惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

WordPress大学
WordPress大学
爱范儿
爱范儿
D
Darknet – Hacking Tools, Hacker News & Cyber Security
C
CERT Recently Published Vulnerability Notes
P
Palo Alto Networks Blog
博客园 - 司徒正美
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
美团技术团队
罗磊的独立博客
阮一峰的网络日志
阮一峰的网络日志
The Register - Security
The Register - Security
D
DataBreaches.Net
A
Arctic Wolf
C
Cyber Attacks, Cyber Crime and Cyber Security
P
Privacy & Cybersecurity Law Blog
H
Hackread – Cybersecurity News, Data Breaches, AI and More
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
B
Blog
V
Vulnerabilities – Threatpost
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
G
Google Developers Blog
aimingoo的专栏
aimingoo的专栏
T
Tor Project blog
GbyAI
GbyAI
Recent Announcements
Recent Announcements
T
The Blog of Author Tim Ferriss
Simon Willison's Weblog
Simon Willison's Weblog
Cyberwarzone
Cyberwarzone
C
Cisco Blogs
G
GRAHAM CLULEY
宝玉的分享
宝玉的分享
T
Threat Research - Cisco Blogs
C
Check Point Blog
W
WeLiveSecurity
F
Fortinet All Blogs
P
Proofpoint News Feed
Security Archives - TechRepublic
Security Archives - TechRepublic
月光博客
月光博客
Project Zero
Project Zero
Know Your Adversary
Know Your Adversary
V
Visual Studio Blog
H
Help Net Security
H
Hacker News: Front Page
Webroot Blog
Webroot Blog
S
Securelist
酷 壳 – CoolShell
酷 壳 – CoolShell
O
OpenAI News
The Cloudflare Blog
Attack and Defense Labs
Attack and Defense Labs

