What's on Your Mind?

The AI industry has a quiet addiction problem: It is addicted to tokens. Every new generation of agentic AI seems to assume that the answer to complexity is to throw more context at the model, keep longer histories, spawn more calls, loop over more tools, and let the token meter run wild. The rise of agentic systems, and now projects like OpenClaw, makes that temptation even stronger. Once you give models more autonomy, they do not just consume tokens to answer questions. They consume them to plan, reflect, retry, summarize, call tools, inspect outputs, and keep themselves on track. OpenClaw itself describes the product as an “agent-native” gateway with sessions…

Mark Twain once quipped, “It ain’t what you don’t know that gets you into trouble. It’s what you know for sure that just ain’t so.” The problem is that we rarely question our own beliefs. Once a false assumption takes hold, it becomes a default lens we use to interpret the world—and dislodging it becomes incredibly difficult. One very basic assumption that lies at the heart of many change efforts is that information is power—the notion that if you arm people with the right knowledge, they will act on it. That’s why so many change programs are rooted in education and training, because they assume that the right information will change people’s behavior. There’s ev…

It’s 8:45am on a rainy weekday morning in Paris, and I’m standing in what used to be a traffic lane in a busy neighborhood near the city’s largest train stations. Less than a block away, cars are streaming by in the rush hour commute. But here, workers have torn up the pavement and replaced it with a newly-planted park with trees, a protected bike lane, and a wide gravel path for pedestrians. Where cars once drove, someone is walking his dog. It’s one of hundreds of streets in Paris that have been redesigned over the past decade as the city radically transformed to reduce pollution and make neighborhoods more livable. In front of elementary schools, around 300 streets…

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…

Before he became a world-famous electronic music DJ and music producer, John Summit was just John Schuster — a CPA working at accounting firm Ernst and Young and making music on the side. After his single “Deep End” was released in 2020 and grew wildly popular, so did John Summit. He’s gone on to tour all over the world, and will be headlining at Ultra Miami this weekend – one of the biggest stages in the electronic music festival scene. Summit spoke to Fast Company about his journey, his events brand “Experts Only,” and what’s next in his musical endeavors. View the full article

Whether we like it or not, AI has infiltrated the workplace and employees are under pressure to use it. However, according to a new study, you may want to skip asking AI to help you manage matters of the heart. The two-part study, titled “Sycophantic AI decreases prosocial intentions and promotes dependence” was recently published in Science. The experiment made the case that using chatbots for personal advice and navigating emotional situations can be harmful because because the system is designed to tell people what they want to hear. Using chatbots may reinforce troubling behavior rather than help people take accountability for harm and apologize. A recent Cog…

It might not seem like the maker of lawn and garden products and a skincare and cosmetics company have much in common. But both ScottsMiracle-Gro and Clinique have recognized that people are likely to seek out advice online these days, which is why they’re meeting consumers where they are with educational resources. “We’re using a lot of agentic AI to help people in any given market,” said John Sass, senior vice president and chief creative officer at ScottsMiracle-Gro, speaking at the Fast Company Grill at SXSW. “We have 158 years of experience; we can help you learn how to grow, whether you’re in Miami or Austin or Columbus, Ohio.” Recognizing this opportunity f…

For decades, there was a stubborn gender gap in employment, even as women grew more and more educated. Thirty-odd years ago, men still held 7 million more jobs—despite the fact that women were already earning college degrees at higher rates than their male counterparts. But by 2020, there was a turning point, and women outpaced men on non-farm payrolls by 109,000 jobs, which meant that they accounted for over 50% of the workforce. Then the pandemic happened. In the years since, women have slowly regained their foothold in the labor force, although working mothers in particular have faced an uphill battle between strict in-office policies and ballooning childcare cost…

Back in 1972, only 54 years ago, it was way harder for women and girls to play sports. Resources were scarce, there weren’t the same legal protections as today, it was socially discouraged—and coaches even often found themselves transporting entire teams themselves in their own cars, mopping courts and floors after a match, and funding the purchasing of uniforms and sweats. Before Title IX—the landmark legislation that ended sex-based discrimination in sports passed in 1972—girls and young women who wanted to go to college for athletics sometimes found they simply couldn’t. Maybe the admission requirements (which were different than they were for men) were too st…

During the week of March 23, a truck carrying Nestlé’s new Formula One-themed KitKat bars was making its way from picturesque central Italy to its intended destination of Poland. Somewhere along the way, the truck was intercepted and approximately 12 tons of the bars—or more than 413,793 KitKats—were stolen. The whereabouts of both the bars and the truck are still unknown. Despite all odds, this is shaping up to be a huge win for Nestlé. The Swiss food giant confirmed the chocolate heist to The Athletic on March 28, explaining that the bars in the truck were part of KitKat’s first season as F1’s official chocolate partner. No one was hurt in the process,…

