404 Media has made a beat of prying open AI companies' training practices, and this hack drags Suno's data sourcing into the light. If you've suspected the generator spitting out uncanny approximations of real records was trained on exactly what you think it was, here's the receipt. The details matter for anyone weighing whether to touch these tools, or defending the catalog that got fed into them without asking.
The Times reports the major labels' trade groups want two new tags for streaming: capital "AI" for fully machine-made tracks, lowercase "ai" for human songs with AI touches. If you've watched Deezer's stat that 75,000 slop tracks flood in daily, half its intake, you know why. But labels only work if platforms enforce them, and nobody's said who audits the disclosure. A parental-advisory sticker for the generative era, minus the teeth.
Read →Eugene Healey has been picking apart the aesthetics of resistance, and here he turns on the film-camera, flip-phone, dumbphone revival you've watched fill your feed. His tell: the woman who shoots analog but only wants the digital scans. Going offline is a luxury most can't afford, so "analog" becomes just another performance staged for validation. Without affordable housing, healthcare, and real third spaces, your quiet act of disconnection gets reabsorbed by the machine it claims to reject.
Read →Can greater empathy and understanding between the two parties improve music journalism altogether? Here's what seems to fall through the cracks.
A label's aesthetic gets traced back to its founder's teenage obsessions in this Futurism Restated interview with Smalltown Supersound's Joakim Haugland. The through-line runs from Sonic Youth on 120 Minutes to saving lunch money for import runs to Oslo's Voices of Wonder, where he stocked Warp and Basic Channel before building his own label inside theirs.
Alphonse Pierre uses Jay-Z's Yankee Stadium set to test the myth Jay built from that 1995 Stretch & Bobbito freestyle onward: the marked man with nine lives who rapped like there were stories inside his stories. Pierre, a self-described Vol. 1 head, tracks how the crossover behemoth reads at ground level, and what the fantastical rapping loses when the legend finally stands still.
Ben Cardew catches Call Super at Primavera Sound, and the good stuff is in the mechanics: Seaton organizes rekordbox not by genre but by emotional folders like "Environmental pause" and "Ladbroke Grove," a system built to resist the premeditated pick. It's a rare window into how a working DJ actually thinks in the booth, plus a detour through Basement Jaxx and Ivy Compton-Burnett.
Tom Moon treats trend-spotting as the old critic's job: scanning past the arts for clues about what's driving the culture. His clue here is a Katya Ungerman Times essay on our slide toward mysticism, which sends him to OM's 2009 Pilgrimage, the Albini-recorded drums/bass duo out of Sleep. A record that sounds like it predicted this post-science moment of rising unseen forces.
The post-dubstep era gets romanticized as the last time dance music felt genuinely healthy, all cross-border hybridity before the algorithmic regime set in. First Floor uses the return of Untold (Jack Dunning), the Hemlock Recordings co-founder who went silent for a decade, to revisit that moment. His disappearance read as intentional, which makes the reappearance worth parsing against everything the scene became.
An analysis of Jay-Z's three-day Yankee Stadium celebration marking the 25th anniversary of his album The Blueprint, examining his decision to omit the diss track "Takeover" from the setlist and what this omission reveals about his current public persona and business interests.
The Fader crowns underscores its cover star, charting the 26-year-old's leap from hyperpop underground to the edge of the mainstream over a single, monumental half of 2026. Written by Reanna Cruz, the profile catches an artist figuring it out in real time, opening for Charli xcx, thinking aloud about personas and the pull of K-pop, and turning a sunset rave into a scene.
The Feminist Improvising Group left barely two documented recordings, yet Jazz Journey Newsletter traces how its late-70s run rippled outward. Founded when Maggie Nicols and Henry Cow's Lindsay Cooper met at a union meeting in 1977, FIG became a direct catalyst for Contradictions, the Canaille festivals, and Europe's women-led improvising scene. A reminder that influence rarely tracks discography.
