FRESH FREQUENCIES.
Guides, tutorials, and brutally honest reviews on AI music — from people who test these tools every day.
How to Spot AI-Generated Music on the Charts (and Why the Usual Tells Keep Failing)
The advice you have heard is simple: you can always tell when a track is AI-generated music. Something in the voice will crack the wrong way, the lyrics will read like a horoscope, the artist will…
Your Feed Is Training Data: What AI Image Generation Does With the Work You Post
Last month I ran a small test. I opened a platform-native image tool — the kind now bolted onto every social app — and typed a prompt naming a friend's illustration style.
Read signal →
When AI Voice Cloning Hit Primetime: Which MBC Variety Episodes Actually Say Something
The tell came about forty minutes into the segment. A producer cued a recording, and the announcer sitting under the studio lights heard her own voice read a script she had never seen — same cadence…
Read signal →
The One Number Every AI Music Generation Acquisition Is Really Buying: Distribution Reach
Read enough acquisition announcements in this corner of the industry and you notice the same tell: there is always one number in the second paragraph.
Read signal →
What Happens When an AI Music Generation Startup Gets Acquired: The Mechanism Behind the Consolidation
The founder posts one last message in the company Slack — "grateful for every one of you, more soon" — and then the channel goes read-only.
Read signal →
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.
Read signal →
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…
Read signal →