The music industry vs. AI: four major challenges facing the business in 2026

The music industry is going through one of the most turbulent periods in its history: AI tools, fraud schemes and new ways of consuming content are changing the rules faster than the business can adapt. Bloomberg singled out four key challenges that are setting the industry's agenda right now.

Copyright and AI

Generative AI can produce a track in the style of a specific artist in a matter of minutes, and the question of who owns the rights to such content is still unresolved in law. In 2026, Universal Music Group, Sony Music and hundreds of independent labels have filed lawsuits against the developers of AI models. The proceedings are moving along several tracks at once:

• Courts in the US and the EU are hearing dozens of cases over the use of copyrighted recordings in training data
• Spotify and Apple Music have begun voluntarily labeling tracks created with the help of AI
• The US Congress is studying the possibility of a new law on "digital replicas" of artists
• Several pop stars have already received compensation through out-of-court settlements with AI companies

Regulators are moving slowly, while the technology moves fast. That creates a legal vacuum that every side of the conflict exploits in its own way.

Streaming fraud

Inflated play counts have existed since the dawn of streaming, but in 2026 the scale of the problem has hit record levels. Analysts estimate that about 10% of all streams on major platforms are generated by bots, which means direct losses for real artists in the monthly royalty distribution.

"We remove millions of fake streams every day, but fraudsters adapt faster than we can update our algorithms," a representative of one of the largest DSP platforms told

Bloomberg.

The problem affects every player in the market: labels lose money, independent artists lose algorithmic visibility, and recommendation playlists fill up with filler tracks that crowd out legitimate content.

AI in the service of fraudsters

A new level of threat is AI-enhanced fraud. Voice cloning makes it possible to create fake tracks in the names of well-known artists and then monetize them through streaming services as ordinary releases. In 2025–2026, hundreds of cases were recorded in which AI copies of top artists' voices racked up millions of plays before platforms could detect and remove them.

At the same time, so-called "AI farms" are emerging: networks of automated accounts with AI-generated music that pump up streams through bots. The money flows to the anonymous operators of the scheme rather than to real musicians, so the royalty system works against the very people it is supposed to protect.

The monetization model under pressure

The fourth problem is structural. Streaming royalties remain a subject of bitter dispute: independent artists receive fractions of a cent per stream, while major labels negotiate better terms for themselves through direct deals with platforms. In 2026, several European countries have passed or are considering laws requiring platforms to publicly disclose payout distribution data.

TikTok and Shorts add further pressure: on these formats, music is consumed in fragments of 15–30 seconds instead of full tracks. That changes the very notion of a "hit" and continues to distort the royalty structure from the bottom up.

What this means

The music industry has landed at the intersection of three crises at once: technological, legal and economic. Platforms, labels and lawmakers are trying to work out common responses, but for now the industry is changing faster than regulators can keep up, and genuine innovators and ordinary fraudsters alike are using that window of opportunity.