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Welcome to AI Decoded, Fast Company’s weekly newsletter that breaks down the most important news in the world of AI. I’m Mark Sullivan, a senior writer at Fast Company, covering emerging tech, AI, and tech policy. This week, I’m focusing on what AI pioneer Yann LeCun’s new company will likely build after he departs from Meta. I also look at Marc Andreessen’s jab at the Pope on X, and at “Fei-Fei Li’s” view of the AI world since 2012. Sign up to receive this newsletter every week via email here. And if you have comments on this issue and/or ideas for future ones, drop me a line at sullivan@fastcompany.com, and follow me on X @thesullivan. Yann LeCun’s departur…

Verizon is planning to cut about 15,000 jobs in the telecommunications company’s largest-ever layoffs as part of a restructuring under its new CEO, a person familiar with the matter told Reuters on Thursday. The layoffs, affecting about 15% of its workforce, are set to take place as soon as next week, the person said. Verizon’s shares rose about 1.4% on the news. They have largely stagnated over the last three years, with a gain of 8% compared with the S&P 500’s near-70% rise. A Verizon spokesperson declined to comment. The cuts, following the appointment of former PayPal boss Dan Schulman as CEO in early October, are aimed at its non-union management …

Speaking multiple languages may protect both your brain and body by slowing down the biological aging process, increasing resilience as you get older, according to a new international study. Published in Nature Aging journal, the paper, titled “Multilingualism protects against accelerated aging in cross-sectional and longitudinal analyses of 27 European countries,” looked at data from 86,149 Europeans and found that those who spoke multiple languages experienced slower biobehavioral aging compared with those who only spoke one language. It concluded that speaking multiple languages may slow the biological processes of aging and protect against age-related decline.…

While I’m happy to extol the powers of the written word, sometimes you need a little something extra to get your point across. I’m not just referring to pictures, either, but also to annotations, flowcharts, and freeform drawings. These illustrative tools can be a powerful way to convey your message, whether by themselves or on top of an existing image. Allow me to (*ahem*) illustrate exactly what I mean, using a free tool that might end up being the image-editing, markup-magic-creating supplement you never knew you needed. This tip originally appeared in the free Cool Tools newsletter from The Intelligence. Get the next issue in your inbox and get ready to di…

A reader writes: I have a new employee who is refusing to do some parts of her job. She hasn’t done this with me directly, but when I left for a week’s vacation, I gave very clear guidance on what she should be working on. That included learning to use some of our equipment, practicing her job skills, and reviewing training videos with the team. Unfortunately, while the other team members were focused on the training videos, she was watching personal videos on her phone. Each team member later told me separately that when they asked her to participate, her response was, “No, I’m not going to do it.” What should I do now? Minda Zetlin responds: Unless your …

New locker rooms. Rows of seats removed. Every last Real Madrid sign hidden from sight. These are just some of the measures the National Football League took to transform one of the world’s most iconic soccer stadiums for a matchup between the Miami Dolphins and the Washington Commanders. On November 16, the two teams will compete on the field of Real Madrid’s Santiago Bernabéu, though the pitch won’t look anything like its usual self. To get the field ready, the NFL spent $2.32 million on a series of temporary renovations. The most fundamental change was to the playing surface itself. Since soccer pitches are shorter than American football fields, the playing field h…

In early 2022, the meal delivery company I founded, Tovala, went out to raise $100mm from venture capitalists. Our business could not have been hotter. We’d crossed $110mm of revenue, growing over 100% YoY. We had retention that was 3–4 times better than other meal delivery services. We had low awareness, lots of room for product innovation, and a seemingly clear path to an IPO. Then the war broke out in Ukraine, and capital markets started to get spooked. All of the sudden, fast-growing, unprofitable consumer businesses were out of vogue. We managed to raise $32mm, not a small sum, but it felt like a failure. It ended up being the best thing that ever happened to…

Five students at U.S. military academies and three each from Yale University, Harvard University, and the Massachusetts Institute of Technology are among the 32 American winners named Sunday as 2026 Rhodes scholars. The group includes students focused on housing, health outcomes, sustainability, and prison reentry programs. They include: Alice L. Hall of Philadelphia, a varsity basketball player at MIT who also serves as student body president. Hall, who has collaborated with a women’s collective in Ghana on sustainability tools, plans to study engineering. Sydney E. Barta of Arlington, Virginia, a Paralympian and member of the track team at Stanford Universit…

