Alexios Mantzarlis, the founding director of the International Fact-Checking Network, worked closely with Meta as the company set up its partnerships. He took exception on Tuesday to Zuckerberg's statement that "the fact-checkers have just been too politically biased, and have destroyed more trust than they've created, especially in the US." What Zuckerberg called bias is a reflection of the fact that the right shares more misinformation from the left, said Mantzarlis, now the director of the Security, Trust, and Safety Initiative at Cornell Tech. "He chose to ignore research that shows that politically asymmetric interventions against misinformation can result from politically asymmetric sharing of misinformation," Mantzarlis said. "He chose to ignore that a large chunk of the content fact-checkers are flagging is likely not political in nature, but low-quality spammy clickbait that his platforms have commodified. He chose to ignore research that shows Community Notes users are very much motivated by partisan motives and tend to over-target their political opponents."

while Community Notes has shown some promise on X, a former Twitter executive reminded me today that volunteer content moderation has its limits. Community Notes rarely appear on content outside the United States, and often take longer to appear on viral posts than traditional fact checks. There is also little to no empirical evidence that Community Notes are effective at harm reduction. Another wrinkle: many Community Notes currently cite as evidence fact-checks created by the fact-checking organizations that Meta just canceled all funding for.

What Zuckerberg is saying is that it will now be up to users to do what automated systems were doing before — a giant step backward for a person who prides himself on having among the world's most advanced AI systems.

"I can't tell you how much harm comes from non-illegal but harmful content," a longtime former trust and safety employee at the company told me. The classifiers that the company is now switching off meaningfully reduced the spread of hate movements on Meta's platforms, they said. "This is not the climate change debate, or pro-life vs. pro-choice. This is degrading, horrible content that leads to violence and that has the intent to harm other people."

I floated a theory of mine to Atlantic writer Charlie Warzel on this week’s episode of Panic World that content moderation, as we’ve understood, it effectively ended on January 6th, 2021. You can listen to the whole episode here, but the way I look at it is that the Insurrection was the first time Americans could truly see the radicalizing effects of algorithmic platforms like Facebook and YouTube that other parts of the world, particularly the Global South, had dealt with for years. A moment of political violence Silicon Valley could no longer ignore or obfuscate the way it had with similar incidents in countries like Myanmar, India, Ethiopia, or Brazil. And once faced with the cold, hard truth of what their platforms had been facilitating, companies like Google and Meta, at least internally, accepted that they would never be able to moderate them at scale. And so they just stopped.

After 2021, the major tech platforms we’ve relied on since the 2010s could no longer pretend that they would ever be able to properly manage the amount of users, the amount of content, the amount of influence they “need” to exist at the size they “need” to exist at to make the amount of money they “need” to exist.

Under Zuckerberg’s new “censorship”-free plan, Meta’s social networks will immediately fill up with hatred and harassment. Which will make a fertile ground for terrorism and extremism. Scams and spam will clog comments and direct messages. And illicit content, like non-consensual sexual material, will proliferate in private corners of networks like group messages and private Groups. Algorithms will mindlessly spread this slop, boosted by the loudest, dumbest, most reactionary users on the platform, helping it evolve and metastasize into darker, stickier social movements. And the network will effectively break down. But Meta is betting that the average user won’t care or notice. AI profiles will like their posts, comment on them, and even make content for them. A feedback loop of nonsense and violence. Our worst, unmoderated impulses, shared by algorithm and reaffirmed by AI. Where nothing has to be true and everything is popular.

A big chunk of Americans ignore news completely, or get it sporadically from TikTok, X, or YouTube. Rather than seeking it out, people are exposed to snippets of current affairs as part of curated news feeds, often from obscure or disreputable sources (only 3% of Facebook’s content is political news).

Meanwhile, the right has capitalized on the decline of legacy media, expertly curating a profitable and thriving ecosystem of podcasters, influencers, alt-tech platforms like Rumble, and media companies like the Daily Wire propped up by conservative billionaires and funders. Young talent is found in spaces like TikTok, developed and incubated in spaces like PragerU, promoted by other influencers, and amplified by social media spaces that prioritize conservative content.

No matter how liberal they are, left-wing billionaires are unlikely to support creators who advocate for socialism or the abolition of wealth hoarding.

Influencers are not bound by journalistic ethics or objectivity and are free to take funding from companies, PACs, and wealthy donors. They speak directly to the concerns of younger people, pushing populist messaging. Entry points into this right-wing ecosystem come through various forms of entrepreneurial hucksterism. Young people faced with high housing costs, dwindling job prospects, and inflation — regardless of what economic statistics say — seize on webinars and YouTube videos by people claiming that you can hustle and grind your way into economic success, whether through crypto, dropshipping, multi-level marketing schemes, or OnlyFans.

we now understand a lot about why false information spreads (it’s a combination of emotional appeal, partisan animus, and algorithmic amplification). But we are no closer to solving the problem at its center: How can we find common ground when we can’t agree on basic facts?

Moving forward, we should not be concerned with isolated incorrect facts, but with the deeply-rooted stories that circulate at all levels of culture and shape our points of view. The challenge for 2025 is to confront these deeper epistemic divides that shape how Americans understand the world; in other words, the ways we arrive at the knowledge that forms our perspective.

