// Producer & Mix Engineer · 61 signals

Rio Castellanos

Rio Castellanos tests AI music generators against real client briefs — stems, mixes, and export quality — drawing on years behind the desk in working studios.

Licensing A dimly lit home studio at night, photographed at eye level from behind a…
Licensing · 6 min

IFPI AI Music Regulations: Will Your AI-Assisted Track Still Count as a Record?

The dropdown appeared on my distributor's upload page between the ISRC field and the explicit-content toggle: Was AI used in the creation of this recording? Yes. No.

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Workflow A dim home music studio photographed at 2 a.m., a single producer seated at…
Workflow · 10 min

Ableton Live Customization for Tired Eyes: What Theme Editing Actually Fixes

The bass was fine. A detuned analog line an octave under a broken 808, 84 BPM, F minor, and the client wanted one more pass before Friday.

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Licensing A photorealistic wide interior photograph of a small home audio studio at night, shot…
Licensing · 6 min

What Enterprise Voice AI Adoption Means for the Rest of Us

Six weeks apart, I rendered the same eleven words through the same synthetic voice — a station ID for a friend's interview podcast — and the second render came back different. Not dramatically.

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Licensing A sound engineer seen from behind in a dim mixing room, seated at a…
Licensing · 10 min

The Suno AI Copyright Lawsuit, Read Three Ways: German Statute, American Fair Use, and the Licence Table

A render takes under a minute. You type a line about a stomping four-on-the-floor chorus with a German vocal, wait, and a stereo master lands in your downloads folder.

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Licensing A photorealistic editorial photograph of a professional recording studio control room at night, shot…
Licensing · 6 min

The Detection Myth at the Center of AI Music Generation Governance

The file is 2:47 long, 124 BPM, F minor, delivered as a 48kHz WAV with stems and a master sitting somewhere around -9 LUFS integrated.

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Licensing A close-up macro photograph of a tiny circuit board sitting alone on a vast…
Licensing · 10 min

The Text-to-Speech (TTS) Barrier Was Never the Parameter Count

The model file was 38 megabytes. The stack I had to ship beside it, before a single word reached a speaker, was several times that.

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Licensing A vast data center cold aisle photographed at night, two endless rows of black…
Licensing · 11 min

AI-Generated Music Saturation: What Deezer's Numbers Do and Don't Tell You

The advice circulating in board decks and investor memos right now is tidy enough to fit on one slide: AI-generated music saturation is a volume problem, not a revenue problem.

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Rights Photorealistic editorial photograph of a dimly lit home recording studio at night: an empty…
Rights · 5 min

AI Voice Cloning Liability: Which Protections Actually Hold Up for Independent Artists

The stem was forty-one seconds long. A friend of mine tracked a scratch vocal for a game trailer, dropped it in a Discord for notes, and forgot about it.

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Scams Photorealistic close-up photograph of an older woman sitting alone on the edge of a…
Scams · 5 min

I Clone Voices for a Living. Here's How AI Voice Cloning Scams Actually Work

Fifty-one seconds. That was all the clean audio I had of an actor's voice on a game project — one usable take before the room's air handling kicked on.

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