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Large-language models (LLMs) have taken the world by storm, but they’re only one type of underlying AI model. An under-the-radar company, Fundamental, is set to bring a new type of enterprise AI model to the masses: large tabular models, or LTMs—which could have an even bigger impact for businesses. What are LTMs? A major difference between LLMs and LTMs is the type of data they’re able to synthesize and use. LLMs use unstructured data—think text, social media posts, emails, etc. LTMs, on the other hand, can extract information or insights from structured data, which could be contained in tables, for instance. Since many enterprises rely on structured data,…

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 here. OpenAI will acquire the AI device startup co-founded by Apple veteran Jony Ive and Sam Altman, called “io,” for nearly $6.5 billion, Bloomberg reported Wednesday. This almost certainly will put OpenAI in the consumer hardware business, and it seems like it will soon release a dedicated personal AI device. Ive is a pedigreed design guru with a track record of creating iconic tech products like the iPhone and the Apple Watch. Ive, a close friend of Steve Jobs, left Apple in 2019. “I hav…

Today, April 6, 2026, is Easter Monday. It’s the final part of the long Easter Weekend, which runs from Good Friday through today. In several countries around the world, including Canada and Australia, Easter Monday is a public holiday. But what about here in America, and what stores and institutions are closed for the day? Here’s what you need to know. Is Easter Monday a national holiday? No. Although Easter Monday is observed as a national holiday in dozens of countries worldwide, it is not a national holiday in the United States. This means that federal agencies—at least those not affected by the ongoing partial government shutdown—will operate as usua…

For billions of Christians around the world, Easter celebrates the resurrection of Jesus Christ. While this is not an official federal holiday, federal offices are already closed because it always falls on a Sunday. Many private businesses and retail chains also choose to close their doors on this day, so even if you don’t celebrate, you may be impacted by the festivities. Here’s a look at what is open and closed on Easter Sunday, which is today, April 5, 2026: Mail, schools, and the stock market There will be no mail delivery from the U.S. Postal Service (USPS), because it is not typically delivered on Sundays. The only exception is Priority Mail Express…

Twenty years ago, honeybees first started to disappear in mysteriously large numbers. Stories in the media were everywhere, as were solutions to try to save the bees. But today, you hear less about the crisis. Has it simply been drowned out by the constant hum of breaking world news, or is the bee crisis over? There are some people who argue that we have “saved” the bees, while others say honeybees never needed saving in the first place. In truth, the problem hasn’t gone away. “Our losses have been getting higher and higher over the last few years,” says Zac Browning, a fourth-generation beekeeper from North Dakota. This winter, he lost more than half of his bees…

Last month, the U.S. Congress passed the Epstein Files Transparency Act, which was subsequently signed into law by President Donald The President. The act mandates that the Department of Justice (DOJ) publish all unclassified information it has on the late convicted sex offender Jeffrey Epstein by Friday, December 19. That’s today. Here is what to know about what will likely be included in the trove of documents, as well as where and when you can view them. What documents will be included in the disclosure? When Congress passed the Epstein Files Transparency Act, it mandated that the DOJ must publish its unclassified material on Jeffrey Epstein. But what …

The internet-famous monks that have captured the attention of the world on their cross-country “walk for peace” are in the final stretch of their 2,300-mile journey. The group of around 19 Buddhist monks and their rescue dog companion, Aloka, have been trekking from Fort Worth, Texas, to Washington, D.C., to promote world peace. ​ They began their walk on October 26, 2025. The journey was expected to take 120 days. Despite the recent frigid temperatures and snow storms, they’re ahead of schedule. According to a recent post on the group’s Facebook page, they plan to arrive in Washington, D.C., one week from today, Tuesday, February 10, 2026. While the …

Putting yourself out there is difficult. Rejection is tough. And feeling like you’ve gotten the rug pulled out from under you is the worst. When you’re in charge of business development, where you’re responsible for growing your revenue within your current client portfolio as well as seeking out new potential opportunities, you can easily vacillate from feeling like a hero to feeling like a zero, depending on what kind of results you’re getting from your efforts. As a time management coach for 17 years, I’ve learned how to summon the inner resolve to continue forward with business development even when it feels difficult, and I’ve coached many clients on how to do the…

Curious Kids is a series for children of all ages. If you have a question you’d like an expert to answer, send it to CuriousKidsUS@theconversation.com. Is the whole universe just a simulation? —Moumita B., age 13, Dhaka, Bangladesh How do you know anything is real? Some things you can see directly, like your fingers. Other things, like your chin, you need a mirror or a camera to see. Other things can’t be seen, but you believe in them because a parent or a teacher told you, or you read it in a book. As a physicist, I use sensitive scientific instruments and complicated math to try to figure out what’s real and what’s not. But none of these sources of…

Judge Yvonne Gonzalez Rogers didn’t mince words in court this week while adjudicating the ongoing trial between Elon Musk and OpenAI in Oakland, California. Musk and Sam Altman, OpenAI’s CEO, needed to stop being messy bitches. While she didn’t put it like that (she advised both men: “Control your propensity to use social media to make things worse outside this courtroom”), the underlying message was clear. The fact that the case even made it to court is indication enough of how strongly both men feel about one another. Social media name-calling is hardly necessary to make that plain. But the reason they’re so eager to throw digital barbs at each other stems from …

Imagine you’re talking to someone and they suddenly start to add advertising to the exchange. What might that look like? In a 1965 episode of the classic sitcom I Dream of Jeannie, the protagonist uses her magical powers to create fake parents for herself in order to impress a date. She crafts them to be “just like the people on television commercials,” making them speak using sentences from commercials. Her synthetic “parents” appear friendly and normal—until they start talking, reciting ads verbatim for products like “streak-away” for gray hair, dish soap, “Grippo” denture adhesive, and deodorant. They have so much to say, yet communicate nothing at all. Somethin…

