Sophie Langford
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 Generation Ethics Isn't a Philosophy Problem — It's a Booking Form
A four-band bill at a 120-capacity room. Doors at eight, three support slots and a headliner, each act getting a cut of the door split and roughly thirty-five minutes on a stage that a lot of people…
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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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AI Fraud Has a Number Problem: What the Loss Figures Actually Count
A forensic accountant I trust told me the most honest thing she's heard about AI fraud all year came from a detection researcher who admitted, in plain language, that he can no longer reliably tell a…
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AI Music Detection on Spotify: Can You Actually Tell What You're Streaming?
A track surfaced in my Discover Weekly last month that I couldn't place. Mid-tempo, lo-fi, a warm Rhodes chord loop, brushed drums, the kind of thing that sits politely under a study playlist.
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AI Music Licensing Solved the Input Problem. Streaming Fraud Is the Bill Coming Due.
A licensing deal between a publishers' trade body and an AI music company lands as a headline, and the headline reads like a ceasefire.
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