Trump used these podcast appearances to both humanize and mythologize himself. He used them to launder his extremist positions through the pervasive can’t you take a joke filter that propels the Tony Hinchcliffes of the world to stardom. Most important of all, he used them to get out the vote.

in 2024, shouting to a few thousand true believers has nothing on being anointed by Elon Musk on X and a cadre of right-wing influencers with collective followings in the hundreds of millions.

What Trump and his team understood is that “the discourse,” to whatever extent that means anything anymore, no longer happens in op-ed columns or on The Daily Show or even on Breitbart, and hasn’t for years. Kamala Harris seemingly did not. She did appear on Call Her Daddy, a stratospherically popular podcast with an audience primarily comprising young women, and her campaign enlisted a number of influencers as surrogates. But she skipped Rogan, Lex Friedman, and other mainstream-adjacent marathon podcasts.

the world of conservative influencers dwarfs their liberal counterparts in both follower size and impact. In the same way Democrats never found their own Rush Limbaugh, they don’t have a Steven Crowder or a Ben Shapiro or even, so help us, a Tim Pool. There are Democrats with followings online, but the cumulative gap in people paying attention to what they say is several orders of magnitude wide.

what is the future of branding in the age of slop? The provocation for this particular stream of thought was a Tiktok video by brand strategist Eugene about branding in the era of brainrot. This video declares that the age of brands as stories has ended. There are no more ninety second spots that tell a tale, he argues, now there’s only vibe, something more like sentiment or affect – what's picked up in a crowded feed, two or three seconds between footage of catastrophic climate change and a monkey who’s learned to do makeup tutorials. He gives the example of a Twitch stream: it may be too hectic to read the individual posts, but you can monitor the sentiment. You can catch the vibe.

New things – brands, products, trends – are increasingly defined in relational terms to such an extent that they become devoid of any unique story, character, or essence.

Moodboarding as a practice is maxed out. It’s become a nearly absurdist consumer hobby, and it’s part and parcel of our algorithmic reality, targeted yet vague. Similarly, slop can’t be meaningfully curated because there are too many actors, algorithms, and microtrends being expressed simultaneously, in too many automated iterations.

When the brand is a person, an entity with a personality. The idea is that you can hone this personality in order to define your organization better and make more money out in the world. “All organizations have an identity whether they control it or not. A corporate identity programme harnesses and manages this identity in the corporate interest,” Wally Olins wrote.

Brand as story is the other conventional frame that’s been very popular, as mentioned in the Tiktok that kicked this off. This one is all about using things like narrative structure and the hero’s journey to structure the way a brand shows up and communicates, and also using stories as branding opportunities. Brand “lore” is an updated subset of brand as story.

These stories tend to coalesce around a charismatic founder (Tesla and Elon), a social cause (Patagonia and the environment), even a countercultural position (SST records and punk rock). The depth of the lore is directly correlated to brand value. Consumers can become pay-to-play characters of the story.

Brand as pattern is about creating something that shows up iteratively in the world, rather than repeating messages rotely. This has classic examples, like Absolut ads, and more mimetic ones, where users take on the pattern and create the brand themselves

Memes are an advanced form of this practice – everything from Pepe to Brat makes use of this repetition to create flexible and iterative meaning.  Brands that rely heavily on UGC are often related to brand-as-pattern.

Then there’s brand as world, the less eggheaded, more contemporary version of brand as story. Worldbuilding as a brand activity feels intuitively more digital and immersive, less linear than straight narrative.  Many luxury brands employ this practice to help us imagine a world of accessible wealth where people are more beautiful, more free, more actualized. Disney offers an accessible, albeit more fanciful version of this practice – creating an actual destination with its own culture and characters. In either case, the brand is a portal that gives you partial access to an alternative reality.

Brand as coherence is another more philosophical way of looking at brands, one that Nemesis-friend Michael Rock of 2x4 talks about a lot. In this world the brand is the je ne sais quois or x factor that makes everything fit together. It’s the systematic principle itself.  This coherence can be emotional… “When we talk about a strong brand, what we mean is that it consistently delivers the emotion it promises. The most successful brands, or at least the ones everyone emulates, have the knack for using design to produce an emotional coherence that spans from content to product to experience. Think Apple or BMW or Chanel. Not everything has to look alike, but it all has to feel alike. Whenever we encounter them we get that familiar brand sensation. That tingling tells you it's working.” (Michael Rock, Hooked on a Feeling) Or technical… “I know that [branding] is an incredibly distasteful term in cultural and academic organizations, but like it or not branding has become one of the major organizing principles of the world as we know it right now. States have brands, corporations have brands, people have brands, institutions have brands — everyone’s talking about that, and when they talk about brand, they may all be talking about different things, but I think it’s a way of thinking about this idea of assembly…I would say maybe that branding is this act of assemblage that creates seemingly coherent entities.” (Michael Rock, Berkeley design lecture)

there’s the brand as vibes. These are not just brands that have us asking what the there-there is. They’re also brands like Marc Jacobs’ Heaven, which has brought together disparate objects that fit a sort of dreamy Gen Z moodboard to great effect, creating new life for what was quickly becoming a legacy brand. Then there’s A24, perhaps one of the greatest vibe brands of them all.

vibes are something we feel, and have something to do with a sense of recognition or belonging.

In a sense, vibes are procedurally generated, created by following resonant patterns and associations rather than by directly expressing new ideas or unique sentiments. The value assigned to brands built on vibes is similarly transitive – if you like X you will probably like Y.  In the best cases, a brand can create and embody its own ineffable vibe that imbues all of its products and endeavors with a sense of magical value. Seeing the new A24 film is more about experiencing a new iteration of the brand than it is about the movie’s actual plot, cast, or story. Fans want to see a particular sensibility applied to the world around it.

