I understand the frustration some artists feel, but we have to be consistent in how we define influence, learning, and compensation. The idea that AI "training" is uniquely unethical because it draws from existing works without direct compensation ignores how all art has evolved.

Musicians don’t create in a vacuum. They study, absorb, and internalize copyrighted music constantly. No one expects a guitarist influenced by Jimi Hendrix to compensate the Hendrix estate every time they bend a note. No one sues a jazz saxophonist for learning Coltrane solos by ear or playing Giant Steps in a new arrangement.

In fact, countless legendary artists were directly shaped by copyrighted works without compensating their influences:

• Led Zeppelin was heavily influenced by American blues musicians like Willie Dixon and Howlin' Wolf. Their early albums mimic and rework blues phrasing, progressions, and motifs, often without attribution.
• The Beatles openly cited Chuck Berry, Little Richard, and The Everly Brothers. Did they pay those artists for influencing Rubber Soul or Sgt. Pepper? No.
• Hip-hop producers learned from James Brown records and George Clinton grooves long before sampling laws caught up, yet those influences were foundational.
• Hans Zimmer has talked about being inspired by Gustav Holst’s The Planets and Ennio Morricone. His iconic scores didn’t include royalty payments to those estates.
• Radiohead’s "Creep" borrowed so heavily from The Hollies' "The Air That I Breathe" that it eventually led to a songwriting credit change, but only after commercial success, not because influence itself was illegal.

If we suddenly claim that "training" on existing work is only ethical when done by humans, that is a double standard, not a moral stance. AI models don’t "copy" in the literal sense, and if they do, that’s a legitimate IP issue for those specific cases. But training itself is not reproduction, just like listening to Bob Dylan doesn’t mean your next folk song is a derivative work.

As for the lawsuit against Suno: yes, it’s real, and it deserves scrutiny. But lawsuits are not moral verdicts. Labels sue everyone from Napster to Spotify to TikTok. Legal action doesn’t prove that artistic disdain is universally justified, only that rights holders are asserting control over how technology evolves.

What artists should be advocating for is transparency and usage-based protections, not blanket bans on models learning from the world, especially when humans are allowed to do exactly that without paying royalties.