Make sure to go get Starbucks; know when pumpkin spice latte season is; Instagram the s*** out of everything; buy Uggs every winter but wear them every in summer; know all the lines to "Mean Girls" and "Pitch Perfect" by heart; Like this weather right now, I literally can’t even; date a guy, get a boyfriend, date another guy, get another boyfriend, date another guy and another guy; just date; go to Lake Geneva every summer; take Snapchats of the entire trip; filters are your specialty; go to college and make sure you get into that sorority; You have a friend who is black? Wait, you have a few???; purse your lips and squat for pictures and point at the camera; one,two, thr-...WAIT!; *cue flipping of hair and aching of back*; wear makeup; wear makeup that makes you look like you’re not wearing makeup; wear makeup for black and brown girls as contour; What’s the name of your Spanish friend again?; your blonde hair will get you places and into places; braid your hair into boxer braids, braid your hair into cornrows because Kylie Jenner did; Halloween time is sexy time and your chance to dress up like a chola; Wait, do you actually know what cultural appropriation is?; don’t act basic while looking basic; live in the suburbs, the Metra is your only means of transportation; You're white so you don’t really have a culture. I mean you’re Italian, but still you’re white; you’re privileged, recognize your privilege; Trust me I completely understand my privilege, but I’m also a girl...make sure to look cute but not too cute; you’re still privileged...kind of, not really, but you’re still white; pierce your cartilage; get that arrow tattoo that you saw on Pinterest; wear everything PINK, even though it’s not actually pink; You’re a size 14? No way, you so are not; yoga pants, yoga pants, yoga pants; make sure to forget your sunscreen when you go to the beach; Drake is the only rapper you know thanks to "Degrassi"; Oh my god, let’s go to Chinatown, it’s so ethnic; North Face fleeces; be obsessed with Vera Bradley and Vineyard Vines; “literally” is your favorite word; Like I literally say it like literally all the time; “like” is your second favorite word; you wish you were one of Taylor Swift’s best friends, but not really because she’s been getting really annoying lately and Calvin Harris is “bae”; Why can you say the “N” word, but I can’t?; go to all music festivals but only go for the EDM stage to get “turnt”; You seriously want to go see Paul McCartney? He wrote that one song, right?; wear that flower crown like a “boss ass b*tch”; high top white converse ALL THE TIME; use the term “ghetto” loosely; feel intimidated when a person of color walks down the sidewalk outside your fenced in house; beware of the “black hallway” and “hispanic hallway” in high school; when referring to Latinos or Latinas, saying Mexican or Spanish is easier; I don’t mean to sound racist, but…; you tell everyone you wish Bernie Sanders was your grandpa; buy a Polaroid camera from Urban Outfitters; your mom loves Kohls and you secretly love it, too; abuse #blessed; love everything naked: Naked juice, the Naked palette by Urban Decay...but if you don’t look like Gigi Hadid, forget about actually getting naked...
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The Illusion of Creativity
AI-generated music is often marketed as “artistic” or “educational.” But what does it really teach?
- That style can be replicated without understanding.
- That emotion can be simulated without feeling.
- That effort can be bypassed with a prompt.
For young creators, this sets a dangerous precedent. Why learn to play guitar when an algorithm can do it faster? Why study harmony when AI can generate chord progressions in seconds? The risk isn’t just laziness — it’s the loss of depth, discipline, and the tactile joy of creation.
I have listened to several AI-generated music covers. My initial reaction was one of considerable impressiveness, particularly regarding the reimagining of classic pop hits in diverse genres with novel arrangements. Here is one good example a-ha — Take On Me
However, after engaging with several such Ai generated song covers, a sense of emotional detachment emerged, attributable to the perceived absence of human artistry and genuine sentiment, resulting in a technically flawless yet ultimately soulless auditory experience.
Copyright in Crisis
What does the copyright law say about AI generated music, especially in field of music covers. Who is liable for copyright in this case, AI developers, people who used AI to generate music or people who published it on music platforms?
Recent lawsuits show that the music industry is pushing back hard:
- Universal, Sony, and Warner sued AI music platforms Suno and Udio in 2024 for allegedly training their models on copyrighted songs without permission Ars Technica The Lyon Firm.
- They’re seeking up to $150,000 per infringed song, arguing that the AI outputs resemble famous tracks and voices (e.g., Mariah Carey, Michael Jackson).
- These lawsuits target the developers of the AI tools — but they raise broader questions:The legal gray area is training data. Courts haven’t yet ruled definitively on whether using copyrighted songs to train AI counts as infringement or fair use Sites at USC.
But who’s liable?
Role | Legal Risk | Why |
AI Developers | ✅ High | For training on copyrighted material without licenses. |
Users | ⚠️ Moderate | If they intentionally recreate protected works. |
Publishers/Platforms | ✅ High | For distributing infringing content. |
The grey area lies in training data. Courts haven’t yet ruled definitively on whether using copyrighted songs to train AI counts as infringement or fair use. Meanwhile, AI-generated works themselves aren’t eligible for copyright unless a human provides substantial creative input — leaving them in legal limbo.
The Educational Mirage
Some argue that AI music helps people learn genres, production styles, or vocal techniques. But this “education” often lacks context. It’s like learning to paint by watching a printer — technically impressive, but creatively hollow.
True musical education involves:
- Struggle and iteration: Learning through mistakes.
- Emotional connection: Expressing what words can’t.
- Cultural lineage: Understanding the roots of sound.
AI shortcuts bypass all of this. And in doing so, they risk flattening the rich terrain of human creativity into a sterile landscape of algorithmic mimicry.
Why This Fight Matters
This isn’t just about music. It’s about the future of art, storytelling, and human expression. If we allow machines to dominate creative spaces, we risk turning culture into content — optimized, monetized, and devoid of soul.
We must ask: Do we want a world where art is made by machines, or one where machines help humans make better art?
5 Key Takeaways
- AI-generated music blurs the line between innovation and erosion in the creative arts
- AI-generated music raises questions about copyright, culture, education, and artistic expression
- AI-generated music can replicate style without understanding, simulate emotion without feeling, and bypass effort with a prompt
- AI-generated music sets a dangerous precedent for young creators by potentially leading to a loss of depth, discipline, and joy of creation
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