Steven Hyden surveys Beck for Odelay's 30th anniversary, arguing it's the most nineties album ever made, less for its production than its philosophy of adventurous pop right before the internet reordered everything. His reading of the "New Pollution" video is the payoff: what once felt like the future now looks like the lid closing on the pre-"everyone's a curator" era.
Isabella Gomez Sarmiento's NPR piece follows the money into a system nobody's regulating: the TikTok and Instagram creators who now function as VJs and radio hosts are quietly taking label cash to push songs, often without disclosure. The trust that made these personalities effective discovery engines is exactly what's being sold off.
The AI-detection debate has finally reached the airplay charts. The Guardian reports that Josh Fawaz's cover of Madonna's "Like a Prayer" hit No 1 on Australia's National Radio Airplay chart, and now musicians and RMIT's Sam Whiting are flagging telltale signs of Suno-style generation, like heavy compression.
The multi-night residency has mostly been sold on logistics: fewer travel days, lower costs, cleaner ticketing. Hypebot argues Grande's Eternal Sunshine tour reveals what that extra time buys creatively. By projection-mapping each arena's specific architecture across multiple nights, the crew shrinks the room enough to let a stadium-scale pop show turn quiet and intimate.
Private equity isn't buying indie distributors out of villainy, Michael argues at Mad Records, but out of the boring hunger for predictable cash flows. Catalogs and distribution turned music's historic volatility into something that reads like a bond, which is why the State of Michigan's pension system now owns Concord and, by extension, the label that signed Billy Strings. The valuations follow from there.
A comprehensive roundup of major music industry mergers, acquisitions, and catalog raises in the first half of 2026, including the $7bn Concord-BMG merger creating the 'fourth major,' Distrokid's $2bn acquisition by CVC Capital Partners, and billions raised in music catalog investments.
As the iconic SM58® vocal mic celebrates its 60th anniversary. John Ball shares essential branding lessons from his two decades of work with Shure.
The O-1 visa has become one of the biggest obstacles facing international artists who want to tour in the U.S. Here's how artists really feel.
Two weeks off Spotify turned into a case against it, this Substack argues, built on a simple premise: the lean-back listener who never checks who's playing is the load-bearing wall of the whole scheme. It threads together a composer hiding behind 656 fake names, Spotify's origins as an ad-tech company that landed on music by accident, and Ek's line that the real competitor was always silence.
Private equity has decided independent distribution is worth owning: Music Business Worldwide reports CVC Capital Partners is taking a majority stake in DistroKid via its ninth fund, with longtime backer Insight Partners keeping a significant minority.
The Gig singles out RAYE's Montreux opener, a cover of Sandy Denny's 1966 song, delivered with power and pliability and a steady command of dramatic tension and tonal shading. Her Nina Simone name-check elides the more complicated history of that 1976 set, but the vocal itself justifies extending grace.
Lamniformes calls this 2026 Discombobulated track an absolute jam where the Richard Dawson bits are the most straightforward stretches. Stick around for the killer sax solo: the band stays consistent while the arrangement shifts like a constantly moving amoeba, never the same shape twice.
From the trio's debut LP Magic Object, where percussionist Booker Stardrum (SML, Weyes Blood), saxophonist Will Epstein (Nicolás Jaar, Darkside), and synth player Ben Vida oscillate between spiritual jazz and Krautrock. Epstein's brass becomes the focal point above a Vida-Stardrum rhythm section, with overdubbed saxophone unisons giving the illusion of multiple horns in conversation. Grown out of a bar-band residency at Tubby's in Kingston, New York.
The Bollywood session musician blended ancient Indian ragas with electronic dance beats made on then-state-of-the-art Roland gear: the Jupiter-8, TR-808, and TB-303. The result uncannily anticipated the sound of Chicago acid house by five years, an album way ahead of its time now returned via reissue.
Born from an accidental two-day session when Kiefer, CARRTOONS and Nate Smith gathered to test a new studio console, the record moves at the clipped, looped pace of a beat tape. Shatter the Standards singles out PEARL, where a light, Brazilian-influenced groove lets Kiefer deliver compact melodic cells while Carr weaves complex lines between them.
