If you got one of these emails from Spotify, you might be interested

Spotify failed to consult any of the people who drive fans to the data abattoir: the musicians, artists, podcasters and authors.

Spotify has quietly tightened the screws on AI this summer—while simultaneously clarifying how it uses your data to power its own machine‑learning features. For artists, rightsholders, developers, and policy folks, the combination matters: Spotify is making it harder for outsiders to train models on Spotify data, even as it codifies its own first‑party uses like AI DJ and personalized playlists.

Spotify is drawing a bright line: no training models on Spotify; yes to Spotify training its own. If you’re an artist or developer, that means stronger contractual leverage against third‑party scrapers—but also a need to sharpen your own data‑governance and licensing posture. Expect other platforms in music and podcasting to follow suit—and for regulators to ask tougher questions about how platform ML features are audited, licensed, and accounted for.

Below is a plain‑English (hopefully) breakdown of what changed, what’s new or newly explicit, and the practical implications for different stakeholders.

Explicit ban on using Spotify to train AI models (third parties). 

Spotify’s User Guidelines now flatly prohibit “crawling” or “scraping” the service and, crucially, “using any part of the Services or Content to train a machine learning or AI model.” That’s a categorical no for bots and bulk data slurps. The Developer Policy mirrors this: apps using the Web API may not “use the Spotify Platform or any Spotify Content to train a machine learning or AI model.” In short: if your product ingests Spotify data, you’re in violation of the rules and risk enforcement and access revocation.

Spotify’s own AI/ML uses are clearer—and broad. 

The Privacy Policy (effective August 27, 2025) spells out that Spotify uses personal data to “develop and train” algorithmic and machine‑learning models to improve recommendations, build AI features (like AI DJ and AI playlists), and enforce rules. That legal basis is framed largely as Spotify’s “legitimate interests.” Translation: your usage, voice, and other data can feed Spotify’s own models.

The user content license is very broad. 

If you post “User Content” (messages, playlist titles, descriptions, images, comments, etc.), you grant Spotify a worldwide, sublicensable, transferable, royalty‑free, irrevocable license to reproduce, modify, create derivative works from, distribute, perform, and display that content in any medium. That’s standard platform drafting these days, but the scope—including derivative works—has AI‑era consequences for anything you upload to or create within Spotify’s ecosystem (e.g., playlist titles, cover images, comments).

Anti‑manipulation and anti‑automation rules are baked in. 

The User Guidelines and Developer Policy double down on bans against bots, artificial streaming, and traffic manipulation. If you’re building tools that touch the Spotify graph, treat “no automated collection, no metric‑gaming, no derived profiling” as table stakes—or risk enforcement, up to termination of access.

Data‑sharing signals to rightsholders continue. 

Spotify says it can provide pseudonymized listening data to rightsholders under existing deals. That’s not new, but in the ML context it underscores why parallel data flows to third parties are tightly controlled: Spotify wants to be the gateway for data, not the faucet you can plumb yourself.

What this means by role:

• Artists & labels: The AI‑training ban gives you a clear contractual hook against services that scrape Spotify to build recommenders, clones, or vocal/style models. Document violations (timestamps, IPs, payloads) and send notices citing the User Guidelines and Developer Policy. Meanwhile, assume your own usage and voice interactions can be used to improve Spotify’s models—something to consider for privacy reviews and internal policies.

• Publishers and collecting societies: The combination of “no third‑party training” + “first‑party ML training” is a policy trend to watch across platforms. It raises familiar questions about derivative data, model outputs, and whether platform machine learning features create new accounting categories—or require new audit rights—in future licenses.

• Policymakers: Read this as another brick in the “closed data/open model risk” wall. Platforms restrict external extraction while expanding internal model claims. That asymmetry will shape future debates over data‑access mandates, competition remedies, and model‑audit rights—especially where platform ML features may substitute for third‑party discovery tools.

Practical to‑dos

1) For rights owners: Add explicit “no platform‑sourced training” language in your vendor, distributor, or analytics contracts. Track and log known scrapers and third‑party tools that might be training off Spotify. Consider notice letters that cite the specific clauses.

2) For privacy and legal teams: Update DPIAs and data maps. Spotify’s Privacy Policy identifies “User Data,” “Usage Data,” “Voice Data,” “Message Data,” and more as inputs for ML features under legitimate interest. If you rely on Spotify data for compliance reports, make sure you’re only using permitted, properly aggregated outputs—not raw exports.

3) For users: I will be posting a guideline to how to clawback your data. I may not hit everything so always open to suggestions about whatever else that others spot.

Spotify’s terms give it very broad rights to collect, combine, and use your data (listening history, device/ads data, voice features, third-party signals) for personalization, ads, and product R&D. They also take a broad license to user content you upload (e.g., playlist art). 

Key cites

• User Guidelines: prohibition on scraping and on “using any part of the Services or Content to train a machine learning or AI model.”

• Developer Policy (effective May 15, 2025): “Do not use the Spotify Platform or any Spotify Content to train a machine learning or AI model…” Also bans analyzing Spotify content to create new/derived listenership metrics or user profiles for ad targeting.