Beep, beep: Amazon is making a bigger move into the market for used vehicles. The retail giant and Ford Motor Company announced a partnership today which will mean car buyers in three major cities can shop for, finance, and purchase a certified pre-owned Ford vehicle on Amazon Autos. This new partnership is initially launching in Los Angeles, Seattle, and Dallas, with plans to expand, and will allow customers to complete all steps of the car-buying process online before scheduling a pickup time at a participating dealer and signing the paperwork. “The addition of Ford certified pre-owned vehicles to Amazon Autos represents an exciting expansion of our store, givi…

The most enduring leaders aren’t the ones with flawless résumés. They’re the ones who’ve been tested, humbled, and reshaped by failure. From an early age, I trained intensively to become a professional ballet dancer. Ballet wasn’t just a passion. It was my identity, my future, my entire world. Until an audition in Vienna changed everything. A sudden injury ended the career I had spent years building. That moment could have marked the end of my story. Instead, it became the beginning of a new one. I pivoted into finance and marketing, building a career at American Express and Amazon. Today, I advise boards and CEOs on succession, governance, and talent strategy at …

Over the last decade, dozens of cities have reshaped streets around cycling and slower, safer, healthier travel. Take Paris: at rush hour, boulevards that were once packed with cars are now filled with thousands of people on bikes, newly planted trees, and cleaner air. In a detailed new analysis, the urban design consultancy Copenhagenize ranked 100 global cities on how far they’ve come to make it easier to bike—examining everything from changes in bike infrastructure to whether cities are promoting cargo bikes for delivery and teaching kids to bike in school. Nearly all top-ranked cities are in Europe, where strong pro-bike policies have lowered speed limits, ad…

For technology adopters looking for the next big thing, “agentic AI” is the future. At least, that’s what the marketing pitches and tech industry T-shirts say. What makes an artificial intelligence product “agentic” depends on who’s selling it. But the promise is usually that it’s a step beyond today’s generative AI chatbots. Chatbots, however useful, are all talk and no action. They can answer questions, retrieve and summarize information, write papers, and generate images, music, video, and lines of code. AI agents, by contrast, are supposed to be able to take actions on a person’s behalf. But if you’re confused, you’re not alone. Google searches for “agenti…

Across the country, data center demand and construction have been skyrocketing throughout 2025. And so has local opposition to those projects. From Indiana (where a developer withdrew its application to build a data center on more than 700 acres of farmland after local opposition) to Georgia (where now at least eight municipalities have passed moratoriums on data center development), residents and politicians are pushing back against the water- and energy-hungry sites. Between late March through June of this year alone, 20 data center projects, representing about $98 billion in investments, were blocked or delayed in the United States, according to a new rep…

Caralynn Nowinski Collens, Ramille Shah, and Adam Jakus spent years developing an innovative technology to regenerate injured bone. The results, they thought, were . . . okay. The company they founded, Dimension Bio, received clearance from the Food and Drug Administration for its approach: providing a 3D-printed lattice or “scaffold” for new bone to grow in. However, it didn’t form new bone fast enough to compete with established treatment methods, such as transplanting a patient’s own bone tissue. But Collens, Dimension’s CEO, sees the experience as a net positive, validating the company’s technology and processes with the FDA. That could help the Chicago-based star…

For those of us who earn a living publishing content on the open internet, Amazon’s lawsuit against AI startup Perplexity can seem darkly amusing. Perplexity is among the many AI companies that has spent years extracting value from the internet in exchange for little. Its crawlers have synthesized endless amounts of content from publishers, even working around publishers’ attempts to block this behavior, all so Perplexity can summarize content without having to send traffic to the websites themselves. Now Perplexity and its rivals are going a step further, with a new wave of AI browsers that can navigate pages automatically. Perplexity has Comet, OpenAI has ChatGP…

The Labor Department said Wednesday that it will not be releasing a full jobs report for October because the 43-day federal government shutdown meant it couldn’t calculate the unemployment rate and some other key numbers. Instead, it will release some of the October jobs data — most importantly the number of jobs that employers created last month — along with the full November jobs report, now due a couple of weeks late on Dec. 16. The department’s “employment situation” report usually comes out the first Friday of the month. But the government shutdown disrupted data collection and delayed the release of the reports. For example, the September jobs report, now co…

