What's on Your Mind?

The distance between a world-changing innovation and its funding often comes down to four minutes—the average time a human reviewer tends to spend on an initial grant application. In those four minutes, reviewers must assess alignment, eligibility, innovation potential, and team capacity, all while maintaining consistency across thousands of applications. It’s an impossible ask that leads to an impossible choice: either slow down and review fewer ideas or speed up and risk missing transformative ones. At MIT Solve, we’ve spent a year exploring a third option: teaching AI to handle the repetitive parts of review so humans can invest real time where judgment matters mos…

Planned layoffs have now reached their highest rate since 2009’s Great Recession. The data comes from Challenger, Gray & Christmas’ new layoffs report, which revealed that U.S.-based employers announced 108,435 job cuts in January, marking the highest rate to start a year since 2009. Also notable, in the same month, just 5,306 planned hires were announced—the lowest total on record for January. According to the data, that means layoffs are up a staggering 118% from the same period a year ago, and 205% from December 2025. “Generally, we see a high number of job cuts in the first quarter, but this is a high total for January,” Andy Challenger, workpla…

Have you seen larger-than-life depictions of your friends lately? They might have been sucked into the latest social trend: creating AI-generated caricatures. The trend itself is simple. Users input a common prompt: “Create a caricature of me and my job based on everything you know about me,” and upload a photo of themself, and, voila! ChatGPT (or any AI-image platform) spits out an over-the-top, cartoon-style image of you, your job, and anything else it’s learned about you. This ability is predicated on a robust ChatGPT (or other AI) chat history. Those who don’t have a close, personal relationship with the AI might need to give additional information to get a mo…

Tech workers have been worried for years now about the AI tidal wave coming for their jobs, but their bosses are starting to worry too. Stocks plunged this week as fears escalated that AI advancements will take a bite out of business for many software and services companies. The market losses are tied to updates to Anthropic’s AI-powered workplace productivity suite, Claude Cowork, which threatens to replace some software tools ubiquitous in the professional world. Companies with business in research and legal software like Thomson Reuters and LegalZoom dropped dramatically on the Anthropic news, with a wide swath of software stocks following suit. Intuit, PayPal…

Anthropic is out with a new model called Claude Opus 4.6, an upgrade to its top-of-the-line Opus 4.5 model that launched in November. The new release could add new capabilities to Anthropic’s Claude Code coding assistant, which is facing growing competitive pressure from OpenAI’s Codex. Anthropic says Opus 4.6 improves on its predecessor’s coding skills, planning, and, perhaps most importantly, its ability to reason more clearly when handling large amounts of information. When Opus 4.6 powers Claude Code, the coding agent can comprehend larger codebases and make more thoughtful decisions about how and where to add new code, the company says. More long-term memory …

Visa announced a new platform designed to stimulate small businesses through a variety of tools and network opportunities on Thursday in advance of major sporting events this year. The program, Visa & Main, identifies and is built around helping address what Visa calls the most pressing challenges that entrepreneurs face: access to capital, reaching customers, and adopting modern business tools. That starts with a $100 million partnership with small business lender Lendistry, with Visa saying it would continue to provide “additional grants and financial support programs” as part of Visa & Main. Additionally, Visa & Main connects Visa’s small …

With community opposition growing, data center backers are going on a full-scale public relations blitz. Around Christmas in Virginia, which boasts the highest concentration of data centers in the country, one advertisement seemed to air nonstop. “Virginia’s data centers are … investing billions in clean energy,” a voiceover intoned over sweeping shots of shiny solar panels. “Creating good-paying jobs” — cue men in yellow safety vests and hard hats — “and building a better energy future.” The ad was sponsored by Virginia Connects, an industry-affiliated group that spent at least $700,000 on digital marketing in the state in fiscal year 2024. The spot emphasized that …

In special education in the U.S., funding is scarce and personnel shortages are pervasive, leaving many school districts struggling to hire qualified and willing practitioners. Amid these long-standing challenges, there is rising interest in using artificial intelligence tools to help close some of the gaps that districts currently face and lower labor costs. Over 7 million children receive federally funded entitlements under the Individuals with Disabilities Education Act, which guarantees students access to instruction tailored to their unique physical and psychological needs, as well as legal processes that allow families to negotiate support. Special education…

U.S. job openings fell to the lowest level in more than five years, another sign that the American labor market remains sluggish. The Labor Department reported Thursday that vacancies fell to 6.5 million in December — from 6.9 million in November and the fewest since September 2020. Layoffs rose slightly. The number of people quitting their jobs — which shows confidence in their prospects — was basically unchanged at 3.2 million. December openings came in lower than economists had forecast. The economy is in a puzzling place. Growth is strong: Gross domestic product — the nation’s output of goods and services — advanced from July through September at the faste…

Novo Nordisk’s stock dove 7% on Thursday just after an announcement from a key competitor. The drop came just after telehealth company Hims & Hers announced it will offer a new version of the treatment, made from the same active ingredient, semaglutide, for a fraction of Novo Nordisk’s price. The telehealth site will offer the treatment at an introductory price of $49, the announcement said. After the introductory offer ends, patients with a 5-month subscription will pay $99 monthly for the treatment. Novo Nordisk sells the weight-loss drug for $149. Hims & Hers had already been offering the treatment in an injectable form, but the oral version is new for…

