What's on Your Mind?

There’s a quiet trade-off happening inside high-growth companies right now. We’re moving faster than ever, and teams are more efficient. AI is handling work that used to take hours, and asynchronous communication means decisions don’t have to wait for meetings. On paper, it’s all an upside. But underneath the speed, something else is happening. Leaders are moving further away from their teams. Not intentionally and not dramatically—just gradually enough that you don’t notice it until alignment shifts: decisions that need to be revisited, priorities that aren’t as clear as you thought, or challenges surfacing later than they used to. The assumption that new…

It’s almost become cliche for employers to express concern about Gen Z’s lack of training in the social skills necessary for life in the office. Employers want new recruits with a certain level of professionalism—the ability to casually converse with office higher-ups, or negotiate with their own managers—that they just haven’t had the ability to practice, especially after coming of age during pandemic restrictions and widespread remote work, says Tigran Sloyan, CEO of worker assessment and learning platform CodeSignal. “When you’ve just come out of college, you’ve never really worked anywhere, so it’s very hard,” he says. To help fill that gap, CodeSignal on…

AI companies love to make bold claims about healthcare. Alphabet’s Isomorphic tells us that “frontier AI can unlock deeper scientific insights, faster breakthroughs, and life-changing medicines.” Lila confidently markets its AI as a tool for “faster discovery for every field where breakthrough science matters.” And they’re spending as though they believe the hype. Anthropic recently acquired stealth startup Coefficient Bio for $400 million. But there’s only one true test of any healthcare AI: Did it work in humans? Did it create a medicine that saved someone’s life? And bluntly, most companies have not achieved that. Let’s look at the number of treatments brought …

The line between human and machine authorship is blurring, particularly as it’s become increasingly difficult to tell whether something was written by a person or AI. Now, in what may seem like a tipping point, the digital marketing firm Graphite recently published a study showing that more than 50% of articles on the web are being generated by artificial intelligence. As a scholar who explores how AI is built, how people are using it in their everyday lives, and how it’s affecting culture, I’ve thought a lot about what this technology can do and where it falls short. If you’re more likely to read something written by AI than by a human on the internet, is it …

Becoming a chartered financial analyst (CFA)—a certification that requires thousands of hours of professional experience, as well as taking a very rigorous exam; Investopedia calls it “one of the most respected designations in finance”—is no easy feat. That is, until now. Two years ago, AI models could only pass the first two sections of the prestigious, three-part exam. The essay section, however, had it stumped. And yet, in a new study from New York University’s Stern School of Business and GoodFin, an AI-powered wealth management platform, advanced AI like Gemini 2.5 Pro and Claude Opus passed the exam with flying colors. What would’ve taken a human 1,000 hour…

Teaching machines in the way that animal trainers mold the behavior of dogs or horses has been an important method for developing artificial intelligence and one that was recognized Wednesday with the top computer science award. Two pioneers in the field of reinforcement learning, Andrew Barto and Richard Sutton, are the winners of this year’s A.M. Turing Award, the tech world’s equivalent of the Nobel Prize. Research that Barto, 76, and Sutton, 67, began in the late 1970s paved the way for some of the past decade’s AI breakthroughs. At the heart of their work was channeling so-called “hedonistic” machines that could continuously adapt their behavior in response to posi…

Artificial intelligence is helping knowledge workers do things that weren’t previously possible, according to a new report from Microsoft. In the company’s 2026 Work Trend Index report, which includes results from a survey of 20,000 knowledge workers who use AI at work, 66% of the AI users surveyed say that AI allows them to spend more time on high-value work, and 58% reveal that they’re producing work they couldn’t have produced just one year ago. That number rises to 80% among a category of AI power users Microsoft dubs “frontier professionals.” “Instead of just automating away what people used to do, and that’s an efficiency gain, what we’re seeing is much more…

When film cameras were invented, people didn’t become filmmakers overnight. We pointed cameras at theater stages, digitizing what already existed. It took us a while to reimagine what film cameras could unlock. The real opportunity wasn’t recording theater plays. It was stepping outside and inventing cinema. That’s where many nonprofits are with AI today. Most still layer it on top of existing processes, not because they don’t care about innovation, but because they lack both the frameworks to identify the right use cases and the capacity to act on them. True innovation starts when organizations have the space, skills, and confidence to reimagine how impact itse…

Ask any C-suite leader if AI is a priority in their organization. The answer is yes. The numbers back it up. Menlo Ventures reports that companies spent $37 billion in 2025 on AI. But spending does not guarantee success, and many companies are now coming out of major rollouts with little to show for it. Adoption is low, productivity hasn’t increased, and ROI is still an idea on a slide because organizations handed AI to their IT team like it was new software to install and called it a rollout. Deploying AI is a workforce strategy that demands behavior change and a new operating model. It’s not a technology rollout. It’s a workforce and culture transformation. …

OpenAI, Meta, and Elon Musk’s xAI are not accidentally drifting into romance and sex. They are deliberately inviting it. In recent months, major AI companies have opened the door to romantic and sexual relationships between humans and machines: flirtatious chatbots, erotic roleplay, AI “girlfriends,” and emotionally dependent companions. These systems are designed not merely to assist or inform, but to bond—to simulate intimacy, desire, and belonging. This is not a novelty feature. It’s a strategic choice. And at scale, it represents something far more dangerous than a questionable product decision. WHY AI COMPANIES ARE ENCOURAGING INTIMACY Romance is the m…