• Privacy Policy (effective Aug. 27, 2025): Spotify uses personal data to “develop and train” ML models for recommendations, AI DJ/AI playlists, and rule‑enforcement, primarily under “legitimate interests.”

• Terms & Conditions of Use: very broad license to Spotify for any “User Content” you post, including the right to “create derivative works” and to use content by any means and media worldwide, irrevocably.

[A version of this post first appeared on MusicTechPolicy]

Waterloo Records remastered: Iconic vinyl shop celebrates grand re-opening

We could not be happier for our friends at Waterloo Records in Austin on their reopening down the street. Read about it here. Support your local record store!

The famous record shop, which for decades sat at the corner of West Sixth Street and North Lamar Boulevard, finally lowered the needle on its new location Saturday; the soundtrack a mashup of excited shoppers, intermittent announcements about prizes and giveaways, and, of course, music. 

Waterloo’s grand re-opening party marked the culmination of months of collaboration and planning among former majority owner John T. Kunz and new co-owners and operators Caren Kelleher and Trey Watson.

@johnpgatta Interviews @davidclowery in Jambands

David Lowery sits down with John Patrick Gatta at Jambands for a wide-ranging conversation that threads 40 years of Camper Van Beethoven and Cracker through the stories behind David’s 3 disc release Fathers, Sons and Brothers and how artists survive the modern music economy. Songwriter rights, road-tested bands, or why records still matter. Read it here.

David Lowery toured this year with a mix of shows celebrating the 40th anniversary of Camper Van Beethoven’s debut, Telephone Free Landslide Victory, duo and band gigs with Cracker, as well as solo dates promoting his recently-released Fathers, Sons and Brothers.

Fathers, the 28-track musical memoir of Lowery’s personal life explored childhood memories, drugs at Disneyland and broken relationships. Of course, it tackles his lengthy career as an indie and major label artist who catalog highlights include the alt-rock classic “Take the Skinheads Bowling” and commercial breakthrough of “Teen Angst” and “Low.” The album works as a selection of songs that encapsulate much of his musical history— folk, country and rock—as well as an illuminating narrative that relates the ups, downs, tenacity, reflection and resolve of more than four decades as a musician.

9/18/25: Save the Date! @ArtistRights Institute and American University Kogod School to host Artist Rights Roundtable on AI and Copyright Sept. 18 in Washington, DC

🎙️ Artist Rights Roundtable on AI and Copyright:  Coffee with Humans and the Machines            

📍 Butler Board Room, Bender Arena, American University, 4400 Massachusetts Ave NW, Washington D.C. 20016 | 🗓️ September 18, 2025 | 🕗 8:00 a.m. – 12:00 noon

Hosted by the Artist Rights Institute & American University’s Kogod School of Business, Entertainment Business Program

🔹 Overview:

Join the Artist Rights Institute (ARI) and Kogod’s Entertainment Business Program for a timely morning roundtable on AI and copyright from the artist’s perspective. We’ll explore how emerging artificial intelligence technologies challenge authorship, licensing, and the creative economy — and what courts, lawmakers, and creators are doing in response.

☕ Coffee served starting at 8:00 a.m.
🧠 Program begins at 8:50 a.m.
🕛 Concludes by 12:00 noon — you’ll be free to have lunch with your clone.

🗂️ Program:

8:00–8:50 a.m. – Registration and Coffee

8:50–9:00 a.m. – Introductory Remarks by Dean David Marchick and ARI Director Chris Castle

9:00–10:00 a.m. – Topic 1: AI Provenance Is the Cornerstone of Legitimate AI Licensing:

Speakers:
Dr. Moiya McTier Human Artistry Campaign
Ryan Lehnning, Assistant General Counsel, International at SoundExchange
The Chatbot
Moderator Chris Castle, Artist Rights Institute

10:10–10:30 a.m. – Briefing: Current AI Litigation, Kevin Madigan, Senior Vice President, Policy and Government Affairs, Copyright Alliance

10:30–11:30 a.m. – Topic 2: Ask the AI: Can Integrity and Innovation Survive Without Artist Consent?

Speakers:
Erin McAnally, Executive Director, Songwriters of North America
Dr. Richard James Burgess, CEO A2IM
Dr. David C. Lowery, Terry College of Business, University of Georgia.

Moderator: Linda Bloss Baum, Director Business and Entertainment Program, Kogod School of Business

11:40–12:00 p.m. – Briefing: US and International AI Legislation

🎟️ Admission:

Free and open to the public. Registration required at Eventbrite. Seating is limited.

🔗 Stay Updated:

Watch Eventbrite, this space and visit ArtistRightsInstitute.org for updates and speaker announcements.

хулиган: Love to Anastasia Dyudyaeva and Alexander Dotsenko

In July 2024, a military court in Saint Petersburg convicted Russian artists Anastasia Dyudyaeva and her husband Alexander Dotsenko on charges of “public calls for terrorism” after they placed anti-war messages—some in Ukrainian, one reading “Putin to the gallows”—on napkins or postcards in a Lenta supermarket. Dyudyaeva received a 3½-year sentence; Dotsenko, three years. They denied wrongdoing, asserting their creative expression was mischaracterized. Their home, which had hosted anti-war exhibitions, was searched, and they were added to Russia’s registry of “terrorists and extremists.” 

