearly and succinctly. Perplexity was also good, providing 600 words and a nice table. Not much to choose between the two then. Google 8/10 Perplexity 8/10 Prompt: What kind of cat is this? For the final prompt we thought we'd go with something a little more exotic. Both search platforms support image upload, so what better than to upload a friendly looking cat to get some more information? Google takes the uploaded image as a prompt to display a page full of similar images, which aligns with its original image matching search. But a re-prompt of 'what kind of cat is this' then delivered a very short four line answer which, although correct, was not super helpful. Perplexity's response was 246 words, with bullets points, covering coat pattern, fur, and the breed. Even a fun fact (calico cats are almost always female). Engaging and informative. Google 3/10 Perplexity 7/10 The king is dead, long live the king? Based on this showing, the rumors could indeed be true. The mighty Google may in fact be on the way to losing its grip on the world's search traffic. Is this the end of an era? Time will tell. However if there's one thing we've learned over the years, it's never to discount the ability of the Google empire to strike back. Uniquely in the world, the company has the compute power, the data and the legendary AI pedigree to surprise us all. Test Notes. It should be noted that we did not use any of the advanced Perplexity functions, but kept to the basic default service. Which make the results even more impressive. It's also important to recognize the fact that AI can get things wrong. Both services feature disclaimers which stress that users should not assume AI search responses are factually correct. This is an early technology finding its feet, users should take care.

Earth's Magnetic Field Might Weirdly Be Controlling the Air We Breathe, Scientists Say
Earth's Magnetic Field Might Weirdly Be Controlling the Air We Breathe, Scientists Say

Yahoo

time2 days ago

  • Yahoo

Earth's Magnetic Field Might Weirdly Be Controlling the Air We Breathe, Scientists Say

"Hearst Magazines and Yahoo may earn commission or revenue on some items through these links." Here's what you'll learn when you read this story: Earth's oxygenated atmosphere and magnetic field make life possible, but scientists have discovered that there's a hidden link between the two that's stronger than we originally imagined. Comparing 540 million years of data from charcoal deposits and magnetic crystals formed from ancient volcanic eruptions, scientists found that the processes creating both increase at the same rate over time, and even experience the same jump in activity levels around 330 million years ago. Scientists aren't yet certain which mechanism is impacting the other—or if there is a third mechanism impacting them both. If you list all of the things that had to go right to make life on Earth possible, our minuscule existence (cosmically speaking) seems all the more amazing. Our Sun is a G-type star with moderate radiation output that doesn't tidally lock our planet. The Earth is situated in our Sun's habitable zone. The planet has maintained a robust atmosphere for hundreds of millions of years, and the dynamo at the planet's heart generates a magnetic field that protects us from the most harmful effects of space radiation. Earth truly is a paradise for life. Although scientists have known about these life-giving aspects of Earth for centuries, they're still discovering surprising connections between them. In a new study published last week in the journal Science Advances, scientists from NASA, the University of Washington, and the University of Leeds in the U.K. discovered a surprising connection between two of Earth's most important life-sustaining features—its oxygenated atmosphere and its magnetic field. It's hardly surprising that the existence of one of these features might impact the existence of the other. After all, Mars (which is also in the Sun's habitable zone) used to have an atmosphere, but without a robust magnetic field, the Red Planet eventually lost that atmosphere to the unrelenting lashing of solar winds. However, the authors of this new paper found that, on Earth, the correlation between these two systems runs much deeper than we previously imagined. 'We find that both exhibit strong linearly increasing trends, coupled with a large surge in magnitude between 330 and 220 million years ago,' the authors wrote. 'Our findings suggest unexpected strong connections between the geophysical processes in Earth's deep interior, the surface redox budget, and biogeochemical cycling.' Analyzing data stretching back to the Cambrian some 541 million years ago, the researchers found that the rise in Earth's magnetic field and the rise in its oxygen levels were very closely aligned—slowly increasing overtime, except for one bout of increased activity lasting from 330 million to 220 million years ago. To map this comparison over the course of hundreds of millions of years, the researchers couldn't rely on direct data—there is no such record for atmospheric oxygen levels, for example. However, they could track the strength of wildfires, which show up as charcoal deposits in the geologic record. This would provide a clue, since a stronger, longer-lasting fire means that there was more oxygen in the atmosphere to fuel said fire. To compare this record with Earth's magnetic field history, the team analyzed certain magnetic crystals that formed in ancient volcanoes and—due to their composition—essentially act like a 'compass frozen in time,' according to Nature. Once plotted side-by-side, the team noticed that the two processes largely increased in lockstep with one another, and even experienced the same increase 330 million years ago. Interestingly, this coincides with the formation of Pangea, though scientists aren't sure exactly if the formation of the supercontinent is related to the increase or a coincidence, as the data does stretch back far enough to compare levels to other supercontinents in Earth's history. So, what's going on here? Well, the researchers aren't exactly sure, but they have a few guesses. The most likely one is that Earth's magnetic field directly impacts oxygen levels, as it protects Earth (and oxygen-producing plants) from solar radiation. However, it's also possible that increased oxygenation coupled with plate tectonics—which drive oxygen toward the liquid outer core that produces the magnetic field—could also play a role. The authors also aren't ruling out the idea that a third, currently unknown mechanism could provide an explanation for this steadily upward trend. 'One single mind cannot comprehend the whole system of the Earth,' Ravi Kopparapu, a co-author of the study from NASA, told Live Science. 'We're like kids playing with Legos, with each of us having a separate Lego piece. We're trying to fit all of it together and see what's the big picture.' While 540 million years is an unfathomably long time compared to our human lifespan (or even our species' existence), it's only around 12 percent of Earth's entire existence, so these trends could simply be coincidental. All we can do is continue searching for answers among the clues that we do have, and try to grasp just how wondrous our home planet really is. You Might Also Like The Do's and Don'ts of Using Painter's Tape The Best Portable BBQ Grills for Cooking Anywhere Can a Smart Watch Prolong Your Life?

DOWNLOAD THE APP

Get Started Now: Download the App

Ready to dive into a world of global content with local flavor? Download Daily8 app today from your preferred app store and start exploring.
app-storeplay-store