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At this fall’s prestigious New York World Spirits Competition, a wheated bourbon that’s widely available for about $30 claimed the title of Best Overall Bourbon. The blind-tasting competition drew a crowded field of bourbons that included bottles that are typically impossible to find—or exorbitantly marked up on shelves. Among more than 100 contenders, including bourbon heavyweights like Blanton’s Gold Edition and W.L. Weller Full Proof, the reasonably priced Green River Wheated Bourbon landed the top title. Green River Wheated is an approachable 90 proof (45 percent ABV) and a blend of four- to six-year-old barrels. The judging panel described it as “a richly t…

The latest generation of artificial intelligence models is sharper and smoother, producing polished text with fewer errors and hallucinations. As a philosophy professor, I have a growing fear: When a polished essay no longer shows that a student did the thinking, the grade above it becomes hollow—and so does the diploma. The problem doesn’t stop in the classroom. In fields such as law, medicine, and journalism, trust depends on knowing that human judgment guided the work. A patient, for instance, expects a doctor’s prescription to reflect an expert’s thought and training. AI products can now be used to support people’s decisions. But even when AI’s role in doing t…

If you’re looking for a job or hiring, the question is no longer whether AI is involved—but how aggressively you’re using it. Generative AI has wormed into every stage of recruitment, from drafting applications and filtering candidates to AI-led interviews. It’s the wild west out there. (And it’s getting wilder.) Both employers and prospective employees are exasperated. Examples abound. Last year, Anthropic urged prospective applicants to not use AI systems when applying to jobs at the AI company, even asking them to sign a contract to confirm they read and understood the ask. Goldman Sachs has implemented blocks and employs AI detection software, while McKinsey act…

Early drivers steered cars by pushing a lever left and right. That was fine at slow speeds, but disastrous when you accelerated. It took years before the steering wheel arrived. Granola CEO Chris Pedregal says AI interfaces are still in the lever era. Pedregal, who in 2019 sold the edtech startup Socratic to Google, says we’re just beginning to figure out how humans should interact with AI. Three years after the launch of ChatGPT, people still associate AI with typing into a chat box. Granola is betting on a new approach to AI-enhanced note-taking. The London-based startup doesn’t record audio or video or send bots into your meetings. Instead, its tool sits on y…

You’ve heard the gospel: AI is going to change everything. Good, great, grand. But when you’re staring down a deadline and 80 unread emails, you don’t need philosophy, you need a cheat sheet. The fastest way to master AI isn’t by watching lectures, it’s by finding a way to replace an hour of your grind with a 10-second prompt. Here are five specific, repeatable ways to automate your most time-consuming professional tasks. Grab your chatbot of choice (Gemini, ChatGPT, Claude, Copilot—whatever floats your boat) and let’s get to work. Writing Staring at a blank page. Tedious, formulaic first drafts. Enough. You are a professional. You shouldn’t be spen…

A computer science student is behind a new AI tool designed to track down Redditors showing signs of radicalization and deploy bots to “deradicalize” them through conversation. First reported by 404 Media, PrismX was built by Sairaj Balaji, a computer science student at SRMIST in Chennai, India. The tool works by analyzing posts for specific keywords and patterns associated with extreme views, giving those users a “radical score.” High scorers are then targeted by AI bots programmed to attempt deradicalization through engaging the user in conversation. According to the federal government, the primary terror threat to the U.S. now is individuals radicalized to vi…

A new extension for Chrome stops AI slop from invading your life. Called Slop Evader, it is a temporal firewall that modifies your Google search queries to exclude any results indexed after November 30, 2022. That is the day the ChatGPT asteroid hit the open web, upending culture and reality as we know it. Installing Slop Evader is easy: just add it to Chrome, toggle it on, and suddenly, the scroll of generative garbage vanishes. You are back in the “old” internet knowing that every article you read is not the product of simulated intelligence. It’s an enticing idea, especially given that the latest estimation is that more than 50% of all new articles on the int…

