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In graduate school, my experimental archaeology professor told a student to create a door socket—the hole in a door frame that a bolt slides into—in a slab of sandstone by pecking at it with a rounded stone. After a couple of weeks, the student presented his results to the class. “I pecked the sandstone about 10,000 times,” he said, “and then it broke.” This kind of experience is known as individual learning. It works through trial and error, with lots of each. Also known as reinforcement learning, it is how children, chimpanzees, crows, and AI often learn to do something on their own, such as making a simple tool or solving a puzzle. But individual learning has l…

This article is republished with permission from Wonder Tools, a newsletter that helps you discover the most useful sites and apps. I tested more than 200 educational sites, apps, and services last year. Some were so confusing that I quickly gave up. Others were too costly. A few went out of business. Many were narrowly useful, e.g., for 3D modeling, math, or music. The top-tier tools have consistently been super valuable for me—in my teaching, in my job at the City University of New York, and as a dad of two daughters. To save you the time and effort of sifting through the chaff, I’m sharing the ones I find most useful. Even if you’re not a teacher, these tools m…

When I first started my freelance writing business, I assumed I should find clients who would put me on retainer. The appeal seemed obvious: steady income for me, predictable working relationship for the client. I even knew how to structure retainer agreements based on my prior roles at marketing agencies. But a few months into a solo career, I was willing to take any work that came my way. Which was primarily project-based work, not retainers. I quickly built a business based on ad hoc assignments from many clients, rather than relying on a few. The conventional wisdom would say that I was “doing it wrong.” Every solopreneur forum, coach, and freelancer communi…

A triceratops skeleton that stood in a Wyoming museum for decades will be auctioned off, a rare instance of a museum-exhibited dinosaur going to the auction block just as the market for the prehistoric giants has hit record highs. The fossil, dubbed “Trey,” will be open for bidding from March 17 to 31 on Joopiter, an online auction platform founded by Grammy-winning artist and producer Pharrell Williams. It has a pre-auction estimate of $4.5 million to $5.5 million. Dating back more than 66 million years to the late Cretaceous period, Trey was discovered near Lusk, Wyoming, in 1993 by Lee Campbell and the late Allen Graffham, a commercial paleontologist who made n…

Anthropic has announced a new “memory” tool that allows Claude users to copy over their chats from other AI chatbots, giving those who want to switch over from ChatGPT, Gemini, and Copilot an easy way. The new memory tool is available to paid Claude subscribers only and enables them to import saved memories from rival AI chatbots, and comes as more people seem to be turning toward Claude and away from ChatGPT over growing concerns about how, and to what end, the U.S. military will use AI chatbots. (While OpenAI signed a deal with the Pentagon, Anthropic said no.) As Fast Company previously reported, despite Pentagon demands to use AI assistants for “all lawful pur…

With nearly 40,000 locations in over 100 countries, tens of millions of people worldwide regularly eat McDonald’s iconic burgers. But in an Instagram post that’s blowing up the internet, company CEO Chris Kempczinski appears less-than-thrilled to be eating one himself. The video was posted to Kempczinski’s Instagram account a month ago, but found new life over the weekend on platforms like X and TikTok, with many users wondering if it’s “intentionally cringe,” saying that Kempczinski looks “uncomfortable” or commenting how he “looks like he’s gonna hurl.” “From this video, it seems likely the CEO of McDonald’s has never eaten McDonald’s before,” one user wrote. …

No one wants to be in a bad movie—but imagine a movie studio casting you in new movies after you die, without your consent. That may have once seemed something out of a Black Mirror episode, but it’s becoming a real issue, and many think current legal protections don’t go nearly far enough. In 2024, the late Ian Holm appeared, in digital form, in Alien: Romulus four years after his death, a move some critics decried as “digital necromancy.” Early this year, producers partnered with a British artificial intelligence startup to re-create the voice of Alain Dorval, who spent decades dubbing Sylvester Stallone classics like Rocky and Rambo in French. The plan was scrapped…

The Centers for Medicare & Medicaid Services (CMS) just placed a $50 billion bet on rural healthcare, but the odds are not in its favor. CMS, now led by Mehmet Oz, MD, created the Rural Health Transformation Program to help the 60 million Americans in rural areas have better access to care, modernize facilities and technologies, and support innovation that brings “high-quality, dependable care closer to home.” But CMS only gave states a few months to create and submit their transformation plans to secure a piece of the pie. Early rollouts are underway, and many states are in over their heads. There is a real danger that technologies are about to be deployed that i…

