Archive | Music Publishing RSS for this section

Infinite Licensing in Gen-AI Music Ecosystems will Create Fairer Music Value Calculations for Artists and Rightsholders

Dae Bogan excerpt from the webinar “The Permission Layer for AI Music: Consent, Attribution, and Getting Artists Paid” hosted by Abbi Press for The Double Helix on November 12, 2025

Infinite licensing (IL) will be the most effective and fair system of music rights licensing and remuneration in the gen-AI music era.

I believe we will see clear elements of it by 2030.

I appreciate Abbi Press’s perspective on the human element of music licensing. As a professional in the licensing space, she raises a number of important issues that would have to be acknowledged—then solved? ignored? or avoided?—for any compelling infinite licensing (IL) system to become widely adopted.

This is why I predict that we will not see a system close to my vision of IL until around 2030.

I believe that this is an important conversation, because at the core of it, the question is “Do current licensing frameworks benefit music creators?”

Even so-called ethically-sourced and ethically-trained AI music ecosystems do not fairly compensate the music creators whose music is contributing to gen-AI music.

IL will enable dynamic market-value calculations that smart contracts, opt-ins, royalty pools, and settlements cannot and have never fully captured.

Also watch:

Dae Bogan excerpt on the panel “Revolutionizing Rights Management for Artists“ at ASCAP Expo 2018

Infinite Licensing in AI Music

Dae Bogan and Scott Cohen (then Chief Innovation Officer, Warner Music Group) presenting the lecture “Music 2020: The Next Era of Innovation in the Music Industry” at Music Biz Conference 2019

For a few years now, in private conversations with various technologists, music rightsholders and fellow data nerds, I’ve been using, and trying to coin, the term “infinite licensing” to describe the concept of real-time AI-powered dynamic licensing of rights in both generative-AI and single-source derivative AI music applications.

No, I am not talking about smart contracts, which are finite preset rules hardcoded in a file that is then minted to a blockchain, but rather the convergence of AI (conceptual/subjective/ecosystem) and blockchain (context/ownership) within the permission layer of applications that can generate an infinite ♾️ combination of licensing deal terms.

Infinite licensing would behave sort of like an oracle within applications to dynamically value and clear rights in machine-to-machine, business-to-business, and consumer-to-machine applications, going beyond the scope of human objectivity, individual experience in negotiation and valuation, and workload capacity in the licensing process.

It removes limiting royalty formulas and most favored nations models and replaces them with highly customized and more commercially accurate representations of value at a given point in time.

I imagine a future where an AI system built on an LLM that has learned from previous licensing deals (and the outcomes and missed opportunities of such deals), ingested airplay and streaming stats, interpreted correlations and trends, while calculating the lost value of undervalued deals, analyzed historical sync data, quantifies hype, ingested sales data, and consumer behavior and sentiment data, etc. would dynamically determine rates and terms for gen-AI and single-source derivative AI music outputs.

Infinite licensing, unlike smart contracts, could factor in variations in types of use, the real commercial value of the source music involved, the perceived cultural value of music creators involved, the market value of the opportunity, and much more.

The blockchain aspect, which has been in development across a variety of projects and startups for over 10 years now, would provide the architecture for transparent and immutable rights management while remuneration could be supported by cryptocurrency.

In 2019, when I presented my lecture “Music 2020: The Next Era of Innovation in the Music Industry” at the California Institute of The Arts and again at Music Biz Conference, I argued that artificial intelligence, blockchain, and cryptocurrency would be among the technologies that will transform the music industry in the 2020’s.

California Institute of the Arts

We’re halfway through the 2020’s and I think someone will figure out infinite licensing before 2030.

The Permission Layer for AI Music: Consent, Attribution, and Getting Artists Paid

The Permission Layer for AI Music: Consent, Attribution, and Getting Artists Paid

🗓️ Wednesday, November 12, 2025
⏰ 9am PT • 11am CT • 12pm ET

How do you scale artist consent across millions of AI-generated tracks? What infrastructure makes attribution and payment actually possible?

AI music is charting on Billboard, signing major label deals, and reshaping production workflows. This panel brings together the architects building the permission layer to explore the frameworks being built right now—from control and consent to metadata and royalty tracking—that will determine how AI music enters advertising, brand campaigns, and commercial licensing.

Essential for brand marketers, creative directors, music supervisors, artists, business affairs teams, and anyone navigating music licensing in the AI era.

