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Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to learn from experience is a cornerstone of intelligence for machines and living beings alike. In a remarkably prescient 1948 report, Alan Turing—the father of modern computer science—proposed the construction of machines that display intelligent behavior. He also discussed the “education” of such machines “by means of rewards and punishments.” Turing’s ideas ultimately led to the development of reinforcement learning, a branch of artificial intelligence. Reinforcement learning designs intelligent agents by training them to maximize rewards as they int…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. Just 10 days ago, on February 10, Japan-based Sumitomo Forestry announced that it had agreed to acquire Tri Pointe Homes—a large U.S. homebuilder ranked No. 715 on the Fortune 1000—for $4.5 billion, signaling that Japanese builders were further accelerating their buying spree of U.S. homebuilders. Fast-forward to today, and Stanley Martin Homes—which has been owned by Japan-based Daiwa House since 2017—announced that it has agreed to buy United Homes Group, which has a strong presence in the Carolinas, for $221 million—further accelerating Japanese b…

During his family’s annual summer vacations on North Carolina’s Outer Banks, high schooler Ajith Varikuti began to notice something concerning. Homes on the narrow line of barrier islands that Varikuti had grown up visiting from his hometown Charlotte were no longer there. “I started seeing more and more news articles about entire houses being completely destroyed. And it started clicking, because some of those houses that were being destroyed I’d seen in my previous years there,” he says. Varikuti, who was then a 9th grade student, knew there had to be a solution. So, as part of a student design competition organized by the design software company Autodesk, Varikuti …

Researchers at Northwestern University just found a way to make a temporary pacemaker that’s controlled by light—and it’s smaller than a grain of rice. A study on the new device, published last week in the journal Nature, found that the tiny pacemaker delivered effective pacing in both animal subjects and human hearts from organ donors. The device is designed specifically for patients who need temporary pacemaking—like newborn babies with heart defects or heart surgery patients—and it’s made with materials that allow it to safely dissolve into the body once it’s no longer needed. The current standard in temporary pacemakers (called an “epicardial” pacemaker) invo…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. When assessing home price momentum, it’s important to monitor active listings and months of supply. If active listings start to rapidly increase as homes remain on the market for longer periods, it may indicate pricing softness or weakness. Conversely, a rapid decline in active listings could suggest a market that is heating up. Generally speaking, local housing markets where active inventory has returned to pre-pandemic levels have experienced softer home price growth (or outright price declines) over the past 30 months. Conversely, local housing ma…

Are you ready to hand over your wallet to AI and let it do your shopping for you? Maybe not—but the technology to do it is hitting the market. On Wednesday, Visa announced Visa Intelligent Commerce, which effectively allows AI agents to find and buy goods or services on behalf of consumers. While Visa itself doesn’t create the AI agents, what it’s done is create the e-commerce backbone to allow it to happen. Consumers could use AI tools to track down potential purchases, but then those platforms would hand control back over to the human to complete the transaction. The big change with Visa’s technology is that, with the proper permissions enabled, AI agents can co…

Rumor has it that soda fountains at a handful of gas stations and convenience stores across the Midwest are serving a thicker, more syrupy variant — with extra sweetness. Aptly dubbed “heavy soda”, the drink option can be traced back to a singular post on the subreddit r/Soda, and a few TikTok videos. “You know when the gas station fountains have this option you’re in gods country,” creator Kate Boyer wrote in the caption of a post earlier this year. The video has since gained almost seven million view. The drink has recently been picked up by a number of news organizations. Not to be confused with the recent dirty soda or protein soda trends, heavy soda is all …

The tops of dried, bent cornstalks crunch underfoot. Jill Holtz’s gaze is fixed on the ground ahead. She wanders into the nearby woods and weaves between twisted branches. Then, Holtz spots something and starts to riffle through the withered twigs. To the untrained eye, it’s easy to overlook. But for Holtz, it’s instantaneous recognition. Scraggly, white lines give the appearance of shattered glass, but a name can still be made out at the top. It is a sonogram strip—crinkled, abused by the elements, but intact. In early February, Holtz combed through parts of a flattened cornfield in Swannanoa, North Carolina—a rural area razed by fierce floodwaters from Hurri…