Forbes - Innovation

Why Do Humans Have Fingerprints? Hint: It’s Not What You Think Booking.com Confirms Data Breach, Reservation PIN Codes Changed Why Major News Sites Are Blocking The Internet Archive’s Wayback Machine iPhone Fold Release Date: New Report Details Frustrating Apple News Comet Tracker: How To See Pan-STARRS And Three Planets On Wednesday NYT Mini Crossword Today: Tuesday, April 14 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Tuesday, April 14 (It’s A Little Unclear) Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Most Of The Microplastics In Urban Air Come From Tires Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Mini Crossword Today: Monday, April 13 Hints And Answers NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret Samsung Expands One UI 8.5 Beta To More Galaxy Owners Why You Should Stop Using Your iPhone If It’s On This List Chamath Says Firms That Treat AI As A Strategy Hand Rivals Their Edge 3 Unexpected Habits Of Secure Couples, By A Psychologist The First Lamp That Folds Your Clothes Samsung’s Disappointing Price Update For Galaxy Phone Buyers 3 Subtle Signs Someone Is Falling In Love With You, By A Psychologist Do Mantis Shrimp See More Colors Than Humans? A Biologist Explains NYT Connections Answers Explained For Monday, April 13 (#1,037) NYT Connections Hints Today: Monday, April 13 Clues And Answers (#1,037) LEGO Luigi & Mach 8 (72050) Review: 2026’s Best Set Yet? Marc Andreessen Says AI Productivity Will Trigger A Hiring Boom 3D Printing Is The Ultimate Hack To Reduce Household Spending Apple iPhone Fold: Striking Design Revealed In Leaked Photos Apple Smart Glasses: New Leak Reveals A Major Design Twist To Beat Meta Tested: The AI Coming To The Rivian R2 Quordle Hints Today: Monday, April 13 Clues And Answers Companies And H-1B Employees Endure Immigration Waits At Consulates 3 Easy Ways To Turn Anxiety Into Sustained Focus, By A Psychologist Here’s The Most Affordable Humanoid Robot You Can Buy Now UFC 327 Results: 5 Biggest Takeaways From A Wild Night In Miami UFC 327 Results, Bonus Winners, Highlights And Reactions Dana White Announces Huge New Fight For UFC White House Today’s NYT Strands Hints, Spangram, Answers: Sunday, April 12 (Get Ready) Tesla ‘Model 2’ Rises From The Ashes Today’s Wordle #1758 Hints And Answer For Sunday, April 12 NYT Pips Today: Hints, Answers And Walkthrough For Sunday, April 12 Tyson Fury Vs. Arslanbek Mahkmudov Results: Highlights and Reaction NYT Mini Crossword Today: Sunday, April 12 Hints And Answers How Shadow AI Culture Is Destroying Your Business Venture Capital Funds That Market Like Startups Win More Deals Conor Benn Vs. Regis Prograis Results: Highlights and Reaction Samsung’s Disappointing Price Update For Galaxy Phone Buyers Artemis Reached The Moon. The Grid Can Reach The 21st Century A Biologist Explains How Archerfish Shoot Down Prey. Hint: Their Aim Rivals Human Throwing Is It Time For Apple To Forget About The MacBook Air NYT Connections Hints Today: Sunday, April 12 Clues And Answers (#1036) Trump’s 2027 Budget To Reshape U.S. Environmental And Energy Policy CDC Delays Reporting Of COVID-19 Vaccine Benefits—Here’s What To Know Oura Has Designed A Solution To A Big Smart Ring Problem Netflix’s Best New Show Has A Near-Perfect 95% Rotten Tomatoes Score Coachella 2026 Is Being Taken Over By Creator Streams Quordle Hints Today: Sunday, April 12 Clues And Answers This Startup Wants To Use AI To Help Digitize History How To Get The Best Shield In ‘Crimson Desert’ Microsoft Venom Attack Targets C-Suite Executives ‘Maul: Shadow Lord’ Sets Even More Star Wars Rotten Tomatoes Records 3 Ways Happy Couples Argue Differently, By A Psychologist Success For Leapmotor Might Have Negatives For Stellantis New Names Surface As Potential Rogue And Wonder Woman In The MCU And DCU 4 Reasons Artemis Mission Matters Even If You Think It Is Wasteful Fast ‘Crimson Desert’ Patch Adds New Moves, Shield Hiding And One Great Feature Why Do Humans Blush? An Evolutionary Biologist Explains The Signal We Can’t Control Apple iPhone Fold: Striking Design Revealed In Leaked Photos Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update iOS 26.4.1 Release: Crucial iPhone Feature Update Arrives, But No Security Fix Fury vs. Makhmudov Full Card, Ring Walk Times and How to Watch Can’t Stand Liquid Glass? This New Hidden iPhone Setting Is A Game-Changer Test-Driving The 2026 Changan Deepal S05: Italian Style Made In China NSA Warning—Reboot Your Internet Router Now Ways That Human-AI Collaboration Slides People Into ‘AI Brain Fry’ And Cognitive Downturns Stop Using These Networks—Google, NSA And TSA Warn NASA Changes Moon Plan: Landing Now Depends On SpaceX Or Blue Origin Samsung Expands One UI 8.5 Beta To More Galaxy Owners The Evolution Of Programmable Hardware At Xilinx NYT Mini Today: Saturday, April 11 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Saturday, April 11 (You’re Putting Me On) Splashdown! NASA’s Artemis II Returns To Earth After Moon Mission Attention Is All You Need. The Human Kind Is Still The One That Counts Today’s Wordle #1757 Hints And Answer For Saturday, April 11 NYT Pips Today: Hints, Answers And Walkthrough For Saturday, April 11 Android Circuit: Galaxy S27 Pro Emerges, Honor 600 Pre-Order Offers, Pixel 11 Display Leaks Apple Loop: iPhone 18 Pro Leak, Urgent iOS Update, MacBook Neo Issues Morgan Stanley Has Mostly Positive Outlook On Tesla Robotaxi, FSD V15 Running Out Of AI Tokens Faster Than Ever? Here’s Why CoreWeave Shares Pop 13% After Anthropic Deal ‘Euphoria’ Season 3’s Rotten Tomatoes Score Crashes, Has Lost Key Player People Don’t Agree On What AI Can Do, But They Don’t Even Use The Same Product ‘Overwhelming’—Google Issues Gemini Update For Gmail Users NYT Connections Hints Today: Saturday, April 11 Clues And Answers (#1035) Quordle Hints Today: Saturday, April 11 Clues And Answers The Costly Dream Of Space-Based AI Infrastructure Can You See The Watcher In This ‘Daredevil: Born Again’ Shot? Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update You Just Watched The Backdoor Pilot For ‘The Pitt: Night Shift’ Are Nicotine Pouches Like Zyn And VELO Safe To Use? A Doctor Answers Human Resources (HR) Is The Key To AI Success Per WalkMe ( SAP)
How AI-Generated Music Became A $4 Billion Fraud Machine
Virginie Berger · 2026-05-05 · via Forbes - Innovation
66th GRAMMY Awards - Red Carpet