Host/Moderator: Abbi Press, Global Lead Business Affairs Manager, Creative at Uber | Founder of The Double Helix

Speakers:

  • Daouda Leonard, Co-Founder & CEO, CreateSafe
  • Dae Bogan, Head of Third-Party Partnerships, The Mechanical Licensing Collective
  • Marc Rucker, Associate Director of Artist & Industry Relations, SoundExchange
  • Tushar Apte, Music Producer/Songwriter/Composer, Warner Chappell Music

Register: https://luma.com/500w2bvc

The MLC presents RegFest

The MLC Presents: RegFest

Songwriters, artists, producers, and rightsholders — don’t miss this free online webinar to maximize your streaming royalties and protect your rights! Join award-winning songwriter and artist Cassandra Kubinski and The MLC’s Dae Bogan as they cover how to register your works and claim all your income streams.

🗓️ Monday, November 10th
⏰ 12pm PT • 2pm CT • 3pm ET

Register at https://themlc.zoom.us/webinar/register/WN_5WmDEPi0ThaFRZQFiDLC3A

[Podcast] Aggressive Ambition: Dae Bogan’s Journey to The MLC — Gig Gab 491

[Podcast] Aggressive Ambition: Dae Bogan’s Journey to The MLC — Gig Gab 491

Dae Bogan from The MLC breaks down music royalties with Dave Hamilton on this week’s Gig Gab. From the ancient days of piano rolls to the tangled web of modern streaming, you’ll learn how mechanical royalties differ from performance rights and why most artists are leaving money on the table. The MLC—born from the Music Modernization Act of 2018—isn’t just another acronym; it’s the missing piece of the puzzle, and Dae’s been there since before the beginning, shaping the system from the inside out.

But this episode goes beyond the mechanics. Dae shares his raw, unfiltered story, from homelessness at 18 to building multiple startups and becoming a sought-after voice in music licensing. He didn’t just climb the ladder: he built it, all while staying true to his mission. You’ll hear how empathy, grit, and yes, aggressive ambition became his tools for success. Tune in, learn how not to make the mistake nearly every artist makes, and remember: Always Be Performing.

https://www.giggabpodcast.com/2025/07/21/aggressive-ambition-dae-bogans-journey-to-the-mlc-gig-gab-491/

10 Years Ago Dubset (And I) Wanted Rights-holders To Be Friendlier To DJs…10 Years Later Apple Music Is Making It Possible

Ten years ago, I wrote a piece for Hypebot (posted at the end) announcing the Mix Transparency Report by Dubset (acquired by Pex).

At the time, Dubset, a new startup, wanted to help DJs legally release, distribute, and monetize mixed music (i.e. remixes, mashups, mixes, etc.), and get artists, songwriters, and rights-holders paid. However, there was a ton of resistance amongst rights-holders to what I thought was a great idea. I was biased since I had once managed a roster of DJs who specialized in mash-ups.

The Mix Transparency Report set out a new standard for charting the consumption of mixed music while shinning a light on the commercial opportunities that existed for rights-holders and content creators of derivative works (e.g. DJs, producers, remixers).

(Side Note: Last year, I created the “Beats & Money: A Music Rights & Royalties Crash Course for Beatmakers” webinar for The Mechanical Licensing Collective with support by Chris McMurtry of Pex/RME which you can watch on YouTube https://youtu.be/8ZoPRmJFt-Q.)

Dubset wanted to locate the most popular mixed music in the world, thoroughly analyze it, and share its findings every month. The report would offer full transparency with regards to the “who” and “what” was being listened to (often royalty-free) by millions of music fans a day. Initially, the Dubset report included four charts: Dubset’s 25 Most Sampled Labels, Dubset’s 25 Most Streamed Mixes, Dubset’s 25 Most Sampled Artists, and Dubset’s 25 Most Sampled Tracks.

Recently, Apple announced it is opening its catalog to let users build mix sets by integrating the platform with a number of tools. These tools include Algoriddim’s djay Pro software, hardware platforms AlphaTheta, Serato, inMusic’s Engine DJ, Denon DJ, Numark, and RANE DJ.

(Fun Fact: I was once an advisor to a startup that built a software and hardware for DJs that would be installed between the controller and the sound system. If the controller experienced an outage during a live set, the device would kick in and algorithmically continue the DJ set until the controller was back up and running and the DJ could do his or her thing. Having been both a club promoter and DJ manager in Los Angeles in my early 20’s, I knew it was solution was to a real problem that I’ve witnessed many times, but of course they were “too early.”)

TechCrunch believes the integrations will possibly attract DJs to explore Apple Music’s catalog of over 100 million songs and also give aspiring DJs an opportunity to play around with some of these tools. It’s great to see DSPs engage more meaningfully with DJs. This has been a long time coming, only slowed by rights-holders inability to work with companies like Dubset to figure out the licensing splits.

That Hypebot piece: https://daeboganmusic.com/2015/11/11/hypebot-dubset-releases-inaugural-mix-transparency-report-atlantic-records-david-guetta-most-sampled/