Music Tech

AI and how it will affect musicians, songwriters, authors, and creators

Is artificial intelligence (AI) a giant step forward or a threat to artistic creativity? And what about the potential for a copyright infringement nightmare? Wallace Collins explains.

by Wallace Collins

The headlines these days are full of stories about artificial intelligence (“AI”). It seems AI has gone from science fiction to reality in a very short period of time. From Open AI’s ChatGPT app to Google’s MusicLM music creation tool, the future is now. A few decades back, the struggle over digital rights and copyrights was a sideshow of concern only to a relatively small slice of the population. Now, however, everyone is online, which means that even if you don’t consider yourself a creator as such, the material you write, post, or share could become part of an AI engine and used in ways you never imagined. To wit, several of my clients have recently raised concerns about the threat of AI and the threat AI may pose to authors, artists (both fine and graphic artists) as well as songwriters and musicians… so let me try to break it down.

The tech behind AI is complicated, but at its most basic, AI engines ingest massive data sets, which they then use to train software that can make recommendations or even generate code, art, or text. Sometimes the engines are scouring the web for these data sets so they can learn what is on a webpage and catalog it for search queries; other times, AI engines have access to huge proprietary data sets built in part by the text, photos, and videos its users have posted on their respective platforms. Unlike the music piracy lawsuits of decades ago, the AI engines are not making copies of the data they use and distributing them under the same name. The legal issues, for now, tend to be about how the data got into the engines in the first place and who has the right to use that data.

“AI engines are violating the rights of the authors and creators of the underlying materials”

AI proponents argue that AI engines can learn from existing data sets without permission because there is no law against learning and that turning one set of data into something entirely different is protected by the law, as affirmed by a lengthy court fight that Google won against authors and publishers who sued the company over its book index, which cataloged and excerpted a huge swath of books. Those against AI argue that if AI is going to use original material created by others then the AI engines should get a license from the original author or creator or from whoever owns the copyright. Otherwise, the AI engines are violating the rights of the authors and creators of the underlying materials and even if the result is not an exact copy of the underlying work (think “sampling” in music), the resulting AI product would not exist “but for” the underlying work and the use of the AI work competes with the artists or creators’ ability to make a living.

No copyright for AI-created works

As of now, the US Copyright Office has stated that it will not accept a copyright registration on any work of authorship created using AI. However, there is still the issue of whether the resulting AI creation infringes the copyrights of other authors when it incorporates the work of the original authors into a new AI work or some sort (regardless of how remote or minuscule the resulting use in the new AI-generated work). Using the MusicLM system as an example, Google researchers noted that MusicLM did have a tendency to incorporate copyrighted material from training data into the generated songs. During an experiment, they found that about 1% of the music the MusicLM system generated was directly replicated from the songs on which it trained (a threshold apparently high enough to discourage them from releasing MusicLM to the public in its current state).

Assuming MusicLM or an AI system like it is one day made available, it seems inevitable that it will give rise to major legal issues, even if the systems are marketed as tools to assist artists rather than replace them.  AI music generators violate music copyright by creating a mosaic of coherent audio from prior works they ingest in training, thereby infringing the US Copyright Act’s reproduction right. Similar concerns have been raised around the training data used in image, code, and text-generating AI systems, which is often scoured from the web without creators’ knowledge. New works generated by an AI system would arguably be considered derivative works, in which case only the original elements of the AI-generated work would be protected by copyright (although it is unclear what might be considered “original” in such a context).

It might not be long before there is more clarity on the matter. Several lawsuits are making their way through the courts, which will likely have a bearing on music-generating AI, including one pertaining to the rights of artists whose work is used to train artificial intelligence systems without their knowledge or consent.

Current AI platforms are crude and imperfect, but by design, AI improves and gets “smarter” the more it is used. AI may still be in the early horse & buggy stage – but AI could quickly advance to the Tesla level.

Authors, creators, and artists, beware!

Wallace Collins is an entertainment lawyer and intellectual property attorney with more than 30 years of experience. He was a songwriter and recording artist for Epic Records before receiving his law degree from Fordham Law School.

More @

Share on:


  1. For me, it’s clear that AI is making a great impact on the music and the other creative industries. As a student, I am 100% sure that it is crucial for artists to keep your own unique tone of voice and ideas. Whenever I work on my tasks, I ask help at, and I am sure that experts are doing their best to provide unique content. Of course, it is better to do it on my own as it is usually a reflection of my own thoughts and ideas, but sometimes such help is really useful.

  2. Please don’t take this the wrong way, but I don’t believe that artificial intelligence can ever replace the beauty and inventiveness of the human intellect, much alone the cruelty and other undesirable traits. The fact that our minds are the most complicated objects on the earth proves that, despite all the advances in research over the decades of contemporary science, we still don’t fully understand how our brains work. Sometimes when I play online games on revolut casinos and need instructions, I usually visit guidelines page. What I noticed…he texts are written as if they were not written by a human. I think they use artificial intelligence.


Email address is not displayed with comments

Note: Use HTML tags like <b> <i> and <ul> to style your text. URLs automatically linked.