When a brand is a person, you have an emotional connection with them (they also have rights: see Citizens United). When it's a story, it entertains you and holds your attention. When a brand is a world, there's immersion and escape. When it's a pattern, you can replicate it and play with it.

With all this in mind, the key to successful brands after vibes may be in creating... something dense and irrefutable: a brand that flaunts itself as proof of work, that makes clear the amount of real information and human effort that went into creating it, that can’t become blurry. The brand is labor itself, a direct expression of the work that produces it. something exceptionally simple – logo only, that is, just one coordination point…or better yet, a ticker, a single letter, a point of pure speculative energy. Something so singular it can’t be spun off into iterations, but due to its singularity, can freely attach to and feed itself by anything and everything. The brand is an atom, a particle, a single-cell organism. something like dazzle, the makeup that helps a face escape facial recognition software: something so incoherent it can't be read by the model or algorithm, something that cannot be expressed as or compressed into a vibe.  In  this case, the brand is noise, something rule breaking that jams an orderly system of meaning / value.

increasingly, a broad collection of conspiracy groups, extremist movements, political and commercial interests, and at times hostile states, coalesce around crises to further their agendas through online falsehoods, division and hate. They exploit social media moderation failures, gaming their algorithmic systems, and often produce dangerous real-world effects.

Some of the largest accounts sharing falsehoods about the hurricane response – including those with more than 2 million followers – have actively engaged with other forms of mis- and disinformation and hate. This includes anti-migrant conspiracies, false claims of electoral fraud, and antisemitic discourse around the so-called ‘Great Replacement.’ Their role as amplifiers here reveals how diverse groups converge on moments of crisis to co-opt the news cycle and launder their positions to a wider or mainstream audience.

Falsehoods around hurricane response have spawned credible threats and incitement to violence directed at the federal government – this includes calls to send militias to face down FEMA for the perceived denial of aid, and that individuals would “shoot” FEMA officials and the agency’s emergency responders.

Through this strategy, Dotdash Meredith allegedly identifies small sites that have cemented themselves in Google results for a specific (and valuable) term or in a specific topic, with the goal of pushing them down the rankings by publishing vast amounts of content of their own.

“IAC’s vision for Dotdash Meredith — to be a flywheel for generating advertising and commerce revenue — is finally starting to pan out.  […] More than 80% of Dotdash Meredith’s traffic and digital revenue come from its core sites, such as Food & Wine, Travel & Leisure, and Southern Living, that deliver a form of what one might think of as commerce-related service journalism.” — Allison Schiff, managing editor of AdExchanger

To give the pet insurance affiliate section of Forbes the best chance to succeed, the Forbes Advisor team pumped out A LOT of content about pets and built A LOT of links around the topic with statistics round-ups designed to obfuscate the original sources in order to increase the chances of people linking to Forbes.com when using the stats

All this hard work paid off in the form of an estimated 1.1 million visitors each month to the pet insurance section of Forbes Advisor

This happened at the expense of every site that has produced content about dogs, cats, and other pets for many years before Forbes.com decided to cash in on pet insurance affiliate money.  They successfully replicated this model again and again and again across the huge variety of topics that Forbes covers today.

Step one: buy the site. Step two: fire staff. Step three: revamp the content strategy to drive new monetizable traffic from Google

“As a journalist, all of this depresses me,” wrote Brian Merchant, the technology columnist at the Los Angeles Times. He continued, “If journalists are outraged at the rise of AI and its use in editorial operations and newsrooms, they should be outraged not because it’s a sign that they’re about to be replaced but because management has such little regard for the work being done by journalists that it’s willing to prioritize the automatic production of slop.”

Here’s a recap so far: Digital media conglomerates are developing SEO content strategies designed to out-publish high-ranking specialist independent publishers. Legacy media brands are building in-house SEO content teams that tie content creation to affiliate marketing revenue in topics that have nothing to do with their original areas of expertise. Newly created digital media companies are buying once successful and influential blogs with the goal of driving traffic to casino sites. Private equity firms are partnering with companies like AdVon to publish large amounts of AI-generated content edited by SEO-focused people across their portfolio of media brands. And here’s the worst part: Google’s algorithm encourages all of them to rinse and repeat the same strategies by allowing their websites to rank in top positions for SEO-fueled articles about any topic imaginable. Even in cases when the articles have been written by AI and published under fake authors.

I believe everyone could benefit from a personal website. Its form encourages you to look inward, whereas every social platform on the internet encourages you to look outward. A personal website has affordances which encourage you to create something that you couldn’t otherwise create anywhere else, like YouTube or Reddit or Facebook or Twitter or even Mastodon. Why? Because the context of those environments is outward looking. It’s not personal, but social. The medium shapes the message.

Additionally, a personal website and a social platform are two different environments: one I’ve cultivated, the other I’ve been granted.

Like dancing or singing, you don’t have to be skilled to do them. Personal websites should be the same. They’re for everyone. Like dancing and singing, their expression can be as varied as every individual human.