In the fall of 2024, six college students joined forces to start an AI company together. Five of them had met while studying computer science, computer engineering, and electrical engineering at Georgia Tech in Atlanta. The sixth, its CEO, was pursuing a degree in childhood and adolescent development at Sacramento State, with an eye on becoming a grade-school teacher. That wasn’t the only thing that made him an outlier. He also happened to have been in the tech industry for well over thirty years—longer than his fellow founders had been alive. The Georgia Tech students are Ian Boraks, Jacob Justice, Drake Kelly, Ella McCheney, and Abhinav Vemulapalli, all of whom happ…

A startup called Adapt is betting that it can be an AI hub connecting other software tools to help answer questions and get things done. When users pose questions or ask for help with a business task, Adapt can answer based on information from the web and business data to which it’s been given access, similar to other AI tools. But it can also automatically launch a virtual machine, essentially a computer in the cloud from which it can connect to a wide range of internet-based software, pull information from databases, and craft custom code to analyze data and create charts and visualizations. It’s an approach that cofounder and CEO Jim Benton says lets users w…

A new technology can pinpoint victims of intimate partner violence four years earlier than other detection systems and with 80% accuracy. The Automated Intimate Partner Violence Risk Support System (AIRS) utilizes clinical history and radiologic data to pinpoint patients seen in the emergency room who may be at a risk for intimate partner violence (IPV). Developed over the past five years, AIRS has been rolled out to the Brigham and Women’s Hospital’s Emergency Rooms in Boston as well as surrounding primary care sites. Currently, the tool has been validated at the University of California-San Francisco Medical Center and is being evaluated by the Alameda Health Syste…

Ever wondered what it would be like to wake up in Pompei on eruption day? How about how it would have felt to be a passenger on the Titanic? Now you don’t need to. A new TikTok trend lets you travel back in time via artificial intelligence and experience the POV of someone living though that time period. From waking up as a caveman in 40 B.C. to being the last person on earth in 2087, many of the most viral videos have been posted by creator @timetravellerpov. “The inspiration behind my videos is the desire to bring history to life in a way that feels immersive,” @timetravellerpov tells Fast Company over email. “Each one is designed to transport viewers into differen…

Students using AI to cheat on homework or tests is a source of much discussion. But some scholars argue the greater risk of students using AI is that they will simply not learn. Approximately 90% of 1,100 U.S. students surveyed at two-year and four-year colleges in 2025 reported using generative AI for everything from drafting assignments to clarifying complex concepts. But when students use AI as a tutor or study partner, not as an immediate answer generator, does it make it easier or harder for them to learn? We are economists who tried to answer this question by designing an AI tool using ChatGPT’s custom GPT feature, with the web access of the chatbot disa…

Picture a memory from childhood, one that feels real and nostalgic, but somehow just out of grasp: perhaps a family trip to the beach, or a moment mid-swing on the playset, or an afternoon spent hunting for four-leaf clovers. Now, imagine that you could bottle that golden moment into a fragrance. One scientist at MIT, Cyrus Clarke, is working to do just that. Alongside a team of fellow researchers, Clarke has developed a physical machine called the Anemoia Device, which uses a generative AI model to analyze an archival photograph, describe it in a short sentence, and, following the user’s own inputs, convert that description into a unique fragrance. The word “an…

What many applicants may not realize is that, nowadays, the first hurdle in applying for a job is dealing with AI. Candidates now often must clear an artificial intelligence system that screens their résumés that quietly determines who advances, and whose application is filed away in a drawer or spam folder, never to see the light of day. Now, a new lawsuit filed on Tuesday is the first in the U.S. to accuse an AI hiring company of violating the Fair Credit Reporting Act. Eightfold AI, a venture capital-backed artificial intelligence hiring platform, is being sued by two workers in California for allegedly compiling reports used to screen job applicants without their…

“Insane project idea: all of wikipedia on a single, scrollable page,” Patina Systems founder Tyler Angert posted on X earlier this month. “Even better, an infinitely scrolling Wikipedia page based on whatever you are interested in next?” replied Bloomberg Beta VC James Cham. “WikiTok,” added Angert. insane project idea: all of wikipedia on a single, scrollable page — Tyler Angert (@tylerangert) February 3, 2025 New York-based app developer Isaac Gemal stumbled across the discussion the following evening. Within two hours, WikiTok was live. If you’re the type to instinctively pull up Wikipedia to fact-check anything and everything, this app is made for you. W…

