THE AI MUSIC LAB BLOG

Research, not content.

Every post here comes out of real production work, tracks I've mastered, curator queues I've reviewed, and mistakes I've made with my own money. No recycled tips, no filler.

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Joshua Gilliland Joshua Gilliland

What Happens After You Hit Submit

A submitter asked what happens after they pay. Here's the whole Jukebox cycle in order: the listen, the calendar, features, playlist adds, and the feedback each tier gets back.

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Joshua Gilliland Joshua Gilliland

Where the AI Music Went

SubmitHub banned pure AI-generated music in September, then published what happened. AI-flagged submissions fell 57% in a month. Here's what the numbers show, what they can't show yet, and what a fair submission door should look like.
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Joshua Gilliland Joshua Gilliland

One Year Ago Today, Someone Paid $5

The first sale was five dollars, October 2, 2025, for the original Unlock Suno prompt guide. Here's what exists a year later, what I got wrong along the way, and a thank-you code that runs through October 16.

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Joshua Gilliland Joshua Gilliland

Is It Still Your Song?

A producer uploads the demo to Suno, strips the AI vocal, and has the client re-sing the lead. Another writer wrestles the model for every bar of the arrangement. Both end at the same question, and it's the one I hear from creators constantly: is it still your song?

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Joshua Gilliland Joshua Gilliland

Suno Rewrote Its Terms. Your Rights Now Hinge on the Download.

On September 3, Suno's rewritten terms took effect, and the change that matters most for a working producer got the least coverage: commercial rights now attach to the permitted download. What one unlock buys, what survives cancellation, and the one case the terms don't settle.

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Joshua Gilliland Joshua Gilliland

What the First Jukebox Cycle Actually Produced

The features are live, and "playlist consideration" undersells what a cycle turns out. Every track heard in full, every feature a written case, placements only where the lane fits, and one release moved forward by the feature itself.

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Joshua Gilliland Joshua Gilliland

The Genre Prior

You put "-pedal steel" in the Exclude field on a modern country prompt, and pedal steel showed up anyway, both times. That's not a prompt-strength problem. The model carries a prior about what your genre sounds like, and the constraint lost to it on the genre's most defining element in every case logged.

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Joshua Gilliland Joshua Gilliland

The Edit Ladder

Something's wrong with the song, and the move most producers make is the biggest one available: regenerate everything. Suno's edit tools sit on an eight-rung ladder ordered by what each one destroys, and the right fix is almost always lower than the one you reached for.

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Joshua Gilliland Joshua Gilliland

From Library Member to Mastering Customer in Three Weeks

Someone bought the membership in early August and came back three weeks later with a track to master. I can't tell you why, because I didn't ask. I can tell you what the structure was designed to do, and that this is it working in the drawn order.

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Joshua Gilliland Joshua Gilliland

Suno v6 Just Launched. The Real Story Isn't the New Model.

Suno launched three new models today. The headline everyone's writing is "faster, better, more control." The story underneath it is that Believe, a distributor that banned AI music in April, just reversed course for tracks made with this model.

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Joshua Gilliland Joshua Gilliland

What "Lifetime Membership" Actually Means

"Lifetime membership" usually gets defined after the sale, in a support email, when the thing you assumed was included turns out to be an add-on. This is the opposite move: the exact boundary of the deal, in public, above the buy button.

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Joshua Gilliland Joshua Gilliland

The Master Where I Did Almost Nothing

The best source I've mastered this month needed two EQ cuts smaller than a decibel and less than 1 LU of gain. There was also a cut I prepared, tested, and deliberately turned off. That decision is the whole post.

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