Accessibility used to mean compliance. An installed grab bar, an added ramp, a resized font. But meeting physical standards is only half the challenge. The other half, the part that truly changes lives, is how design makes people feel. That’s where emotional accessibility comes in. It’s what Michael Graves taught us to do 40 years ago. We believe it is the next frontier of design: creating experiences that don’t just accommodate users but also affirm, reassure, and delight them. When we talk about accessibility, we’re really talking about belonging. And belonging is emotional. A product can meet every ergonomic and ADA guideline yet still make someone feel excluded an…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. While homebuyers and home sellers still see headlines about the housing market being a seller’s market and national home prices reaching all-time highs, a deeper look reveals that several regional housing markets have shifted, giving homebuyers some power. During the pandemic housing boom, from summer 2020 to spring 2022, the number of active homes for sale in most housing markets plummeted as homebuyer demand quickly absorbed almost everything that came up for sale. Fast-forward to the current housing market, and the places where active inventory has reb…

In an era dominated by artificial intelligence and smartphones, one of the most overlooked engines of economic growth sits quietly at the heart of every neighborhood: the public library. Gone are the days when libraries were sanctuaries reserved for only reading and research. Today, they are being reimagined as dynamic hubs for workforce development, creative sector support, and cultural exchange. Across the country, these reservoirs of knowledge are evolving into digital and physical beacons of community resilience. Local access, global reach: A case study in artist empowerment In Huntsville, where I serve as the city’s first music officer, we’ve partnered …

Feeling burned out? It could be costing your company millions of dollars each year in lost productivity and employee turnover. A new study in the American Journal of Preventive Medicine estimates that employee burnout in the U.S. costs somewhere between $4,000 and $21,000 per worker per year. Do the numbers, and that adds up to about $5 million per year for a company with 1,000 employees. (Another way to look at it: Employee disengagement, or burnout, can cost 0.2 to 2.9 times the average cost of health insurance, and 3.3 to 17.1 times the cost of training per employee.) The research is based on a computational simulation model developed by the Public Health Infor…

Bobby sat at his desk, rewriting the same email to his manager over and over. His boss had just announced a major reorganization without acknowledging how it would impact several critical projects Bobby led. Bobby knew he needed to address the issue, but he didn’t want to seem difficult or negative. But staying silent didn’t feel right either. Bobby found himself in a situation many professionals face—unsure about how to bring up frustrations and disappointments to those in charge. It’s tempting to avoid these tough conversations. You don’t want to damage the relationship, but it’s hard not to be upset by sudden changes or what you see as poor choices. While it m…

In 2021, two people you’ve probably never heard of—FaZe Rug and Adin Ross—faced off in a one-on-one basketball game at a Los Angeles gym. Winner gets $25,000. Sam Gilbert led a two-person team that streamed it live on YouTube from a single iPhone. The players weren’t professional athletes, and it was, Gilbert says, “a very below average basketball game.” Still, nearly 80,000 people tuned in live, most of them under 34 years old. “That was the biggest eye opener to me,” says Gilbert, director of content for Bleacher Report’s House of Highlights. “That’s when I knew there was something here.” Gilbert saw that something fundamental had shifted in sports consumption. The na…

In the handful of years since generative AI became both a zeitgeist technology and common dinner table conversation topic, people across the design industries—ranging from independent graphic designers to tech executives—have landed on a curious mantra to justify its use: it’s just a tool. In this very publication, in 2023, designers Caspar Lam and Yujune Park, wrote that “if we see a designer’s role as communicating and connecting ideas to humans in meaningful ways, AI image-generation becomes another tool and avenue for creative expression.” This perspective is not unique to them. Josh Campo, the CEO of Razorfish, extolling the virtues of AI for creatives in Forbes, w…

Featuring Tom Basden, Executive Producer, Writer, and Actor; James Griffiths, Director, Executive Producer, Tim Key, Writer, Executive Producer, Actor and Carey Mulligan, Executive Producer, Actress. Moderated by Brendan Vaughan, Editor-in-Chief, Fast Company View the full article