My problems were too complex and modern to explain. So I skated across parking lots, breezeways, and sidewalks, I listened to the vibration of my wheels on brick, I learned the names of flowers, I put deserted paths to use. I decided for myself each curve I took, and by the time I rolled home, I felt lighter. One Saturday, a friend invited me to roller-skate in the park. I can still picture her in green protective knee pads, flying past. I couldn’t catch up, I had no technique. There existed another scale to evaluate roller skating, beyond joy, and as Rollerbladers and cyclists overtook me, it eclipsed my own. Soon after, I stopped skating.

the end point for the working artist is to create an object for sale. Once the art object enters the market, art’s intrinsic value is emptied out, compacted by the market’s logic of ranking, until there’s only relational worth, no interior worth. Two novelists I know publish essays one week apart; in a grim coincidence, each writer recounts their own version of the same traumatic life event. Which essay is better, a friend asks. I explain they’re different; different life circumstances likely shaped separate approaches. Yes, she says, but which one is better?

we are inundated with cold, beautiful stats, some publicized by trade publications or broadcast by authors themselves on all socials. How many publishers bid? How big is the print run? How many stops on the tour? How many reviews on Goodreads? How many mentions on Bookstagram, BookTok? How many bloggers on the blog tour? How exponential is the growth in follower count? Preorders? How many printings? How many languages in translation? How many views on the unboxing? How many mentions on most-anticipated lists?

A starred review from Publisher’s Weekly, but I wasn’t in “Picks of the Week.” A mention from Entertainment Weekly, but last on a click-through list.

There must exist professions that are free from capture, but I’m hard pressed to find them. Even non-remote jobs, where work cannot pursue the worker home, are dogged by digital tracking: a farmer says Instagram Story views directly correlate to farm subscriptions, a server tells me her manager won’t give her the Saturday-night money shift until she has more followers.

What we hardly talk about is how we’ve reorganized not just industrial activity but any activity to be capturable by computer, a radical expansion of what can be mined. Friendship is ground zero for the metrics of the inner world, the first unquantifiable shorn into data points: Friendster testimonials, the MySpace Top 8, friending. Likewise, the search for romance has been refigured by dating apps that sell paid-for rankings and paid access to “quality” matches. Or, if there’s an off-duty pursuit you love—giving tarot readings, polishing beach rocks—it’s a great compliment to say: “You should do that for money.” Join the passion economy, give the market final say on the value of your delights. Even engaging with art—say, encountering some uncanny reflection of yourself in a novel, or having a transformative epiphany from listening, on repeat, to the way that singer’s voice breaks over the bridge—can be spat out as a figure, on Goodreads or your Spotify year in review.

And those ascetics who disavow all socials? They are still caught in the network. Acts of pure leisure—photographing a sidewalk cat with a camera app or watching a video on how to make a curry—are transmuted into data to grade how well the app or the creators’ deliverables are delivering. If we’re not being tallied, we affect the tally of others. We are all data workers.

In a nightmarish dispatch in Esquire on how hard it is for authors to find readers, Kate Dwyer argues that all authors must function like influencers now, which means a fire sale on your “private” life. As internet theorist Kyle Chayka puts it to Dwyer: “Influencers get attention by exposing parts of their life that have nothing to do with the production of culture.”

what happens to artists is happening to all of us. As data collection technology hollows out our inner worlds, all of us experience the working artist’s plight: our lot is to numericize and monetize the most private and personal parts of our experience.

We are not giving away our value, as a puritanical grandparent might scold; we are giving away our facility to value. We’ve been cored like apples, a dependency created, hooked on the public internet to tell us the worth.

When we scroll, what are we looking for?

While other fast fashion brands wait for high-end houses to produce designs they can replicate cheaply, Shein has completely eclipsed the runway, using AI to trawl social media for cues on what to produce next. Shein’s site operates like a casino game, using “dark patterns”—a countdown clock puts a timer on an offer, pop-ups say there’s only one item left in stock, and the scroll of outfits never ends—so you buy now, ask if you want it later. Shein’s model is dystopic: countless reports detail how it puts its workers in obscene poverty in order to sell a reprieve to consumers who are also moneyless—a saturated plush world lasting as long as the seams in one of their dresses. Yet the day to day of Shein’s target shopper is so bleak, we strain our moral character to cosplay a life of plenty.

