A survey published last week suggested 97% of respondents could not spot an AI-generated song. But there are some telltale signs - if you know where to look.
Here’s a quick guide …
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No live performances or social media presence
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‘A mashup of rock hits in a blender’
A song with a formulaic feel - sweet but without much substance or emotional weight - can be a sign of AI, says the musician and technology speaker, as well as vocals that feel breathless.
- ‘AI hasn’t felt heartbreak yet’
“AI hasn’t felt heartbreak yet… It knows patterns,” he explains. “What makes music human is not just sound but the stories behind it.”
- Steps toward transparency
In January, the streaming platform Deezer launched an AI detection tool, followed this summer by a system which tags AI-generated music.


I’m in the camp of, “if it’s good, why should I care?” However, I’m all for transparency! Passing off AI-generated music as human-generated is fraud. Be honest!
There’s a LOT of grey areas though. If you’re a vocalist and you’re using an AI-generated background? How’s that any different from pressing “play” on a sequencer or even an audio file (of some sequenced or drum track)?
If you’re a lyricist, the actual music isn’t as important as the lyrics. Does it matter if they used AI to generate the music or should every lyricist be forced to pay someone to make the music for them or master an instrument (or sequencer)?
What if you’re trying to translate your music into a different language and use AI to translate it? Is that AI-generated music? You can give your whole damned song to AI and it’ll convert to a different language in-place without having to re-record it. It even uses your singer’s voice!
To me, it’s incredible technology and it’s enabling artists of all kinds to do cool things with their music. It seems rather paternalistic to suggest someone’s creativity doesn’t “count” if they didn’t sweat or spend years practicing to create it.
You must consider that the AI “helping” the artist is built from the stolen work of countless artists. Regardless of use case, the tool only exists due to theft. Plus, this tool exists as a way to not pay talent for content.
Since the bread and circuses machine must keep dispensing to keep the masses anaesthetized, the elites need a way to cut the costs or they will lose points are their net worth scorecard and get made fun of by the other billionaires.
Not to mention, AI is a shortcut that does not generate skills besides prompt engineering. We have research proving this with students and the labor force losing reasoning and straight memory by handing off to “AI”. Part of being a musician is the effort and practice and knowing an instrument. Asking the clanker for a tune because learning takes too long or is too difficult goes along with what the article says for detecting it. The work will be emotionless and have no soul. Musicians are allowed to make choices for their music, of course. AI rounding out an artist’s tools is what it is. I view the tool as a corrupting force but, it’s their perogative. But people without no knowledge or skill for making music cranking out these generic sounding similacra to make money is always going to set my teeth on edge.
Edit: spelling and tense correction. Revision and expansion of idea to express less derision.
I feel like this is conflating two separate arguments.
Is AI music good, versus is AI music moral.
If AI removes the skill and expertise required to perform a task, it’s fucking trash
If a vocalist can’t play music, they should find people that can, and work with them. If they use AI, they’re are trash.