Scam calls are turning the world on its head. The Global Anti-Scam Alliance estimates that scammers stole a staggering $1.03 trillion globally in 2023, including losses from online fraud and scam calls. Robocalls and phone scams have long been a frustrating—and often dangerous—problem for consumers. Now, artificial intelligence is elevating the threat, making scams more deceptive, efficient, and harder to detect. While Eric Priezkalns, an analyst and editor at Commsrisk, believes the impact of AI on scam calls is currently exaggerated, he notes that the use of AI by scammers is focused on producing fake content, which looks real or on varying the content in messages d…

For publishers, one of the observations that’s often cited about AI search is that the people who click through are more intentional than those who come from traditional search. In other words, sure, AI might be nuking your referral traffic, but at least the people coming from there are more likely to engage, and potentially become loyal readers. And that’s true—the stats show it. But it’s an oversimplification of a more interesting reality. It turns out that the audience in AI search isn’t just a blob of traffic that you need to work extra hard to get the attention of. People who ask AI portals for information about something can have wildly different intentions…

Nearly two out of three American adults have used an AI-powered search tool in the past six months. But here’s the stat that should keep every product builder up at night: only 15% say they trust the results “a lot.” That gap between adoption and trust is the defining challenge for the next era of AI search. Consumers are showing up, but they are questioning the results. As product builders, we have to ask ourselves an uncomfortable question: Are we building experiences that earn and deserve consumer trust? The Walled Garden Problem Yelp partnered with Morning Consult to survey more than 2,200 U.S. adults on how they use and perceive AI-powered search. The fin…

Lakes of digital ink have been spilled on the topic of AI killing traffic to media sites. I’ve certainly poured my share. The basic fear: If your business depends on attracting as many eyeballs as possible to content on a website, AI will detour that gaze and point it toward its own summary of that content, resulting in far fewer people looking your way. There’s still a lot to be resolved with respect to the economics of AI scraping and how publishers will be compensated for that act. But however that plays out, it’s becoming clearer by the day that the battle for attention is slowly shifting to whose information is cited most prominently in an AI summary. AI presence…

Like much of Facebook nowadays, the “California Life” Facebook page is full of AI slop. There are generated images of highway patrol officers holding up a groundhog and lengthy road signs detailing California quirks. And in between those are posts that admonish AI data centers. “It’s not worth giving up an inch of this for a data center,” reads one image, in which the words look carved into a field of crops. “Not a single square inch of California is worth giving up for an AI Data Center,” reads another posted the very next day, the text floating above a generated image of the California coast, the state flag in the foreground. A third post shows that…

Thousands of AI startups are fighting for the VC funding needed to win a slice of the enterprise market. But according to Scott Stevenson, cofounder and CEO of the legal AI startup Spellbook, many are inflating their real revenues to get it. In a viral tweet on April 17, Stevenson called out these fledgling companies for perpetuating a “huge scam” in their metric reporting. It’s time to expose a huge scam in AI startups: Contracted ARR The reason many AI startups are crushing revenue records is because they are using a dishonest metric The biggest funds in the world are supporting this and misleading journalists for PR coverage. The setup:… pic.twitter.com/NQ0qFSn…

As a consultancy owner, I’ve been experimenting heavily with the headline AI applications for the better part of two years now. Our teams have tested it across dozens of products and use cases. Some experiments worked immediately. Others failed at first but succeeded six months later when the models improved. Some we’re still figuring out. The results keep evolving. A lot of leaders are obsessing over AI strategies right now. Detailed roadmaps, implementation plans, and resource allocation. I get it. Leadership wants clarity, stakeholders want commitments, and everyone wants to know the plan. But here’s the issue. Technology is moving way faster than tradition…

Some places are simply nicer to walk through than others. Compare a tree-lined path along the Seine in Paris to the side of a six-lane highway in Tallahassee, Florida, and the differences are obvious. But what exactly makes a place walkable is a matter of some debate. Those of the urbanist persuasion might point to a place’s density or mix of land uses. Platforms like Walk Score might favor accessibility, proximity, and travel times. One person might want to have a café within walking distance, while another might want the safety of working streetlights. Conditions are varied, and uneven. To better understand what exactly makes a place walkable, the architecture …

Some people love watching the Super Bowl for the game. Others love it for the commercials. If you’re in the latter group, you’ll probably have noticed that the ad spots in between commercial breaks during Super Bowl LX last night were dominated by one big theme: artificial intelligence. As noted by AdWeek, the television advertising analytics firm iSpot found that nearly a quarter of all commercials during the 2026 Super Bowl featured AI in some way. To be more precise, 15 out of the 66 commercials—or 23% of them—either used AI in their creation (like the entirely AI-generated ad from the vodka maker SVEDKA) or were spots by big tech companies directly adver…

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. AI flattery drives engagement—and distorts judgment Social networks like Facebook and TikTok use a range of techniques to keep us engaged and scrolling (and ultimately viewing ads). One of the most effective is tailoring content to our tastes and preferences, a strategy that has proved highly addictive. Last month, a Los Angeles jury found that Meta’s and Google’s use of infinite scrolling and algorithmic recommendations caused a young user to become addicted, and ordered the compa…

Sometimes, you need to shake things up in your career. Maybe the job isn’t as fulfilling anymore. Maybe changing circumstances are pushing you toward a new path. Either way, figuring out what to do next can be a challenge. Increasingly, artificial intelligence is helping people explore their next steps—even when they’re unsure themselves. Chatbots like ChatGPT can offer some guidance, provided you know how to phrase your questions. But several companies have developed specialized tools that focus specifically on this issue. Google is leading the pack with its Career Dreamer. Described as “a playful way to explore career possibilities with AI,” it’s a tool that any…