(Unsplash) Technology The Collapse of Self-Worth in the Digital Age Why are we letting algorithms rewrite the rules of art, work, and life? BY THEA LIM Updated 17:52, Sep. 20, 2024 | Published 6:30, Sep. 17, 2024 W HEN I WAS TWELVE, I used to roller-skate in circles for hours. I was at another new school, the odd man out, bullied by my desk mate. My problems were too complex and modern to explain. So I skated across parking lots, breezeways, and sidewalks, I listened to the vibration of my wheels on brick, I learned the names of flowers, I put deserted paths to use. I decided for myself each curve I took, and by the time I rolled home, I felt lighter. One Saturday, a friend invited me to roller-skate in the park. I can still picture her in green protective knee pads, flying past. I couldn’t catch up, I had no technique. There existed another scale to evaluate roller skating, beyond joy, and as Rollerbladers and cyclists overtook me, it eclipsed my own. Soon after, I stopped skating. Y EARS AGO, I worked in the backroom of a Tower Records. Every few hours, my face-pierced, gunk-haired co-workers would line up by my workstation, waiting to clock in or out. When we typed in our staff number at 8:59 p.m., we were off time, returned to ourselves, free like smoke. There are no words to describe the opposite sensations of being at-our-job and being not-at-our-job even if we know the feeling of crossing that threshold by heart. But the most essential quality that makes a job a job is that when we are at work, we surrender the power to decide the worth of what we do. At-job is where our labour is appraised by an external meter: the market. At-job, our labour is never a means to itself but a means to money; its value can be expressed only as a number—relative, fluctuating, out of our control. At-job, because an outside eye measures us, the workplace is a place of surveillance. It’s painful to have your sense of worth extracted. For Marx, the poet of economics, when a person’s innate value is replaced with exchange value, it is as if we’ve been reduced to “a mere jelly.” Wait—Is ChatGPT Even Legal? AI Is a False God How Israel Is Using AI as a Weapon of War Not-job, or whatever name you prefer—“quitting time,” “off duty,” “downtime”—is where we restore ourselves from a mere jelly, precisely by using our internal meter to determine the criteria for success or failure. Find the best route home—not the one that optimizes cost per minute but the one that offers time enough to hear an album from start to finish. Plant a window garden, and if the plants are half dead, try again. My brother-in-law found a toy loom in his neighbour’s garbage, and nightly he weaves tiny technicolour rugs. We do these activities for the sake of doing them, and their value can’t be arrived at through an outside, top-down measure. It would be nonsensical to treat them as comparable and rank them from one to five. We can assess them only by privately and carefully attending to what they contain and, on our own, concluding their merit. And so artmaking—the cultural industries—occupies the middle of an uneasy Venn diagram. First, the value of an artwork is internal—how well does it fulfill the vision that inspired it? Second, a piece of art is its own end. Third, a piece of art is, by definition, rare, one of a kind, nonfungible. Yet the end point for the working artist is to create an object for sale. Once the art object enters the market, art’s intrinsic value is emptied out, compacted by the market’s logic of ranking, until there’s only relational worth, no interior worth. Two novelists I know publish essays one week apart; in a grim coincidence, each writer recounts their own version of the same traumatic life event. Which essay is better, a friend asks. I explain they’re different; different life circumstances likely shaped separate approaches. Yes, she says, but which one is better? I GREW UP a Catholic, a faithful, an anachronism to my friends. I carried my faith until my twenties, when it finally broke. Once I couldn’t gain comfort from religion anymore, I got it from writing. Sitting and building stories, side by side with millions of other storytellers who have endeavoured since the dawn of existence to forge meaning even as reality proves endlessly senseless, is the nearest thing to what it felt like back when I was a believer. I spent my thirties writing a novel and paying the bills as low-paid part-time faculty at three different colleges. I could’ve studied law or learned to code. Instead, I manufactured sentences. Looking back, it baffles me that I had the wherewithal to commit to a project with no guaranteed financial value, as if I was under an enchantment. Working on that novel was like visiting a little town every day for four years, a place so dear and sweet. Then I sold it. As the publication date advanced, I was awash with extrinsic measures. Only twenty years ago, there was no public, complete data on book sales. U

Marx’s definition captures that taste isn't just having an eye, ear, or sense for quality, it’s about having an accurate filter for the choices that are uniquely you. As he explains, “There are occasional sui generis taste geniuses, but most people with good taste…are very curious and studious people who have learned it over time.”

A better barometer of whether someone has authentically cultivated their own taste—or merely adopted what the algorithm feeds them—is their enthusiasm for sharing what they’re into and why. For instance, I have little personal interest in exploring TV or movies, which admittedly might be off-putting to some. However, the last guy I dated had what I consider to be great taste in this area. Unfamiliar picks from the 1970s through the ‘90s, international and domestic alike – I loved that he could open me up to this world. His world.

if shared tastes are sometimes important and sometimes not, how should we incorporate taste into our dating decisions? According to Dr. Akua Boateng, a licensed psychotherapist with an emphasis in individual and couples therapy, how you and your significant other blend your interests is the real indicator of compatibility. “It really goes back to people’s psychology or politics of difference,” Boateng says. If differences are the kindling for conflict rather than connection, compromise, and acceptance, it’s doomed from the start. “If you're coming from two different worlds, and the things that make you tick and find joy are diametrically opposed, you're going to have conflict in how you spend your time,” she says.

“From 2009 through 2014, it felt like people were bringing real life, morals, values and judgements to the internet, whereas now it feels like we’re bringing internet values and judgements to real life and trying to force them into how we move and interact…” says Mark Sabino, a product designer and cultural critic. The ease with which algorithms relentlessly serve up “content” has brought a societal shift toward liking or disliking things that are relatable rather than personal.

As we grow together within relationships, we’re continuously collecting new markers of taste to bring home to our person. It’s an exchange in perpetuity – memes, restaurants, recipes – whatever moves you to feel something, you’re likely sharing with your partner. As Portrait of a Lady director Céline Sciamma told The Independent, “A relationship is about inventing your own language. You’ve got the jokes, you’ve got the songs, you have this anecdote that’s going to make you laugh three years later. It’s this language that you build.”

As much as taste can be a connector and a litmus test, it’s unreliable as a fixed lens for selecting partners. Instead of evaluating every prospect based on how they match up “on paper” to your taste do’s and don’ts, both Marx and Boateng point out that taste is one of multiple characteristics that can influence the quality of relationships. But if you just can’t get over someone’s allegiance to Taylor Swift or Burning Man, Boateng says, “It could be a sign that how this person operates in the world is just not intriguing to [you]. It's not problematic or bad. It's just not uniquely intriguing to you.” And here, you should definitely trust your taste.

