Music Industry vs AI: Four Key Challenges for the Sector in 2026

The music industry faces one of the most turbulent periods in its history: AI tools, fraudulent schemes, and new formats of content consumption change the rules of the game faster than the industry can adapt. Bloomberg identified four key challenges that determine the industry's agenda right now.

Copyright and AI

Generative AI allows creating tracks in the style of a specific artist in minutes — and the question of who owns the rights to such content remains unsolved legislatively. In 2026, lawsuits against AI model developers were filed by Universal Music Group, Sony Music, and hundreds of independent labels. Legal proceedings are underway in several directions:

• Courts in the US and EU are reviewing dozens of cases on the use of protected recordings in training data
• Spotify and Apple Music began voluntarily marking tracks created with AI
• US Congress is exploring the possibility of adopting a new law on "digital replicas" of artists
• Several pop stars have already received compensation through out-of-court settlements with AI companies

Regulators move slowly, but technology moves fast. This creates a legal vacuum that all sides of the conflict use in their own way.

Streaming Fraud

Playcount manipulation has existed since the beginning of the streaming era, but the scale of the problem in 2026 has reached record levels. According to analysts, about 10% of all streams on major platforms are generated by bots — this is a direct loss for real artists during monthly royalty distribution.

"We delete millions of fake streams daily, but fraudsters adapt faster than we can update our algorithms," said a representative of one of the largest DSP platforms to

Bloomberg.

The problem affects all market participants: labels lose money, independent artists lose algorithmic visibility, and recommendation playlists are filled with "placeholders" that displace legitimate content.

AI in Service of Fraudsters

A new level of threat — AI-enhanced fraud. Voice cloning allows creating fake tracks in the name of famous artists, which are then monetized through streaming services as regular releases. In 2025–2026, hundreds of cases have been documented where AI copies of top artists' voices gained millions of streams before platforms managed to detect and remove them. In parallel, so-called "AI farms" are developing: networks of automated accounts with AI-generated music pump streams through bots. Money flows to anonymous scheme operators, not to real musicians — the royalty system works against those it should protect.

Monetization Model Under Pressure

The fourth problem is structural. Streaming royalties remain the subject of sharp disagreements: independent artists receive fractions of a cent per stream, while major labels negotiate more favorable terms through direct agreements with platforms. In 2026, several European countries adopted or are considering laws requiring platforms to publicly disclose payment distribution data. Additional pressure is created by TikTok and Shorts — formats where music is consumed in fragments of 15–30 seconds instead of full tracks. This changes the very concept of a "hit" and continues to distort the royalty structure from below.

What This Means

The music industry found itself at the intersection of three crises simultaneously: technological, legal, and economic. Platforms, labels, and lawmakers are trying to develop common answers, but so far the industry is changing faster than regulators — and this window of opportunity is simultaneously used by both genuine innovators and ordinary fraudsters.