LOS ANGELES, CALIFORNIA - FEBRUARY 04: Taylor Swift attends the 66th GRAMMY Awards at Crypto.com Arena on February 04, 2024 in Los Angeles, California. (Photo by Neilson Barnard/Getty Images for The Recording Academy)

Getty Images for The Recording Academy

Generative AI made it easy to produce and distribute fraudulent music at scale. A CISAC and PMP Strategy study projects that nearly 25% of creators’ revenues are at risk by 2028, potentially amounting to four billion euros – over $4 million.

Looking back, Deezer became the first streaming platform to independently detect and tag AI-generated music at the platform level in January 2025.

By the end of last year, it detected and tagged more than 13.4 million AI tracks, removed them from algorithmic recommendations and editorial playlists, stopped storing hi-res versions, and started selling its detection technology to other platforms. The numbers it has published since provides the most precise picture the industry has of what is actually happening.

In April 2026, Deezer reported receiving 75,000 fully AI-generated tracks per day, representing 44% of all daily uploads, more than two million tracks per month. Of the streams those tracks generate, 85% are fraudulent. Thibault Roucou, Deezer’s head of streaming, stated it directly in Music Week, "Generating fake streams continues to be the main purpose for uploading AI-generated music."

Apple Music VP Oliver Schusser confirmed to The Hollywood Reporter that Apple Music demonetized two billion fraudulent streams in 2025 alone, representing nearly $17 million in royalties that would have been taken from legitimate artists, according to a royalty calculator from law firm Manatt Phelps & Phillips.

Apple’s fraud stream rate was less than half a percent of total streams. Two billion fraudulent plays at less than half a percent.

How The Fraud Machine Gets Fed With AI Music

The supply side of that operation runs on tools like Suno. Two million paid subscribers generating seven million songs every single day, the equivalent of Spotify’s entire historical catalog every two weeks, according to internal investor documents obtained by Billboard.

Suno crossed $300 million in annual recurring revenue in February 2026 and closed a $250 million Series C at a $2.45 billion valuation in November 2025. The mechanics of how that supply feeds the fraud pipeline are now well documented: Fraudsters once uploaded a small number of tracks and ran bots to replay them repeatedly, generating obvious spikes that triggered detection.

They now use AI generators to flood platforms with millions of tracks and stream each one just a few thousand times, enough to generate royalties from each but not enough to trigger detection systems tuned for high-volume replay.

As Melissa Morgia, Chief Global Content Protection Officer at IFPI, told a panel on the sidelines of the seventeenth session of WIPO’s Advisory Committee on Enforcement in February 2025, AI is “the ultimate enabler” of streaming fraud because it allows bad actors to stay under the radar but still operate at a sufficient scale that their activities are lucrative.

Michael Smith ran the underlying operation for seven years. Using AI to generate hundreds of thousands of songs and bot networks distributed across thousands of automated accounts, he was at peak velocity generating revenue from over 660,000 streams a day. He was convicted in March 2026 in the first federal criminal streaming fraud case in U.S. history and agreed to forfeit more than $8 million.

For tracks that do get flagged, a commercial ecosystem exists specifically to defeat detection. Undetectr markets itself as built to remove AI-generated artifacts from music across six processing dimensions: spectral correction, timing humanization, pitch variation, dynamic range restoration, noise floor normalization and metadata cleanup. TrackWasher is the other operating.

They are commercial products with pricing pages, marketed openly to anyone generating music with Suno who wants it to pass distributor inspection. The detection and evasion layers are scaling in parallel.

How The Upload Layer Became An Open Invitation

The upload layer on every major streaming platform was designed to solve specific problems: copyright infringement, content moderation, quality thresholds. The question of whether a human made the music was never one of them. Paul Bender, musician and member of Hiatus Kaiyote, ran a direct test of what happens when that assumption breaks.

In 2025, through a project called Operation Clown Dump, he and collaborators deliberately generated the worst AI slop they could produce and uploaded it through standard music distributors to streaming services under each other’s real names. The success rate was 100%. One track was titled "Funky Bagpipes Is Why We Need Authentication (This Is Fraud)." It went through without a flag.