Mr. Musk had largely come to peace with a price of $100 a year for Blue. But during one meeting to discuss pricing, his top assistant, Jehn Balajadia, felt compelled to speak up. “There’s a lot of people who can’t even buy gas right now,” she said, according to two people in attendance. It was hard to see how any of those people would pony up $100 on the spot for a social media status symbol. Mr. Musk paused to think. “You know, like, what do people pay for Starbucks?” he asked. “Like $8?” Before anyone could raise objections, he whipped out his phone to set his word in stone. “Twitter’s current lords & peasants system for who has or doesn’t have a blue checkmark is bullshit,” he tweeted on Nov. 1. “Power to the people! Blue for $8/month.”

The swarms of online surveillers typically only know how to detect clearly stated opinions, and the less linguistic jouissance the writer of these opinions displays in writing them, the easier job the surveillers will have of it. Another way of saying this is that those who read in order to find new targets of denunciation are so far along now in their convergent evolution with AI, that the best way to protect yourself from them is to conceal your writing under a shroud of irreducibly human style

Such camouflage was harder to wear within the 280-word limit on Twitter, which of course meant that the most fitting and obvious way to avoid the Maoists was to retreat into insincere shitposting — arguably the first truly new genre of artistic or literary endeavor in the 21st century, which perhaps will turn out to have been as explosive and revolutionary as, say, jazz was in the 20th.

Our master shitposter has perfectly mirrored the breakdown of sense that characterizes our era — dril’s body of work looks like our moment no less than, say, an Otto Dix painting looks like World War I

The function of criticism is and has always been to complicate our sense of beauty. Good criticism of music we love—or, occasionally, really hate—increases the dimensions and therefore the volume of feeling. It exercises that part of ourselves which responds to art, making it stronger.

The correction to critics’ failure to take pop music seriously is known as poptimism: the belief that pop music is just as worthy of critical consideration as genres like rock, rap or, god forbid, jazz. In my opinion, this correction was basically good. It’s fun and interesting to think seriously about music that is meant to be heard on the radio or danced to in clubs, the same way it is fun and interesting to think about crime novels or graphic design. For the critic, maybe more than for anyone else, it is important to remember that while a lot of great stuff is not popular, popular stuff can be great, too.

every good idea has a dumber version of itself on the internet. The dumb version of poptimism is the belief that anything sufficiently popular must be good. This idea is supported by certain structural forces, particularly the ability, through digitization, to count streams, pageviews, clicks, and other metrics so exactly that every artist and the music they release can be assigned a numerical value representing their popularity relative to everything else. The answer to the question “What do people like?” is right there on a chart, down to the ones digit, conclusively proving that, for example, Drake (74,706,786,894 lead streams) is more popular than The Weeknd (56,220,309,818 lead streams) on Spotify.

The question “What is good?” remains a matter of disagreement, but in the face of such precise numbers, how could you argue that the Weeknd was better? You would have to appeal to subjective aesthetic assessments (e.g. Drake’s combination of brand-checking and self-pity recreates neurasthenic consumer culture without transcending it) or socioeconomic context (e.g. Drake is a former child actor who raps about street life for listeners who want to romanticize black poverty without hearing from anyone actually affected by it, plus he’s Canadian) in a way that would ultimately just be your opinion. And who needs one jerk’s opinion when democracy is right there in the numbers?

This attitude is how you get criticism like “Why Normal Music Reviews No Longer Make Sense for Taylor Swift,” which cites streaming data (The Tortured Poets Department’s 314.5 million release-day streams versus Cowboy Carter’s 76.6 million) to argue that Swift is better understood not as a singer-songwriter but as an area of brand activity, along the lines of the Marvel Cinematic Universe or Star Wars. “The tepid music reviews often miss the fact that ‘music’ is something that Swift stopped selling long ago,” New Yorker contributor Sinéad O’Sullivan writes. “Instead, she has spent two decades building the foundation of a fan universe, filled with complex, in-sequence narratives that have been contextualized through multiple perspectives across eleven blockbuster installments. She is not creating standalone albums but, rather, a musical franchise.”

The fact that most cognitively normal adults regard these bands as children’s music is what makes their fan bases not just ticket-buyers but subcultures.

The power of the antagonist-subculture dynamic was realized by major record labels in the early 1990s, when the most popular music in America was called “alternative.”

For the person who is not into music—the person who just happens to be rapturously committed to the artists whose music you hear everywhere whether you want to or not, whose new albums are like iPhone releases and whose shows are like Disneyland—the critic is a foil.

The idea of research as leisure activity has stayed with me because it seems to describe a kind of intellectual inquiry that comes from idiosyncratic passion and interest. It’s not about the formal credentials. It’s fundamentally about play. It seems to describe a life where it’s just fun to be reading, learning, writing, and collaborating on ideas.

Research as a leisure activity includes the qualities I described above: a desire to ask and answer questions, a commitment to evidence, an understanding of what already exists, an output, a certain degree of contemporary relevance, and a community. But it also involves the following qualities

Research as leisure activity is directed by passions and instincts. It’s fundamentally very personal: What are you interested in now? It’s fine, and maybe even better, if the topic isn’t explicitly intellectual or academic in nature. And if one topic leads you to another topic that seems totally unrelated, that’s something to get excited about—not fearful of. It’s a style of research that is well-suited for people okay with being dilettantes, who are comfortable with an idiosyncratic, non-comprehensive education in a particular domain.