Do women board members make a company more innovative or risk-averse? The answer is both, according to our recent study. It all depends on how the company performs relative to its goals. Professors Małgorzata Smulowitz, Didier Cossin and I examined 524 S&P 1500 companies from 1999 to 2016, measuring innovation through patent activity. Patents reflect both creative output and risk-taking. They require significant investment in novel ideas that might fail, disclosure of proprietary information and substantial legal costs. In short, patents represent genuine bets on the future. Our findings revealed a striking pattern. When companies performed poorly in relation …

Even tech giant Apple couldn’t prevent its artificial intelligence from making things up. Last month, the company suspended its AI-powered news alert feature after it falsely claimed a murder suspect had shot himself, one of several fabricated headlines that appeared under trusted news organizations’ logos. The embarrassing pullback came despite Apple’s vast resources and technical expertise. Most users probably weren’t fooled by the more obvious errors, but the incident highlights a growing challenge. Companies are racing to integrate AI into everything from medical advice to legal documents to financial services, often prioritizing speed over safety. Many of these a…

For a long time, I told myself I was choosing stability. I was working at a prestigious university, doing work that mattered, surrounded by smart people. The role had legitimacy and the paycheck came on the same day, in the same amount, every month. The path forward was clear and the structure well-defined. At that point in my life—raising very young kids—that predictability felt not just comforting, but necessary. My work mattered, and it held up easily when I described it to others. I could justify why staying made sense. And yet, I was unhappy. Not in a dramatic, crisis-driven way. There was no single bad boss or catastrophic moment that forced my hand. I…

Most people recognize that when you’re answering email while walking your dog and listening in on a meeting, you’re bound to lose effectiveness. Whether it’s that awkward silence when your boss asks for your input and you didn’t hear it—or you stepping in something not so pleasant because you didn’t realize your dog had done his business right in front of you. The limitations of multitasking present themselves in an obvious fashion. But as a time management coach, I’ve seen that it’s not just trying to do too many small things at once that can trip you up. I also see people dramatically reduce their effectiveness when they try to do too many large things at once—a…

Amidst much confusion, polarization, and debate around how AI will impact work, the fact of the matter is that many people are concerned by automation and the prospect of AI job elimination. For example, the simple notion that “AI is going to take my job” is a thought that has crossed the minds of 25% of workers. For some, this may be true, although the magnitude of AI-driven job displacement is still uncertain; depending on assumptions, AI-driven job displacement could potentially range from 3% to 14%. What will the ultimate figure be? It’s hard to know: nobody has data on the future, and any projection is merely extrapolating from past data and past innovation, whic…

In 2012, Google conducted research to identify the factors that determine effective teams. This research, now famously known as Project Aristotle, analyzed hundreds of teams and individual members to crack the code on what enables some to operate at high levels while others flounder. What their study revealed is something Harvard Business School professor Amy Edmondson had discovered almost two decades prior: the most important factor for high performing teams is psychological safety. That is to say, teams perform better when their members feel safe taking risks and being vulnerable with each other, without fear of punishment. Google’s watershed study brought light to Edm…

It’s a tough time out there for creatives. Whether you’re a writer, director, actor, or artist of any kind, the world is short on opportunities—particuarly the kind that pay. But even Academy Award winners like screenwriter and director Barry Jenkins didn’t have a linear path to success, as he shared in a recent panel about how to sustain a career as a filmmaker. Jenkins, the writer-director behind Moonlight and If Beale Street Could Talk, was a panelist at “Behind the Chair: Representation and the Business of Filmmaking,” a seminar on the film industry hosted by the Directors Guild of America. In a one-on-one discussion with fellow director Anu Valia (We Stranger…

Unlike millennials who embraced hustle culture and burned out, Gen Zers have a new concept of what ‘making it’ looks like in today’s workplace—and it doesn’t involve a fancy title. View the full article

When professionals hit their cognitive limit, most people assume the problem is lack of time or energy. But in reality, overwhelmed people are taking more action than ever. When overwhelm hits, they start doing even more: more lists, more reorganizing, more inbox management, more clicking between tabs. They are busy, visibly productive, heads down for hours, yet at the end of the day the most important work still hasn’t moved. The productivity mistake almost everyone makes when they’re overwhelmed comes down to taking the wrong action while feeling certain the whole time that they’re taking the right one. A 2025 managerial study found that digital fatigue and cogn…

There is a particular kind of leadership failure that occurs when a leader transitions into a new high stakes role. It’s tricky at first, because it doesn’t look like failure. No one is being fired. The leader feels productive, even indispensable. But below the surface, something has quietly broken. Talented people are no longer making decisions on their own. The team, once confident and self-directed, has learned to wait. An escalation culture is forming, and it is more common, and more costly, than most organizations acknowledge. The damage accumulates in layers. Disengaged employees cost the global economy an estimated $8.8 trillion in lost productivity annually, a…

It’s tax season. Americans will pay an average of $10,489 in personal taxes—about 14% of the average household’s total income. Most will do so because they think it is their civic duty. Many believe they are morally obliged to obey the law and pay their share. But as tax day approaches, many Americans will bemoan their tax bill and complain that it is unfair. So, how are we to know if paying taxes is the right thing to do? Perhaps philosophy has some clues? Reasons to obey the law Many philosophers agree that we should obey the law. In The Crito, for example, Plato describes Socrates’s choice after the Athenian jury sentenced him to death for impiety. Crito…