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The one thing AI will never understand about music

Rick Beato argues there's a fundamental gap between what artificial intelligence can produce and what music truly represents—a gap that no algorithm can bridge.

Beato recently appeared on CBS and NPR discussing his experiments with AI music generation platforms like Sunno and Udo. He used ChatGPT to generate prompts, Anthropic's Claude to write lyrics, and then fed those into AI music generators to create original songs. The results sound technically impressive, but they miss something essential.

AI can generate sounds, beats, and lyrics—but it cannot feel what musicians feel when creating.

Why Musicians Are Uniquely Positioned to Judge AI

The distinction matters because only human musicians can actually evaluate whether AI-generated music works. Beato points out that the Beatles, Rolling Stones, Beach Boys, Led Zeppelin, and Earth, Wind & Fire all used seventh chords throughout their recordings—from the 1950s through the 1970s. That musical heritage isn't just data for algorithms to ingest; it's a living tradition that musicians understand intuitively.

The one thing AI will never understand about music

When Beato interviewed Pink Floyd's David Gilmore in London, he sat two feet away while Gilmore played guitar—experiencing music physically, emotionally, and historically. That's the kind of context AI lacks entirely.

The Counterargument

Some might argue that AI can already replicate musical patterns convincingly, or that audiences can't distinguish between AI-generated and human-produced music. But Beato's position is clear: technical replication isn't artistic understanding. The question isn't whether AI can mimic chord progressions—it's whether anything digital can comprehend why musicians choose those specific sounds in the first place.

Critics might note that many listeners genuinely enjoy AI-generated music, and that the emotional distinction is becoming less obvious as technology improves. That's a fair challenge—and it points to exactly why this conversation matters now.

Bottom Line

Beato's strongest argument is simple: music carries human history, emotion, and intention in ways algorithms cannot replicate. His vulnerability is less about proving AI is insufficient, but rather explaining what makes human musical choice irreplaceable. The 1970s rock bands he references aren't just examples—they're evidence that certain sonic decisions carry decades of cultural weight that no prompt can capture.

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Sources

The one thing AI will never understand about music

by Rick Beato · Rick Beato · Watch video

Oh man, I'm out of practice here. I've not had a live stream in four weeks, which is the longest I've ever gone without a live stream. I've been traveling a lot. End of the summer, big trip to the UK, which we'll talk about here in a second.

I want to do a few announcements here. So, I have two tour dates in the US coming up with my Rick Biato unedited live show where I tell stories, I break down songs, I play some guitar, I take questions from the audience, which is my favorite part. And I'm going to be doing a show at Vanderbilt University at Bolair School of Music where one of my dear friends, Tom, is a teaches conducting. That's on September 11th.

and then on September 25th in San Francisco at the Prescidio Theater. Never been there. Well, I've been to San Francisco, but never been to the Presidio Theater, but tickets are on sale right now through my website. And I have dates in Europe coming up, too.

But that doesn't start till the end of October. But there's going to be all these dates are on there. But Oslo, Stockholm, Helsinki, Berlin, London, and Dublin. last show was added in Dublin and of course on those dates there will be some interviews in addition.

So it's kind of a tour mixed in with a it's kind of I'm not sure if the tour is the excuse to do the interviews or it's the opposite but I like to kind of combine them. I'm going to have Pavle with me who films all of my interviews. So we'll we'll be able to do that. because something's just come up.

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It's got my people are like, "What's in the what's in the complete biat method?" Because that's what it is. is my music theory for songwriters which has 19 lessons and three hour three plus hours of videos and it will help you expand upon your songwriting. It's my book interactive that's more of like an intermediate guitar course that actually talks about ...