One of five versions on the Hypercube EP, drawn from the LP Evaporator. While early buzz gathered around the Basile3 Remix, a closer listen points to the Hard Version that opens the set: a retro bleed of breakbeats and hard trance, a summer banger.
From Kinshasa in Action on Nyege Nyege Tapes, the track channels the sound of overstuffed outfits made from discarded and repurposed metal used as instruments during a Kampala street fair. A closer listen offers it as vicarious access to an experience few have had.
A January release that became an instant contender for collaboration of the year: a springlike set redolent of a walk in the woods, complete with a surprising cover of a Blade Runner track.
The Lebanese-Swiss producer from Sydney lays traditional Lebanese folk music over an idiosyncratic cocktail of trip-hop, dancehall, and post-dubstep. The drum samples alone justify the tune-in: as Mutek put it, this sounds like traditional Lebanese wedding music with a tough, stripped-back, clubby twist.
Inigo Laguda's essay argues that Musk's anti-trans policy crusade, including X's ban on 'cisgender' and its amplification of far-right content, is a private grievance scaled into public infrastructure: a father's estrangement from his daughter Vivian Jenna Wilson, weaponized at platform scale. The classical framing earns its keep.
Script Hive's piece is a clean case study in how curation gets laundered into content. A Reddit user ran automated scrapers against Script Hive's 11,700-screenplay archive, reposted it as his own passion project, and collected upvotes until a curator recognized identical naming conventions and exclusive scripts. The post was removed, the account banned — but no public correction was ever made.
Mason Currey's latest Subtle Maneuvers uses Perfume Genius (Mike Hadreas) and his School of Song workshop as a way into the creative-process question Currey always circles: how do you get out of your own way long enough to make something real? Hadreas calls it a 'baby-smooth-brain somatic place.' Currey, a non-songwriter, found the pitch irresistible anyway, which is kind of the point.
An essay about the unexpected benefits of posting more frequently on social media and Substack, particularly the community connection that emerges when creators openly discuss industry struggles. The author reflects on how public vulnerability about challenges in the entertainment industry has led to DMs from other writers, actors, and crew members experiencing similar difficulties.
An essay exploring Orson Welles' numerous failed and unfinished projects as a model for indie creators navigating precarious freelance careers. The piece examines how Welles' struggles with institutional support, Hollywood politics, and personal circumstances led to a career marked by rejection and incomplete works, offering lessons about resilience and the role of failure in creative practice.
Casey Lewis uses the old Williamsburg Urban Outfitters becoming a Breitling x Gary Vee members-only club as a lens into how taste hierarchies and genre loyalties calcify over time. The complaint that a neighborhood is 'gone' arrives long after it already left — and Lewis is interested in what that lag reveals about how we police cultural belonging, and who gets to say when.
Jörgen Löwenfeldt's piece in The Bagatelles takes the Proustian premise seriously: that the vacuum cleaner, a can of Perlenbacher Pils, the smell of toothpaste and drains can detach you from the present entirely. The central image is a childhood penalty shootout, balls sailing over a fence into a neighbour's unknowable garden, recalled by a father now vacuuming his own child's room. Quiet and precise.
Machine Girl's whole project is sensory overload as philosophy: breakcore, gabber, and noise punk fed through a blender until genre tags feel beside the point. This is a duo that's spent a decade making abrasion feel joyful, their maximalism never quite tipping into parody. The title alone tells you they're still in on the joke
De La Soul flipped Steely Dan and Otis Redding into the same three minutes, then dressed the whole thing in a daisy-age sweetness that shouldn't have worked on wax or screen. Before the Native Tongues became a movement, this was the proof of concept: hip-hop could be goofy, lovestruck, and sample-drunk all at once.
Chris Cunningham built two porcelain Björks and let machine arms assemble them into a kiss. Coolant, sparks, and tenderness share a single frame. It's among the very few music videos in MoMA's permanent collection, and twenty-five years of CGI later the robot romance hasn't dated a second.