Strategy textbooks taught us that sustainable competitive advantage that commanded premium prices was best protected by powerful barriers to entry. Build a moat, create switching costs, leverage access to high costs of entry, own distribution channels, and it would be difficult for startups to compete for your markets. But the forces of disruption operate by different rules, systematically destroying the very foundations of pricing power by making the previously difficult and expensive suddenly easy and cheap. The basis of competition changes, from excellence along well understood dimensions of merit to “good enough.” The ‘good enough’ revolution in pricing I have …

Before Wicked opened on Broadway in October 2003, the musical’s production team took the show to the Curran Theatre in San Francisco for what’s called an “out of town tryout.” The five-week run allowed the producers, writers, and director to work out the kinks ahead of the show’s Broadway debut. During the San Francisco run, University of Southern California film student Jon M. Chu happened to be home for the weekend visiting his parents, who owned a Chinese restaurant called Chef Chu’s in Los Altos, California, just outside Silicon Valley. Chu was the youngest of five children growing up in a family that spent their free time playing instruments or going to the balle…

When entrepreneurs list their principal reasons for launching a company, small business owners often cite being their own boss, flexibility in setting their working hours, and turning a commercial concept into reality as their main motivations. Now, new data identifies another incentive that may convince future entrepreneurs to take the plunge. According to a recent analysis by the Federal Reserve Bank of Minneapolis, the average self-employed person earns significantly more income during their career than people who work for someone else. However, the report’s findings also note the widely varying levels of income among small business owners, and the length of time u…

Christmas went on the auction block this week in Pennsylvania farm country, and there was no shortage of bidders. About 50,000 Christmas trees and enough wreaths, crafts and other seasonal items to fill an airplane hangar were bought and sold by lots and on consignment at the annual two-day event put on at the Buffalo Valley Produce Auction in Mifflinburg. Buyers from across the Northeast and mid-Atlantic were there to supply garden stores, corner lots and other retail outlets for the coming rush of customers eager to bring home a tree — most commonly a Fraser fir — or to deck the halls with miles of greenery. Bundled-up buyers were out in chilly temperatures to hear a…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. A modest rise in negative equity is emerging across parts of the U.S. housing market, but the overall picture remains far more stable than anything resembling the Global Financial Crisis. Having negative equity—commonly known as being “underwater”—means a homeowner owes more on their mortgage than the home’s current market value. According to ICE Mortgage Technology, just 1.0% of U.S. mortgages were underwater in April 2025. By October 2025, that share rose to 1.6%. That’s an uptick, but still extremely low by historical standards. For comparison, du…

After entrepreneur Brynn Putnam sold her smart fitness company, Mirror, to Lululemon for $500 million in 2020, she was looking for her next big idea. It was the middle of the pandemic, and Putnam was living with five kids ranging in age from 2 to 21. She says she often found herself dreaming of an activity that would get her whole family to sit down and connect with each other. Brynn Putnam “When we played games, we were either playing board games like Candyland, so that the littlest ones could participate, or we would try to play video games, but the teenagers who’ve logged a lot of hours on sort of modern controllers would always smoke us,” Putnam says. “There wa…

Shares in Alphabet Inc (Nasdaq: GOOG), the company better known as Google, are rising again in premarket trading today. The stock is currently up by more than 4% following yesterday’s rise of 6.2%. If those gains hold, Google could be set to become the world’s next company with a $4 trillion market cap today. Here’s what you need to know. Why are GOOG shares rising? Shares in Alphabet have had a stellar run as of late. Yesterday, they rose more than 6.2%. Over the past five days, they have been up more than 11.5%. Over the past month, they have jumped more than 22%. And over the past six months, they have been up more than 87%. And that’s before…

The line between human and machine authorship is blurring, particularly as it’s become increasingly difficult to tell whether something was written by a person or AI. Now, in what may seem like a tipping point, the digital marketing firm Graphite recently published a study showing that more than 50% of articles on the web are being generated by artificial intelligence. As a scholar who explores how AI is built, how people are using it in their everyday lives, and how it’s affecting culture, I’ve thought a lot about what this technology can do and where it falls short. If you’re more likely to read something written by AI than by a human on the internet, is it …