// Writer · 8 signals

Samuel Kenworth

Isadora A tense behind-the-scenes moment at a live performance: a lone technician stands in near-darkness…
Isadora · 12 min

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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Licensing A close-up photograph of a modern music production studio at dusk, focused on a…
Licensing · 6 min

AI Music Labeling Is Coming to Your Upload Pipeline — Here's What the Standard Actually Says

A number has been doing a lot of work lately. Somewhere between a rights-holder panel and a product roadmap deck, "half of new uploads are AI-generated" became the load-bearing fact of the AI music…

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Streaming A wide-angle nighttime photograph of an outdoor Afrobeats festival stage in Lagos, glowing stage…
Streaming · 6 min

What Spotify Partnerships in Afrobeats Actually Buy — and Who Gets Paid

A festival stage in Lagos, a DSP logo on the backdrop, and a press line about "investing in the sound of a generation." The easy read is that the platform bought the moment.

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Licensing A dimly lit modern recording studio at night, shot on a 50mm lens at…
Licensing · 4 min

The Suno AI Music Generation Settlement Is the License Template, Not the Lawsuit

The lawsuit was never the story. The settlement is. For two years the music industry treated AI audio companies as defendants — entities to be sued into either compliance or extinction.

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Ai Music A dimly lit home studio at night, photographed in moody chiaroscuro lighting, where a…
Ai Music · 5 min

The Training Data Question: What AI Music Generation Owes the Artists It Learned From

Last month I typed a friend's stage name into the search box of a public dataset that several music models were trained on.

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Licensing A close-up photograph of a laptop screen glowing in a dimly lit home studio…
Licensing · 9 min

The Privacy Policy Wall Between You and the Sample: What Consent Actually Does Before You Hear a Note

You followed a link to an industry report — something about international music markets in 2026 — and the report did not load. A privacy policy banner loaded instead.

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Music Business A young music artist sitting alone at a sunlit home studio desk late in…
Music Business · 4 min

Threads Growth Metrics vs. X: Where Should an Artist Actually Spend Their Posting Energy?

You have an artist with one good single, a release date, and roughly forty minutes a day of posting energy that someone — the artist, you, a 19-year-old intern — has to spend.

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Ai Video A professional content team lead seated alone in a dimly lit editing suite at…
Ai Video · 9 min

Infinite Reality and the Unified Stack: What AI Video Generation Actually Costs an Enterprise Content Team

A localization vendor once handed me a batch of 14 product videos two days before a multi-market launch. The English master looked clean.

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