We consider the problem of crystal materials generation using language models (LMs).

WIRED spoke with the Zoomer founders of a platform where AI agents hire humans to do real-world tasks. Their pitch: People would love to have a clanker as their boss. For centuries, people have catastrophized about robots taking away jobs. On February 1, the paradigm shifted: bots are jobs. Now, 518,284 humans--and rapidly counting--are offering their labor to AI agents on a new online marketplace called RentAHuman . There are classifieds to count pigeons in Washington ($30/hour); deliver CBD gummies ($75/hour); play exhibition badminton ($100/hour); and anything else you could possibly imagine that a disembodied agent couldn't do.

Things to Do in L.A. Canadian snowbirds are still unhappy with Trump. This is read by an automated voice. Please report any issues or inconsistencies here . Palm Springs relies heavily on Canadian tourists, who are declining to travel to the U.S. or shortening their stays because of Trump. The number of Canadian visitors to California plummeted more than 18% in 2025 compared with the year prior.

Jean-Paul Thorbjornsen is a leader of THORChain, a blockchain that is not supposed to have any leaders--and is reeling from a series of expensive controversies. We can do whatever we want," Jean-Paul Thorbjornsen tells me from the pilot's seat of his Aston Martin helicopter. As we fly over suburbs outside Melbourne, Australia, it's becoming clear that doing whatever he wants is Thorbjornsen's MO. Upper-middle-class homes give way to vineyards, and Thorbjornsen points out our landing spot outside a winery. "They're going to ask for a shot now," he says, used to the attention drawn by his luxury helicopter, emblazoned with the tail letters "BTC" for bitcoin (the price tag of $5 million in Australian dollars--$3.5 million in US dollars today--was perhaps reasonable for someone who claims a previous crypto project made more than AU$400 million, although he also says those funds were tied up in the company). Thorbjornsen is a founder of THORChain, a blockchain through which users can swap ...

Three books unpack our infatuation with prediction, and what we lose when we outsource this task to machines. To be human is, fundamentally, to be a forecaster. Trying to see the future, whether through the lens of past experience or the logic of cause and effect, has helped us hunt, avoid hunted, plant crops, forge social bonds, and in general survive in a world that does not prioritize our survival. Indeed, as the tools of divination have changed over the centuries, from tea leaves to data sets, our conviction that the future can be known (and therefore controlled) has only grown stronger. Today, we are awash in a sea of predictions so vast and unrelenting that most of us barely even register them. As I write this sentence, algorithms on some remote server are busy trying to guess my next word based on those I have already typed.

Nick Land believes that digital superintelligence is going to kill us all. In San Francisco, his followers ask: What if, instead of trying to stop an A.I. takeover, you work to bring it on as fast as possible? In the spring of 1994, at a philosophy conference on a run-down modernist campus in the English Midlands, a group of academics, media theorists, artists, hackers, and d.j.s gathered to hear a young professor give a talk at a conference called "Virtual Futures." It was ten o'clock in the morning, and most of the attendees were wiped out from a rave that had taken place in the student union the night before. But the talk--titled "Meltdown"--was highly anticipated. The professor, Nick Land, was tenured in the philosophy department at the University of Warwick, at the time one of the top philosophy programs in the U.K. Land had gained a cult following for his radical anti-humanism, his wild predictions about the future of technology, and his erratic teaching style. Soon, his academic presentations would become increasingly "experimental"; at a conference in 1996, he lay on the floor, reciting cut-up poetry in what an attendee described as a "demon voice" while jungle music played in the background.

An Indian university is facing backlash after one of its professors was caught falsely presenting a Chinese-made robot dog at a major artificial intelligence summit, it has reportedly since been asked to leave, as the institution's own. "You need to meet Orion. This has been developed by the Centre of Excellence at Galgotias University," Neha Singh, a professor of communications, told Indian state-run broadcaster DD News this week. The episode has drawn sharp criticism and has cast an uncomfortable spotlight on India's AI ambitions. The embarrassment was amplified by Electronics and Information Technology Minister Ashwini Vaishnaw, who shared the video clip on his official social media account before the backlash.

In this work, we study the performance of byte-level and subword-level autoregressive models when trained using a fixed compute budget.