Australians dramatically reduced their water usage during the Millennium Drought in the 2000s. It was one of the longest recorded droughts in Australian history, and in some places where sprinklers weren’t allowed, people watered their plants and grass with shower water. Like turning off the faucet while brushing your teeth and using shower timers, keeping buckets in the shower became a part of daily life during the drought. Now a newly designed device seeks to update that water-saving impulse with a watering can specifically designed for the bathroom. The 17-by-17-inch Sevas water catcher is about the size of a bathroom scale, and holds 5 liters of water. The…

Reality is melting away before our eyes. Identity spoofing against older adults alone grew by 8x between 2020 and 2024, driven in part by convincing AI impersonations of friends and loved ones. It’s a problem costing people in the U.S. nearly half a billion dollars a year with no end in sight. Which is why a pair of design studios teamed up on a provocative solution that starts with a real-life handshake. Called Quartz, it’s a ring that adds friends to your network by literally shaking hands. And from there, it gatekeeps your online communications by proving you’re alive, proving you know the person you’re talking to, and proving provenance through encrypted chan…

Hello and welcome to Modern CEO! I’m Stephanie Mehta, CEO and chief content officer of Mansueto Ventures. Each week this newsletter explores inclusive approaches to leadership drawn from conversations with executives and entrepreneurs, and from the pages of Inc. and Fast Company. If you received this newsletter from a friend, you can sign up to get it yourself every Monday morning. Fourteen years ago, Graham Dugoni decided to start a movement to address what he viewed as the deleterious effects of rampant smartphone usage. “What I saw was kind of impending nihilism, the sense that everyone is going to be inundated with media, and it’s going to hollow out the meaning i…

Octopuses are brilliant, emotional, and mysterious. Can they ever be farmed humanely? And if they can, should they be? Fast Company contributor Clint Rainey is the first journalist in the world to be let inside a cutting-edge effort to build the first commercial octopus farm. View the full article

It’s 4:59 PM on a Friday. You’re the Head of Design at a mid-sized biotech firm—mid-sprint, mid-thought—building out a set of specialized design roles that will define how your team delivers value for the next three years. Then the email arrives. Your recruiting partners have sent a pre-written job description, authored by a product manager, with a mandate to use it as-is. The title: UX/UI Designer. You pause. Not because the gesture wasn’t well-intentioned—it was. But because you recognize exactly what this moment represents: a quiet, recurring erosion of role clarity that has followed the design profession for over a decade. One ambiguous title, multiplied a…

Are you intimidated by personal finance? Vivian Tu wants to help. Tu is known for her TikTok account, “Your Rich BFF,” where she makes entertaining videos about personal finance. Topics include how to negotiate your salary and practical tips for dealing with credit card debt. Tu, who refers to herself as “your favorite Wall Street girly,” has 10 million followers on social media and has published two personal finance books. Tu, born and raised in Baltimore, often connects her interest in personal finance to her upbringing as the daughter of Chinese immigrants. Her parents raised her to be frugal and appreciate money from an early age, but it wasn’t until a few years int…

After a near awards-season sweep by “One Battle After Another,” “Sinners” won best ensemble at the Screen Actors Guild’s 32nd Actor Awards on Sunday, shaking up the Oscar race and setting up a potential nail-biter finale in two weeks at the Academy Awards. The guild’s awards, formerly known as the SAG Awards, are one of the most closely watched Oscar precursors. Actors make up the largest slice of the Academy of Motion Picture Arts and Sciences and their choices at the Actor Awards often align. The victory for Ryan Coogler’s blues-soaked vampire saga showed that it has a strong chance to win at the Oscars, too, despite an almost unblemished run of awards for Paul Thomas…

The moon is just going to have to wait a little longer. NASA is pushing its moon landing back a year to streamline its rocket production and workforce to improve safety, accelerate mission frequency, and better compete with China’s growing space program, announced NASA administrator Jared Isaacman on Friday. The revamped schedule calls for standardizing its massive Space Launch System (SLS) rocket configuration and aligning workforces with private contractors with an eye toward launching as frequently as every 10 months. Artemis III, initially slated to return astronauts to the lunar surface next year for the first time since 1972, will instead conduct tests i…

While much has been discussed about what the AI takeover means for those in entry-level roles, it seems even CEOs aren’t exempt. Uber employees have created an AI version of their company’s top executive, according to the company’s CEO. “One of my team members told me that some teams have built a Dara AI, you know, so that they basically make the presentation to the Dara AI as a prep for making a presentation to me,” Dara Khosrowshahi said on a recent episode of The Diary of a CEO podcast hosted by Steven Bartlett. “You can imagine, like, you know, by the time something comes to me, there’s been a prep and a meeting of the slide deck has been beautifully hone…