Warner Music Group settled its lawsuit against Suno in November 2025, with Suno retaining its full functionality including the ability for users to download and distribute songs freely. The settlement covered only Warner; Universal Music Group and Sony’s suits against Suno remain active.

Two months after the Warner deal, UMG chairman Lucian Grainge appeared to warn against firms "validating business models that fail to respect artists’ work."

When the System Protects the Fraudster

Copyright law assumes the entity filing a claim created the work it’s claiming. Murphy Campbell is a folk musician who makes traditional Appalachian ballads.

In January 2026, she discovered songs on her Spotify profile she hadn’t uploaded: her voice was cloned through AI. Her songs were processed into something she described as a "bro-country singer" and distributed under her name through a distributor called Vydia, owned by gamma, the music and media company founded by former Apple Music Global Creative Director Larry Jackson and backed by Apple, Eldridge and A24.

A third party user then exploited Vydia’s Content ID access to file copyright claims against Campbell’s original YouTube videos, the exact videos that had been scraped to clone her voice. YouTube’s Content ID processes initial claims automatically. Campbell lost monetization on her own content. She described the experience as being "in a weird limbo where I'm telling robots to take down music robots made."

After Campbell’s story went viral, Vydia withdrew every claim and banned the user responsible. Vydia’s founder Roy LaManna issued a statement denying any connection between Vydia and the entity that uploaded the fake tracks.

Rolling Stone documented the same mechanic targeting Paul Bender, Veronica Swift, and Grace Mitchell. Someone uploaded fake AI tracks to the Spotify page of Blaze Foley, a country-folk singer murdered in 1989. In each case the system processed the fraudulent upload the same way it processes everything else: automatically, without verification, on the assumption that whoever filed the claim made the thing.

Sony Music requested the removal of more than 135,000 songs created to impersonate artists on its roster, a figure reported in early 2025 that the company itself said was likely a fraction of actual volume.

What Spotify Is Building on Top of All This

Spotify holds recordings, listener interactions, stems, usage patterns, metadata and performance analytics on essentially the entire history of recorded music in commercial circulation. All of it was licensed for streaming.

On the Q1 2026 earnings call, co-CEO Gustav Söderström stated that Spotify has “the capabilities and technologies we need” to build a derivatives business on top of existing artists’ music. He has not disclosed what those capabilities were trained on.

As Music Tech Policy documented in February 2026, creators currently have no disclosure, no audit trail, no licensing registry, no opt-in structure and no compensation framework regarding whether their work has already been absorbed into Spotify’s generative systems.

On April 30, Spotify announced Verified by Spotify, a new badge requiring sustained listener engagement, good standing with platform policies, and an identifiable presence off the platform including concerts, merchandise and linked social accounts. Profiles primarily representing AI-generated music are not eligible. The badge authenticates the artist, not the music. A verified human artist can still upload fully AI-generated tracks under their verified name. Spotify is drawing a line around identity while taking no position on content.

Why None of the Fixes Fix the Problem

Fraud at this scale requires three things to work: a cheap supply of content, a distribution channel with no meaningful gate, and an enforcement system that can be turned around. Generative AI provided the first. Every major streaming platform provided the second without ever designing for a world where it mattered. Copyright’s first-to-register logic provided the third. They are the same infrastructure, built on the same assumption, failing in the same direction at the same time.

On January 13, Bandcamp banned all music generated wholly or in substantial part by AI. On April 30, Believe and TuneCore blocked distribution of tracks made on what they called "pirate studios," naming Suno. Deezer started platform-level tagging in June 2025 and is now licensing its detection technology to collecting societies. Undetectr published a guide to bypassing TuneCore’s new screening the same week it launched. Over 75% of the most popular AI tracks on platforms are distributed through DistroKid, which allows AI music with no upload limits.

As Jongpil Lee, CEO of Neutune, an AI research lab building rights infrastructure for the music industry puts it: “Detection identifies AI-generated content. Attribution answers what it was built from. Building that second layer is what makes licensing, compensation and transparency possible at scale”.

The royalty pool is projected to lose 25% of creators’ revenues by 2028, potentially four billion euros. 10,000 AI tracks a day on Deezer in January 2025. 75,000 by April 2026.