FRESH FREQUENCIES.
Guides, tutorials, and brutally honest reviews on AI music — from people who test these tools every day.
Meta Platform Development and the $46 Billion Question Behind the Prediction-Market Bet
There's a number that should sit at the top of any memo about a new Meta platform, and it isn't a user count.
The Quiet Trap in AI Training Data Licensing: What a Dataset's Curation Owns That the Songs Don't
You can clear every single track in a dataset — every Creative Commons attribution, every share-alike clause, every artist credit logged and honored — and still lose a copyright case over that…
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What Did Clive Davis Actually Hear? The Question Behind a Half-Century of A&R
Here is a question anyone who has ever sat in a chair with the power to say yes or no to a song has asked themselves at two in the morning: what was Clive Davis actually hearing that the rest of the…
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Physics-Toy vs. Patch-Cable: Two Virtual Synthesizer Approaches for People Who Hate Synth Menus
Last Tuesday I had a bass idea — a detuned, slightly seasick sub around 55 Hz, the kind that wobbles a quarter-tone flat and back like it's deciding whether to commit.
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The "Open Source" Trap in AI Training Data Licensing: Why a Free Research Dataset Can Still Cost You Millions
A research dataset shows up on a university mirror. A few thousand tracks, neatly tagged by genre, key, and BPM, every file marked Creative Commons, the whole package described in the README as "open…
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NFC Technology and the One-Tap Wallet: What That "Chart-Eligible" Sale Actually Counts
A fan at a merch table taps their phone against a vinyl sleeve. Half a second later, a pass drops into their digital wallet, a download code resolves in the background, and — if every condition lines…
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The Licensing Question Nobody at the Label Wants to Answer About AI Music Generation
A sync deal I watched fall apart last year didn't die over money or taste. The placement was approved, the spot was cut, the music supervisor loved the track.
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