Who is doing this kind of research as leisure activity? Artists, often. To return to the site that originally inspired this post—I’d say that the artist/designer/educator Laurel Schwulst uses Are.na to develop and refine particular themes, directions, topics of inquiry…some of which become artworks or essays or classes that she teaches.

People who read widely and attentively—and then publish the results of their reading—are also arguably performing research as a leisure activity. Maria Popova, who started writing a blog in 2006—now called The Marginalian—which collects her reading across literature, philosophy, psychology, the sciences. Her blog feels like leisurely research, to me, because it’s an accumulation of curious, semi-directed reading, which over time build up into a dense network of references and ideas—supported by previous reading, and enriched by her own commentary and links to similar ideas by other thinkers.

pretty much every writer, essayist, “cultural critic,” etc—especially someone who’s writing more as a vocation than a profession—has research as their leisure activity. What they do for pleasure (reading books, seeing films, listening to music) shades naturally and inevitably into what they want to write about, and the things they consume for leisure end up incorporated into some written work.

What’s also striking to me is that autodidacts often begin with some very tiny topic, and through researching that topic, they end up telescoping out into bigger-picture concerns. When research is your leisure activity, you’ll end up making connections between your existing interests and new ideas or topics. Everything gets pulled into the orbit of your intellectual curiosity. You can go deeper and deeper into a narrow topic, one that seems fascinatingly trivial and end up learning about the big topics: gender, culture, economics, nationalism, colonialism. It’s why fashion writers end up writing about the history of gender identity (through writing about masculine/feminine clothing) and cross-cultural exchange (through writing about cultural appropriation and styles borrowed from other times and places) and historical trade networks (through writing about where textiles come from).

In the past, I’ve only seen coverage of Edits focus on four things:How this is a popular form of content that is only being created more and moreHow those who create Edits have the ability to make clips take on an entirely new meaning and provoke strong emotions in viewers How they’re geared towards TV, film, and music – as that’s the realm of culture this form of media originated And lastly, the debate around Edits in terms of copyright and/or other infringementsBut today, we’re covering how the power of TikTok Edits is far greater than just those observations. Because as this person stated, “You can convince people of anything if you put it in a TikTok with a catchy sound.”

Edits now play an integral role in how people get introduced to topics and how they continue to keep up with them. While Edits have had various evolutions, in their current form, they can be defined as “compilation videos, typically set to music, that convey a narrative about a person, place, thing, or cultural topic.”

Established publishers seeking relief from the whims of social-media platforms and a brutal advertising environment found in product recommendations steady growth and receptive audiences, especially as e-commerce became a more dominant mode of shopping. Today, these businesses are materially significant — in a 2023 survey, 41 percent of surveyed media companies said that e-commerce accounted for more than a fifth of their revenue, which few can afford to lose. It is a relatively new way in which publishers have become reacquainted — after social-media traffic disappeared and “pivots to video” completed their rotations — with queasy feelings of dependence on massive tech companies, from Facebook and Google to Amazon and, well, Google.

Time magazine announced a brand called Time Stamped, “a project to make perplexing choices less perplexing by supplying our readers with trusted reviews and common sense information,” with “a rigorous process for testing products, analyzing companies,” and making recommendations. In early 2024, the Associated Press announced its own recommendation site, AP Buyline, as an “initiative designed to simplify complex consumer-made decisions by providing its audience with reliable evaluations and straightforward insights,” based on “a thorough method of testing items, evaluating companies and suggesting choices.” Both sites currently recommend money-related products and services, including credit cards, debt-consolidation loans, and insurance policies, categories that can command very high commissions; the AP reportedly plans to expand to home products, beauty, and fashion this month.

Time Stamped and AP Buyline share strikingly similar designs, layouts, and sensibilities. Their content is broadly informative but timid about making strong judgments or comparisons — an AP Buyline article about “The Best Capital One Credit Cards for 2024” heartily recommends nine of them. The writer credited for the article can also be found on Time Stamped writing about Chase credit cards, banks, and rental-car insurance. On both sites, if you look for it, you’ll also find a similar disclaimer. For Time: The information presented here is created independently from the TIME editorial staff. For the AP: AP Buyline’s content is created independently of The Associated Press newsroom. By independently, both companies mean that their product-recommendation sites are operated by a company called Taboola.

Over the years, Taboola, which is best understood as an advertising company, became a major player in affiliate marketing, too, through its acquisition of Skimlinks, a popular service for adding affiliate tags to content. In 2023, it started pitching a product called Taboola Turnkey Commerce, which claims to offer the benefits of starting a product-recommendation sub-brand minus the hassle of actually building an operation.

As her site has disappeared from view on Google, Navarro has been keeping an eye on popular search terms to see what’s showing up in its place. Legacy publishers seem to be part of Google’s plan, but a recent emphasis on what the company calls “perspectives” could also be in play. Reddit content is getting high placement as it contains a lot of conversations about products from actual customers and users. As its visibility in Google has increased, though, so has the prevalence of search-adjacent Reddit spam. Since the update has started rolling out, Navarro says, she has “seen a lot of generic review sites” getting ranked with credible-sounding names, .org domains, and content ripped straight from Amazon reviews.

“You can search all day and learn nothing,” she says. “It’s like trying to find information inside of Walmart.”