Read about it in the Art Newspaper

@ArtistRights Newsletter 8/18/25: From Jimmy Lai’s show trial in Hong Kong to the redesignation fight over the Mechanical Licensing Collective, this week’s stories spotlight artist rights, ticketing reform, AI scraping, and SoundExchange’s battle with SiriusXM.

Save the Date! September 18 Artist Rights Roundtable in Washington produced by Artist Rights Institute/American University Kogod Business & Entertainment Program. Details at this link!

Artist Rights

JIMMY LAI’S ORDEAL: A SHOW TRIAL THAT SHOULD SHAME THE WORLD (MusicTechPolicy/Chris Castle)

Redesignation of the Mechanical Licensing Collective

Ex Parte Review of the MLC by the Digital Licensee Coordinator

Ticketing

StubHub Updates IPO Filing Showing Growing Losses Despite Revenue Gain (MusicBusinessWorldwide/Mandy Dalugdug)

Lewis Capaldi Concert Becomes Latest Ground Zero for Ticket Scalpers (Digital Music News/Ashley King)

Who’s Really Fighting for Fans? Chris Castle’s Comment in the DOJ/FTC Ticketing Consultation (Artist Rights Watch)

Artificial Intelligence

MUSIC PUBLISHERS ALLEGE ANTHROPIC USED BITTORRENT TO PIRATE COPYRIGHTED LYRICS(MusicBusinessWorldwide/Daniel Tencer)

AI Weather Image Piracy Puts Storm Chasers, All Americans at Risk (Washington Times/Brandon Clemen)

TikTok After Xi’s Qiushi Article: Why China’s Security Laws Are the Whole Ballgame (MusicTechSolutions/Chris Castle)

Reddit Will Block the Internet Archive (to stop AI scraping) (The Verge/Jay Peters) 

SHILLING LIKE IT’S 1999: ARS, ANTHROPIC, AND THE INTERNET OF OTHER PEOPLE’S THINGS(MusicTechPolicy/Chris Castle)

SoundExchange v. SiriusXM

SOUNDEXCHANGE SLAMS JUDGE’S RULING IN SIRIUSXM CASE AS ‘ENTIRELY WRONG ON THE LAW’(MusicBusinessWorldwide/Mandy Dalugdug)

PINKERTONS REDUX: ANTI-LABOR NEW YORK COURT ATTEMPTS TO CUT OFF LITIGATION BY SOUNDEXCHANGE AGAINST SIRIUS/PANDORA (MusicTechPolicy/Chris Castle)

@ArtistRights Newsletter 8/11/25: @DavidCLowery on Streaming, SX v. Sirius, AI the Cult and “Dual Use AI” Culture is Upstream of War

Save the Date! September 18 Artist Rights Roundtable in Washington produced by Artist Rights Institute/American University Kogod Business & Entertainment Program. Details at this link!

Artist Rights Institute logo - Artist Rights Weekly newsletter

Save the Date! September 18 Artist Rights Roundtable in Washington produced by Artist Rights Institute/American University Kogod Business & Entertainment Program. Details at this link!

Streaming Economics

@nickgillespie and @davidclowery: Streaming is a Regulated Monopoly (Reason Magazine/Nick Gillespie)

Spotify’s Royalty Threshold Is Conscious Parallelism Reshaping the Music Business—But Not in a Good Way (The Trichordist/Chris Castle)

SoundExchange v. SiriusXM

Did the Court Misread Congress? Rethinking SoundExchange v. SiriusXM Through the Lens of Legislative Design

Copyright Terminations Vetter v. Resnik

Controversial ruling on US termination right fulfills the intention of Congress, say creators (Complete Music Update/Chris Cooke)

Amicus Brief Supporting Cyril Vetter of Artist Rights Institute (David Lowery, Nikki Rowling), Blake Morgan, Abby North, and Angela Rose White (Chris Castle)

Cult of the AI Singularity

AI Frontier Labs and the Singularity as a Modern Prophetic Cult (MusicTech.Solutions/Chris Castle)

AI Czar David Sacks Shortcut to Nowhere: How the Seven Deadly Since Keep Him From Licensing Solutions

Dual Use AI

America Isn’t Ready for the Wars of the Future (Foreign Affairs/GEN Mark Milley and Eric Schmidt)

Spotify CEO Daniel Ek Named Chairman of Military AI Firm Following 600M Investment (Playy Magazine)

Eric Schmidt Is Building the Perfect AI War-Fighting Machine (Wired/Will Knight)

Souls for Sale: The Long Con Behind AI Weapons and Cultural Complicity (MusicTechPolicy/Chris Castle)

Eric Schmidt-led panel pushing for new defense experimentation unit to drive military adoption of generative AI(Defense Scoop/Brandi Vincent)

The Lords of War: Daniel Ek, Eric Schmidt and the Militarization of Tech (MusicTechPolicy/Chris Castle)