Will Anderson buries his voice under so much distortion it becomes another texture in the wall, a smear of vowels fighting through the fuzz. Hotline TNT's whole trick is making guitar noise feel like tenderness, and this one's the proof: a love song you have to lean into just to catch the words.
The fuzz comes like a saw through brick, and, under it, Douglas Dulgarian narrates his block: the Philadelphia corner store he hits daily, his friend T out front asking for spares, a dead TV glowing in the window. This is shoegaze as squealing cinéma vérité.
T.M. Brown's case is that AI's threat to writing is being aimed at the wrong target. It's not literary fiction or criticism at risk — it's the commercial tier that kept working writers solvent: white papers, SEO copy, product prose. Brown's own confession anchors it: a $20,000 edge-computing white paper that required almost no real thinking.
The Media Copilot makes a case that AI citation logic has quietly retired the publish-first reflex that shaped newsrooms for a decade. When search and social were the gatekeepers, speed was leverage. Now that AI systems decide what gets surfaced and quoted, authority is the variable that matters. Worth reading for anyone whose editorial strategy still has a 2015 heartbeat.
Blood in the Machine uses VAR as a case study in what happens when automation is imposed top-down over the objections of the people it's supposed to serve. The numbers are striking: 91% of 7,000 fans say football is better without it, and just 2% find it enjoyable.
Press Gazette documents a tactic worth knowing the name for: a journalist laid off by Clickout Media watched an AI-generated persona absorb their byline and keep publishing under a fabricated identity. The outlet calls it 'parasite SEO.' The byline, historically a signal of accountability, is being repurposed as a credibility prop for content that has no author behind it.
Stems uses DeathbyClawd, an AI disruption-prediction tool built by a former Palantir engineer, as a lens for stress-testing conventional wisdom about which music industry players are vulnerable. The useful framing: LLMs are trained on received wisdom, so their outputs tell you more about consensus assumptions than actual risk.
An analysis of AI labeling practices that argues "Made with AI" is an imprecise label masking more specific concerns about consent, authenticity, and trust. The piece categorizes different scenarios where AI is used—faking facts, impersonating people, and pretending to expertise—and suggests more accurate labeling would be more useful.
An essay examining the relationship between writing and thought, arguing against the notion that AI can simply handle expression while ideas remain fully formed prior to writing. The piece draws on cognitive writing theory and literary figures to show how the act of writing itself is integral to the development of thought.
Press Gazette reports on Digital News Report author Nic Newman's argument that Claude's capacity to reassemble publisher content into new formats poses a real structural threat to news media. The framing of 'liquid content' is useful: once text flows freely enough to be remixed on demand, the original container loses its value. Newman's proposed responses will matter to anyone thinking about what editorial distinctiveness actually protects.
A brief news item about Anthropic's hiring for editorial talent at The New Yorker caliber level.
China's draft regulations on "anthropomorphic interactive services" are the most specific AI disclosure rules yet written, and Luiza Jarovsky's newsletter breaks down what they actually require. The law targets AI that mimics human behavior, mandates clear labeling, and sets conduct rules for providers.
TLDR AI reports that DeepSeek explored raising $1.5 billion at a $71 billion valuation ahead of a possible IPO in late 2026 or 2027. For a lab that arrived as a cost-efficiency story, a $71B price tag reframes it as a major infrastructure player, not just a cheaper alternative to the U.S. frontier models.
The VC Corner tracks a nine-week Anthropic hiring run that reads less like recruitment and more like a declaration: Andrej Karpathy, Nobel laureate John Jumper, Berkeley EECS chair Jelani Nelson, and now YC partner Tom Blomfield, a consumer fintech founder who left to work on compute infrastructure.
AI as Normal Technology's ICML 2026 keynote argues that superintelligence won't obsolete human work because human performance isn't limited by biology — it's limited by learning and tools. The piece grounds this in chaos theory: a surprising number of tasks have inherent ceilings AI can't breach.
Demis Hassabis discusses AGI timelines and warns of sequential emerging risks including cyber threats, followed by biological and nuclear risks within 2-3 years. The piece covers his views on international testing bodies for frontier systems and the importance of research bench depth as a competitive moat.