For now, Navarro is unimpressed with these AI experiments. “It’s just shut-up-and-buy,” she says — if you’re doing this search in the first place, you’re probably looking for a bit more information. In its emphasis on aggregation, its reliance on outside sources of authority, and its preference for positive comparison and recommendation over criticism, it also feels familiar: “Google is the affiliate site now.”

A web browser that's a "user agent" is a comforting thought. An agent's job is to serve you and your interests. When you tell it to fetch a web-page, your agent should figure out how to get that page, make sense of the code that's embedded in, and render the page in a way that represents its best guess of how you'd like the page seen. For example, the user agent might judge that you'd like it to block ads. More than half of all web users have installed ad-blockers, constituting the largest consumer boycott in human history

The user agent is loyal to you. Even when you want something the page's creator didn't consider – even when you want something the page's creator violently objects to – your user agent acts on your behalf and delivers your desires, as best as it can.

A "faithless" user agent is utterly different from a "clumsy" user agent, and faithless user agents have become the norm. Indeed, as crude early internet clients progressed in sophistication, they grew increasingly treacherous. Most non-browser tools are designed for treachery.

By design, apps and in-app browsers seek to thwart your preferences regarding surveillance and tracking. An app will even try to figure out if you're using a VPN to obscure your location from its maker, and snitch you out with its guess about your true location.

A canny tech company can design their products so that any modification that puts the user's interests above its shareholders is illegal, a violation of its copyright, patent, trademark, trade secrets, contracts, terms of service, nondisclosure, noncompete, most favored nation, or anticircumvention rights. Wrap your product in the right mix of IP, and its faithless betrayals acquire the force of law.

The shift to platforms dominated by treacherous user agents – apps, mobile ecosystems, walled gardens – weakens or removes that constraint. As your ability to discipline your agent so that it serves you wanes, the temptation to turn your user agent against you grows, and enshittification follows.

We keep making it harder for bank customers to make large transfers, but so long as it is possible to make such a transfer, the scammers have the means, motive and opportunity to discover how the process works, and they will go on to trick their victims into invoking that process. Beyond a certain point, making it harder for bank depositors to harm themselves creates a world in which people who aren't being scammed find it nearly impossible to draw out a lot of cash for an emergency and where scam artists know exactly how to manage the trick. After all, non-scammers only rarely experience emergencies and thus have no opportunity to become practiced in navigating all the anti-fraud checks, while the fraudster gets to run through them several times per day, until they know them even better than the bank staff do.

additional security measures are trivially surmounted hurdles for dedicated bad actors and as nearly insurmountable hurdles for their victims

when a company can override your choices, it will be irresistibly tempted to do so for its own benefit, and to your detriment.

if you just think about the business model of the internet as — there’s a box that you can upload some content into, and then there’s an algorithm between you and an audience, and some audience will find the stuff you put in the box, and then you put an infinity amount of stuff into the box, all of that breaks.

more and more of the stuff that you consume is designed around pushing you towards a transaction. That’s weird. I think there’s a vast amount of white space in the culture for things that are not directly transactable.

We constantly ask huge amounts of the population to do things that are very rote. Keep inputting this data on forms, keep filling out this tax form. Some lawyers arguing for the Supreme Court, a lot of them just write up various contracts. And that’s a good job in the sense that it pays well, it’s inside work, but it doesn’t ask you to be that full of a human being.

I think a lot of organizations are not set up for a lot of people to use judgment and discernment. They treat a lot of people like machines, and they don’t want them doing things that are complicated and step out of line and poke at the assumptions in the Excel doc. They want the Excel doc ported over without any mistakes.

I think a lot of organizations are not set up for a lot of people to use judgment and discernment. They treat a lot of people like machines, and they don’t want them doing things that are complicated and step out of line and poke at the assumptions in the Excel doc.

I distinctly remember life before computers. It’s an experience that I had quite viscerally. And that shapes my view of these tools. It shapes my view of these companies. Well, there’s a huge generation now that only grew up in this way. There’s a teenage generation right now that is only growing up in this way. And I think their natural inclination is to say, well, this sucks. I want my own thing. I want my own system of consuming information. I want my own brands and institutions.And I don’t think that these big platforms are ready for that moment. I think that they think they can constantly be information monopolies while they are fending off A.I.-generated content from their own A.I. systems. So somewhere in there all of this stuff does break. And the optimism that you are sensing from me is, well, hopefully we build some stuff that does not have these huge dependencies on platform companies that have no interest at the end of the line except a transaction.

these models in their most reductive essence are just statistical representations of the past. They are not great at new ideas.And I think that the power of human beings sort of having new ideas all the time, that’s the thing that the platforms won’t be able to find. That’s why the platforms feel old. Social platforms like enter a decay state where everyone’s making the same thing all the time. It’s because we’ve optimized for the distribution, and people get bored and that boredom actually drives much more of the culture than anyone will give that credit to, especially an A.I. developer who can only look backwards.

the idea is, in my mind at least, that those people who curate the internet, who have a point of view, who have a beginning and middle, and an end to the story they’re trying to tell all the time about the culture we’re in or the politics we’re in or whatever. They will actually become the centers of attention and you cannot replace that with A.I. You cannot replace that curatorial function or that guiding function that we’ve always looked to other individuals to do.

I think as the flood of A.I. comes to our distribution networks, the value of having a powerful individual who curates things for people, combined with a powerful institution who protects their integrity actually will go up. I don’t think that’s going to go down.