ResourcesThe Science & Telemetry
Algorithmic Architecture
The Science & Telemetry
Deep mathematical breakdowns of Advantage+ neural sound clustering, sub-15m budget liquidity, and CAPI telemetry.
Articles & Field Guides (3)
Curated for Artists & Label Marketers 9 min readAugust 2026
The Mathematics of Advantage+ for Music: Neural Sound Clustering
How Meta's 2026 Advantage+ algorithm analyzes acoustic frequencies and lyric video transcriptions to replace pre-2026 manual interest targeting.
#Advantage+ Math#Machine Learning#Neural Clustering
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6 min readAugust 2026
The Sub-15m Liquidity Protocol: Real-Time Budget Rebalancing
An architectural overview of our real-time budget allocator that shifts media spend to winning creative hooks in under 15 minutes.
#Budget Liquidity#Ad Fatigue#Automation
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5 min readJuly 2026
The 3-Second Hook Retention Science: Thumb-Stop Data Analysis
Analyzing 10,000+ music Reels: why bass drops, kinetic typography, and studio BTS outperform album cover art by 380%.
#Creative Studio#Hook Science#Video Ads
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