FRESH FREQUENCIES.
Guides, tutorials, and brutally honest reviews on AI music — from people who test these tools every day.
AI Music Labeling Standards Won't Tell You What You Think They Do
A track lands on a streaming service. Somewhere in its metadata sits a flag: this was made with AI, or this was made by a human.
Isadora 4.5 vs. Max and TouchDesigner: Which One Actually Holds Up Onstage
The night a video cue failed on me, it wasn't the software's fault, exactly. It was 40 minutes into a set, the patch had grown three layers deeper than I could hold in my head, and when the dancer hit…
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The Music Industry Expansion Nobody Priced Correctly: India Isn't a Growth Story, It's a Monetization Problem
There is a number that quietly undoes most of the celebratory decks about India as the next great streaming market.
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AI Music Labeling Standards: Who Decided, and What They Actually Require
A checkbox showed up in an upload flow last year that read something close to "This track was created using AI." No tooltip. No definition.
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South Korea Music Regulation: Would Pre-Release Screening Actually Reach Your Catalog?
A distributor I know — mid-size, moves K-pop B-sides and a lot of indie electronic into Asian DSPs — sent me a two-line message last month.
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Spotify Conversational AI: Where "Just Ask For What You Want" Holds Up—And Where It Breaks
The advice going around the streaming business right now is clean enough to fit on a slide: the search box is finished, and the future of discovery is a conversation.
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Paid Social Marketing for Music Has a Disclosure Problem, and Labels Own the Risk
A campaign brief crosses your desk on a Tuesday. Twelve creators, mid-tier followings, each posting a fifteen-second Reel with your artist's new single under a lip-sync or a get-ready-with-me.
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