I was sitting with a client last week. Talented producer, deeply emotional about his music, struggles to finish things because he cares too much. Sound familiar?

He was beating himself up about not releasing enough. One track a month — that's what everyone says you need. Feed the algorithm. Stay visible. More releases, more chances, more reach. He knew the advice. He just couldn't live by it, and he felt like that made him a failure.

And somewhere in that conversation, something shifted for me. I found myself thinking: what if the advice is the problem?

Not wrong in the way bad advice is wrong. Wrong in the way advice that was once right becomes wrong when the world changes around it — and nobody notices, because everyone is still repeating it.

How we got here

Not that long ago, music was physical. You bought a record, a CD, a cassette. You held it. You read the artwork, the liner notes, the thank-yous. You knew the artist's name because it was printed in your hands. Discovery and identity came bundled together — you couldn't find the music without also finding the person who made it.

Then the internet arrived and started to loosen things. Digital downloads made music cheap and easy to copy. But even then, the artist-listener relationship mostly held. You still sought music out deliberately. You still knew what you were listening to.

Streaming changed everything at a fundamental level — and I don't think we've fully reckoned with what it actually did.

Streaming didn't just make music cheaper. It made music ambient. It turned music into infrastructure — something that runs in the background of your life like air conditioning. It's always there, always available, always flowing. And when the algorithm decides what you hear next, the artist's name becomes almost irrelevant. You're not choosing to listen to someone. You're letting a platform fill your space.

Music stopped being something you found. It became something that happened to you.

Think about what that actually means for an artist. You spend months on a track. You release it. The algorithm serves it to someone during their morning run. They half-listen. They don't register your name. They move on to the next thing the platform recommends. Your music did its job — it filled a moment — but it built nothing. No relationship, no recognition, no loyalty. You were a feature in Spotify's product, not an artist growing your own audience.

Streams don't convert to fans. They never did. They just reach passive listeners who will forget your name before the track is over.

Spotify doesn't need you to have a career. Spotify needs content to fill the platform. The algorithm optimizing for volume serves Spotify's business model, not yours. The artist grinding out monthly releases is doing free labor for a machine that will never remember their name.

The Age of Average

There's a bigger pattern here that goes beyond music. A strategist named Alex Murrell wrote an article that I keep coming back to. He called it The Age of Average. His argument: from film to fashion, architecture to advertising, creative fields have converged on convention. Distinctiveness has died. Everywhere you look, everything looks the same. Not because people stopped caring — but because the systems we built rewarded sameness and punished risk.

Since streaming took over, songs have gotten shorter, less melodically diverse, and lyrically more repetitive. The algorithm didn't just change how music is distributed. It changed what music sounds like.

Think about what made old cities beautiful. The canal houses in Amsterdam, the townhouses in London's west end — every building had its own details, its own personality, its own craft. Nobody was trying to ship ten buildings a month. They were trying to make something worth looking at for a hundred years.

In a world where everything is average, the artist who takes time to do something distinct doesn't just stand out. They become the only thing worth remembering.

Then AI arrived

The volume of competent, listenable music being generated by AI is already significant. In a year or two, it will be incomprehensible. Platforms will be flooded with music that is technically proficient, algorithmically optimized, and completely soulless.

In that world, volume is not a strategy. It's a losing game you were never going to win.

You cannot out-produce a machine. The answer is to stop trying — and make something a machine never could.

The only thing AI cannot replicate is you. Your specific perspective, your emotional truth, your lived experience, the particular way you hear the world and translate it into sound. That is the moat. But building that moat takes time, intention, and the courage to go deep instead of fast.

Make music scarce again

Music has lost its value because it has lost its scarcity. It's everywhere, all the time, available for free. And when something is everywhere and free, people stop treating it like it matters.

But scarcity is not gone forever. It can be rebuilt — by individual artists who are willing to make a different choice. Who are willing to release less, take longer, and make each release feel like an event rather than a content drop.

When your audience knows you don't release music every three weeks, the anticipation for what's coming builds. When it finally arrives, it carries weight. People pay attention differently to something rare. The release becomes a moment, not just another notification.

Content builds your audience. Music rewards them.

If you're releasing less music, how do you stay visible? How do you keep building an audience in the silence between releases? The answer is content. And this is the key shift that makes the whole model work.

Music used to do two things simultaneously: it was the art, and it was the marketing. Streaming broke that. Someone can listen to your music a hundred times and still not know your name.

Content is different. When someone watches you talk about your process, sees your face, hears your perspective, follows along with your creative journey — they form a connection with you as a person. By the time your music comes out, they're already invested in you. They're not discovering you through the song — they already know you. The song is the payoff, not the introduction.

Back to my client

He's emotional about his music. He's a perfectionist. He takes months on things because he can't release something he doesn't fully believe in. He's been treating all of that as a problem — a character flaw that stands between him and the career he wants.

What if it's not a flaw at all? What if those instincts are exactly right for the world that's coming?

In a landscape flooded with AI-generated music optimized for engagement, the artists who will matter are the ones who made things that couldn't have been generated. Things that took time, care, and a specific human truth that no algorithm can fake.

The perfectionist, the emotional artist, the one who can't release something until it's truly ready — they're not behind. They might actually be ahead.