As the 2025 Major League Baseball season gets into full swing, you’d expect the league to use its marketing muscle to hype the heroics of its biggest stars. But its anime-style ad campaign takes that idea to a new level. “Heroes of the Game” mixes the on-field superpowers of players like Shohei Ohtani, Paul Skenes, Julio Rodríguez, Juan Soto, and Aaron Judge with the pop cultural artistry of anime hits like One Piece and Fullmetal Alchemist. Created with ad agency Wieden+Kennedy, the league also partnered with Passion Pictures and Echelle Studios in Japan, as well as acclaimed animation director Hiroshi Shimizu, to make the work. The first ad features a whol…

The tech industry is often cautious about tying layoffs to performance, even if it might play a role in who gets dismissed during widespread job cuts. But this year has signaled a noticeable shift in how some of the biggest players in tech approach layoffs: Earlier this year, Meta cut more than 3,000 employees in a move that the company framed as “non-regrettable attrition.” The number of Amazon employees on performance improvement plans reportedly surged in recent years, leading up to layoffs—and Microsoft has allegedly cut thousands of employees who were classified as “low performers.” Now Microsoft is giving low performers the option to accept a payout and leave the c…

Most companies operate like one-sided cubes—what the world sees is curated and polished, but the rest remains hidden, even to the people inside. Strategy becomes surface-level. Teams chase goals without grounding. Leaders lead without alignment. In a world growing more complex and emotionally disoriented, that’s not just unsustainable—it’s dangerous. It’s time for a Strategy Renaissance. We need to move beyond sterile planning cycles and rediscover the human heart of strategy. In this new era of work, meaning isn’t a bonus feature—it’s your sharpest edge. The Great Divide Between Strategy and Meaning We have long treated strategy as the realm of numbers a…

Neri Karra Sillaman is an adviser and speaker who was recently recognized on the Thinkers50 “Radar” list for 2024 as one of the top 30 emerging management thinkers. She is an adjunct professor and entrepreneurship expert at the University of Oxford, and founder of Neri Karra, a global luxury leather goods brand that has been manufacturing for leading Italian labels for over 25 years. A former child refugee, she brings a powerful perspective on resilience, cultural innovation, and ethical business to her work. Her insights have been featured in Harvard Business Review, Fast Company, Forbes, and Fortune. What’s the big idea? It’s no coincidence that immigrant-led business…

It’s been a pretty wild year in the world of advertising and brand work. Amid broader industry shifts, there has been some incredible brand work created this year across many different platforms, film, experiences, and more. But as we bring 2025 to a close, I wanted to take a more targeted look at some of the best commercials of this year. I’ve tried to adhere to criteria that includes level of difficulty, creative inventiveness, risk, and sheer entertainment. Despite how much great work is out there, sadly, most advertising can be generously categorized as cultural wallpaper. But these select few pieces of brand weren’t a waste of time—they made me laugh, think…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. Speaking at the Bank of America Housing Symposium in June 2025, Toll Brothers CEO Doug Yearley—who has since stepped down—acknowledged that parts of Arizona, Florida, and Texas were dealing with spec inventory “overhangs” that he said would eventually “clean up [over time] because the builders are starting fewer spec homes in the softer market, and I think that will naturally work its way out.” At the height of the Pandemic Housing Boom, when nearly everything homebuilders were building was flying off the shelves, there were only 32,000 unsold completed ne…

For years, the customer experience playbook has been treated like a technology problem. Add another tool. Deploy another bot. Automate another workflow. And yet here we are, heading into 2026 with customer satisfaction in freefall. Forrester’s 2025 CX Index shows scores hitting a new low for the fourth consecutive year. This isn’t a failure of ambition or innovation. It’s a failure of how we define success. Leaders have been optimizing for activity instead of outcomes. In the rush to scale digital engagement, many organizations fell into a bit of a containment trap, measuring success by how many customer interactions never reach a human. On paper, it looks efficient. In…

If you’re sick of paying for subscription services, Tesla has some bad news for you. The EV maker announced Wednesday that going forward, its Full Self-Driving (Supervised) software will only be available as a monthly subscription – not a one-time payment. Tesla CEO Elon Musk broke the news on X, the social media platform he owns, noting that the shift will happen on February 14. “FSD will only be available as a monthly subscription thereafter,” Musk wrote, offering no details about how that change would affect the software’s pricing. While the price of access to Full Self-Driving (FSD) mode has fluctuated over time, the current one-time purchase price for the software …