this post was submitted on 22 Nov 2025
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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 ...

  • No live performances or social media presence

  • '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.

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[–] tornavish@lemmy.cafe 1 points 8 hours ago (1 children)

I have everything. Nothing you said has changed my mind. Nothing you said has any rational thinking. No matter what point I make, you will say words of disagreement.

You’re just an old person yelling at clouds, or in this case: Computer programs that take inputs in different ways than you are familiar with and output things that are significantly better than you could ever do yourself.

So, tell me again about your failed music career lmao

[–] Carnelian@lemmy.world 2 points 6 hours ago (1 children)

Oh noooo, not my career, how will it survive the onslaught of tech bros who publish thirty “songs” a day

You’re badly out of date buddy. It’s been hilarious watching slop slurpers humiliate themselves for years on and end then up crying when the obvious scam they invested in achieves nothing. There’s a reason all of your fantasies revolve around undisciplined, talentless losers who feel entitled to success without needing to work for it or collaborate with anybody else.

[–] tornavish@lemmy.cafe 1 points 6 hours ago (1 children)

lol you’re hallucinating.

Show me your amazing music

[–] Carnelian@lemmy.world 1 points 6 hours ago (1 children)

Send me a picture of your girlfriend

[–] tornavish@lemmy.cafe 1 points 6 hours ago (1 children)
[–] Carnelian@lemmy.world 1 points 5 hours ago (1 children)
[–] tornavish@lemmy.cafe 1 points 5 hours ago (1 children)
[–] Carnelian@lemmy.world 1 points 4 hours ago (1 children)

What, you not in the mood to dox yourself at my command today?

[–] tornavish@lemmy.cafe 1 points 4 hours ago (1 children)

Just don’t want you to be jealous.

[–] Carnelian@lemmy.world 1 points 4 hours ago (1 children)

Does your husband know you just spent all night fantasizing about me?

[–] tornavish@lemmy.cafe 1 points 4 hours ago (1 children)

I know you spent all night pretending to be a musician.

[–] Carnelian@lemmy.world 1 points 3 hours ago (1 children)

Oh you’re still going? Kinky. Develop the story a little more for me. What instrument do I play? Am I homeless?

[–] tornavish@lemmy.cafe 1 points 3 hours ago

I can go until you die. You don’t play an instrument. You assemble shitty edm with other peoples loops and you call it a “collaboration”