Nowadays, when you hear someone talk about faxing, there’s a decent chance it’s the punchline to a groan-inducing dad joke. (Not that I would ever be guilty of such silliness, of course. I stick strictly to the fax.) And yet, here in the futuristic-feeling time of 2025, we all find ourselves facing the very occasional and impossibly baffling need to send something somewhere specifically by fax. Try as you might, sometimes, you just can’t avoid it. (One might even say those are just the fax of life!) Faxing is antiquated technology through and through, but for whatever reason, we as a society don’t quite seem ready to shed it entirely—despite the fact that we’ve go…

The modern email inbox can be disorganized and unwieldy. Important emails get lost under spam and receipts, and the search function doesn’t always work like you hoped it would. Many of us gave up on inbox zero long ago. If that sounds like you, this new smart email client might be exactly what you’re looking for. Extra is an email inbox app designed by Build Forever, a software company founded by a trio of former Pinterest employees. The app intriguingly reimagines the entire user experience of the inbox from one of stacked, accumulating, text-only subject lines to an image-rich interface that surfaces the most important emails for you using AI. Build Forever …

Spring is just around the corner, ushering in new growth, brighter days, and the heady anticipation of summer. For those of us with sizable screen time, spring’s arrival also means that the dreary weather is no longer an excuse for spending hours doomscrolling TikTok and Instagram Reels until our eyes glaze over. And now there’s an app that can help you feel like it’s spring year-round. Rhys Kentish is a senior software engineer at the London-based app design firm Brightec. He’s spent the past four months building an app that makes users literally touch grass before they can open social media. “I was sick and tired of my reflex in the morning being to reach for my…

At the start of the Introduction to Innovation class at Robert C. Hatch High School in rural Uniontown, Alabama, the face of a teacher fills a wall-size screen at the front of the room. Beaming in from far away like a Zoom call, the teacher is part of a new approach to providing specialized education in underserved communities. This is the Connected Rural Classroom. It’s a novel rethink of the typical high school classroom, designed specifically to increase access to niche, high-quality education for students in rural schools with limited resources. A remote teacher on a big screen is just one part of the classroom’s unique elements. Designed to emphasize science, tec…

In June 2024, a team of divers sank a curious assortment of 24 sculptures off the northern coast of Bali. The sculptures look like works of art—and in many ways they are. But they are also memorial reefs that turn cremated ashes into structures that regenerate marine life. Over the past three years, a British startup called Resting Reef has been working to revamp the death care industry. Instead of keeping ashes inside an urn (which often ends up gathering dust on a shelf) or scattering ashes at sea (a fleeting gesture that leaves no lasting trace), you can have Resting Reef integrate them into an underwater memorial that can double as an artificial reef. Now, the…

The wildfires in Los Angeles have destroyed entire neighborhoods, ravaging more than 16,000 homes and structures in Altadena and Pasadena, alone. Asher Bingham, an L.A.-based portrait artist, spends her days taking in the extent of what has been lost. She spends hours at her drawing table, illustrating homes that have been lost and then mailing them to the people who used to live there. One day, she hopes to have an art show that features different neighborhoods, with pictures of homes along with the stories of the people who lived there. [Illustration: Asher Bingham] Two days after the fires began, Bingham took to Instagram, inviting people who had lost their …

Over the course of his 50 years in the art world, Michael Hafftka’s figurative expressionist work has been exhibited at many of the world’s most prominent galleries. His paintings have hung at the Museum of Modern Art, the Metropolitan Museum of Art, and the Sauf Gallery in Paris. Now, his work is being presented in a more unusual place: on Hugging Face, the AI website. The New York–born artist, now 72, has uploaded roughly half his oeuvre to the platform. He did it on his own initiative after researching Hugging Face and recognizing it as a gathering place for AI work. The move functions as both an artistic gesture and an archival one. His path to AI is less surp…