In certain corners of corporate America, a generous parental leave policy has become a crucial tool for recruiting and retention. Many of the biggest tech employers have been leaders on this front, offering 16 to 20 weeks of leave, or even close to six months at companies like Google. But even as companies have expanded their parental leave benefits, few of them have sought to address the unique challenges many parents—and especially mothers—face when they actually return to work. A handful of companies, among them Apple and Amazon, offer a grace period that enables employees to ease back into work part-time or work flexible hours for a few weeks. Despite all th…

Bob Iger doesn’t understand generative AI. He thinks it is good for the quarterly bottom line. He believes a corporation can control it, and that lawyers and agreements can bind it. He is clueless. Generative AI is here to kill Hollywood—including the company he’s now leaving to Josh D’Amaro, the new heir to Disney’s throne. This became painfully clear to me during Disney’s recent first-quarter financial call. Taking a victory lap for his “modernization” efforts, he briefly laid out the roadmap for the company’s partnership with OpenAI, announced in December 2025. Under the agreement, Disney would invest $1 billion in the AI company and let it tap Disney’s IP crow…

For many women in the U.S. and around the world, motherhood comes with career costs. Raising children tends to lead to lower wages and fewer work hours for mothers—but not fathers—in the United States and around the world. As a sociologist, I study how family relationships can shape your economic circumstances. In the past, I’ve studied how motherhood tends to depress women’s wages, something social scientists call the “motherhood penalty.” I wondered: Can government programs that provide financial support to parents offset the motherhood penalty in earnings? A ‘motherhood penalty’ I set out with Therese Christensen, a Danish sociologist, to answer this…

Welcome to AI Decoded, Fast Company’s weekly newsletter that breaks down the most important news in the world of AI. You can sign up to receive this newsletter every week via email here. Anthropic uses the Super Bowl to land some zingers about the future of AI Anthropic’s Super Bowl ads are bangers. The spots, which Anthropic posted on X on Wednesday, seize on rival OpenAI’s plans to begin injecting ads into its ChatGPT chatbot for free-tier users as soon as this month. The 30-second ads dramatize what the real effects of that decision might look like for users. They never mention OpenAI or ChatGPT by name. In one ad, a human fitness instructor playing the role…

Elon Musk just created the world’s most valuable private company. And he didn’t do it through rapid growth or a new product launch — at least not directly, anyway. Instead, as reported this week, Musk merged his artificial intelligence startup xAI into his wildly successful rocket company, SpaceX. Combined together, the two companies are now valued at an estimated $1.25 trillion. It’s the biggest merger in history. And because Musk controls both companies, he calls most of the shots when it comes to the deal. …

For the past two years, artificial intelligence strategy has largely meant the same thing everywhere: pick a large language model, plug it into your workflows, and start experimenting with prompts. That phase is coming to an end. Not because language models aren’t useful, with their obvious limitations they are, but because they are rapidly becoming commodities. When everyone has access to roughly the same models, trained on roughly the same data, the real question stops being who has the best AI and becomes who understands their world best. That’s where world models come in. From rented intelligence to owned understanding Large language models look powerf…

Rewind to 2025. The National Football League is fresh off an unbelievable, yet controversial, Super Bowl halftime performance by the superstar hip hop artist Kendrick Lamar. The country has just been introduced to a diversity-hostile administration, which has practically squashed any zeal toward diversity, equity, or inclusion that corporate America once seemingly held. As the NFL’s leadership team explores talent considerations for next year’s performance in the midst of this cultural backdrop, someone recommends Bad Bunny, the Puerto Rican-born megastar whose songs are performed almost entirely in Spanish, and, surprisingly, the league acquiesces. The public blowback is…

We’ve been sold a myth about entrepreneurial success: sharpen your skills, tighten your systems, hustle harder. But after years of working with independent professionals across industries, I’ve noticed that the highest performers share something that rarely makes the productivity lists: they’ve intentionally built communities of colleagues, clients, and partners who expand how they think, create, and deliver impact. Community isn’t a “nice to have” for the self-employed. It’s strategic infrastructure. And this is especially important for solopreneurs, entrepreneurs who work primarily solo. The stakes are higher than most solopreneurs realize. According to research…

Known as the self-help guru whose tagline “let them” has encouraged millions to stop worrying what others are doing or saying, and focus on their own personal growth, has another significant lesson: don’t be afraid to keep moving forward to goals. During an interview with Norah O’Donnell on CBS Sunday Morning this week, Robbins said, “If you feel stuck in your life, it doesn’t mean you’re broken. It means that what’s missing in your life is growth. And if I can get you to grow and learn in any area of your life, you start to change.” The 57-year-old mother and former lawyer—who, at one time in her 40s, was unemployed and over a million in debt—shares her motivati…

Another round of Epstein files—approximately three million documents—was released January 30, and this batch included a lot of prominent names. That list included philanthropist and business magnate Bill Gates, entrepreneur Elon Musk, and author, doctor and longevity influencer Peter Attia. They were all allegedly connected to Epstein in different ways, and as a result, their mentions in the documents are varied. But it’s their responses that offer lessons to others in the business world about how to respond when faced with a crisis. Dealing with one of this magnitude is no easy feat, and it requires absolute trust between a client and a crisis manager, Beverly Hills …

Last week, Google released Project Genie, a powerful new AI-powered platform for videogame design. Project Genie, which is currently only available for Google’s AI Ultra subscribers, uses AI to build virtual worlds. That sounds interesting, if not necessarily revolutionary. Videogame developers already model and build virtual worlds all the time. Project Genie’s simple concept, though, belies the tech’s potential impact. The new system, and the Genie 3 model behind it, have the potential to forever change how videogames are built and played. Model the World Most videogames today rely on a handful of game engines to render their virtual worlds so th…