Shares of mortgage giants Fannie Mae (FNMA) and Freddie Mac (FMCC) saw huge price surges early Monday after hedge fund manager Bill Ackman posted about the two stocks on social media. “Some of the highest quality businesses in the world are trading at extremely cheap prices. Ignore the MSM. One of the most one-sided wars in history that will end well for the U.S. and the world. And we have the potential for a large peace dividend. One of the best times in a long time to buy quality. Ignore the bears,” Ackman wrote in a Sunday night post on X. “And Fannie and Freddie are stupidly cheap. Asymmetry at its best. They could be a 10X and it could happen soon.” It was th…

Gen Z founders may not have spent as much time in the workplace when they started their companies as some older founders. But in some ways, that gives them unique insight that can be valuable for leaders. For Katie Diasti and Anam Lakhani, a disconnect from the work they were doing as interns has helped to shape their leadership style. Specifically, those experiences inspired them to ensure that all of their team members feel a sense of both ownership and impact for the work they’re doing. “I remember interning and creating a whole deck and making a whole presentation, but never being allowed to be in the room that the presentation was in,” recalled Diasti, found…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. Florida’s particularly intense overheating during the Pandemic Housing Boom is the key reason for its downside pricing vulnerability. While U.S. home prices rose +41% between March 2020 and June 2022, Florida home prices surged +51% over the same period—leaving some parts of the state significantly overvalued. Only, it takes a large enough shift in the supply-demand equilibrium for that vulnerability to manifest into falling prices. Of course, over the past three years, 5 factors have come together to create a supply-demand equilibrium shift large en…

A pair of landmark court cases found Meta and YouTube guilty last week of harming young users by designing algorithms that were addictive and led to mental health distress. The damages assessed against the companies amounted to a fraction of a percent of their annual earnings. The long-term implications, however, could be far more significant. The rulings found that programmed algorithms are not protected by Section 230, the federal law that shields social media companies from liability for user-posted content. That represents a crack in a legal defense these companies have relied on for years. And thousands of similar cases are already pending. Section 230 has be…

The silhouette could not change. This was the main parameter guiding the designers and engineers at KitchenAid as they set out to upgrade one of the brand’s hero product, the stand mixer. Used by amateur and professional bakers for more than 70 years, the classic stand mixer is a staple of the kitchen appliance world, and much of its staying power has to do with the consistency of the product, which has changed remarkably little in all that time. Most notably, the mixer’s bowl-hugging form factor has defined it since the start. So when the company decided to integrate some new features and functions into an updated version of the mixer—the Artisan Plus Stand Mixer…

At last, after seven months of public beta testing, Turntable is available today in the latest release of Adobe Illustrator. Presented at the 2024 edition of the Adobe Max conference as a sneak preview, the tool uses generative AI to transform any 2D vector illustration into a 3D object that you can turn around its vertical axis, as if it were on a clay modeling turntable. When it came out, its magicks left every Illustrator user cheering. If you have ever used Illustrator to craft a vector illustration—from a logo design to an animation character—it’s understandable why people were so excited. “The idea for Turntable originated from a consistent theme we heard direct…

Fast Company is extending its application deadline for Best Workplaces for Innovators 2026 to Friday, April 3 at 11:59 p.m. Pacific Time. This marks the eighth year Fast Company will be recognizing companies and organizations from around the world that most effectively empower employees at all levels to improve processes, create new products, or invent whole new ways of doing business. In addition to ranking the world’s Best Workplaces for Innovators, we will also recognize companies in 19 different categories. What differentiates Best Workplaces for Innovators from existing best-places-to-work lists is that it goes beyond benefits, competitive compensation, a…

Farmers around the world are feeling the squeeze of the Iran war. Gas prices have shot up and fertilizer supplies are waning due to Tehran’s near shutdown of the Strait of Hormuz in retaliation for U.S. and Israeli bombing. The fertilizer shortage is putting the livelihood of farmers in developing countries — already troubled by rising temperatures and erratic weather systems — further at risk, and could lead to people everywhere paying more for food. The poorest farmers in the Northern Hemisphere rely on fertilizer imports from the Gulf, and the shortage comes just as planting season begins, said Carl Skau, deputy executive director of the World Food Program. “In the …

Your favorite spot for slow-cooked riblets might be cooked. A number of Applebee’s Neighborhood Grill + Bar restaurants have closed their doors in the wake of mounting financial distress and declining foot traffic, according to a recent bankruptcy filing. The 10 shuttered stores, located in Florida and Georgia, are all owned by an Atlanta-based Applebee’s franchisee that last week became the latest regional restaurateur to seek Chapter 11 protection. The list of impacted locations includes long-standing Applebee’s restaurants near top tourist destinations such as SeaWorld, Walt Disney World, and the Daytona International Speedway. Most of the locations w…