[ SYSTEM EVOLUTION ]
System
Evolution.
Tracking the progression of creator intelligence architecture.
May 2026
v2.1.0
[ RELEASE_04 ]
The Editorial Update
Complete UI overhaul to the Blueprint/Editorial design system. Warm paper textures, structural grid lines, and Fragment Mono for technical labels.
Editorial Design SystemBlueprint Grid LayoutFragment Mono TypographyNoise Texture Overlay
April 2026
v1.1.0
[ RELEASE_03 ]
The Ensemble Update
Major architecture upgrade blending structural ML with behavioral psychology rules.
Ensemble Scoring LogicBehavioral Hook AuditNiche Benchmark Scaling
March 2026
v1.0.4
[ RELEASE_02 ]
Confidence Calibration
Introduced the confidence interval system to map prediction reliability.
MAE Prediction WindowVolatility DetectionTrust Indicators
February 2026
v1.0.0
[ RELEASE_01 ]
Core Launch
Initial deployment of the preYT research engine.
Single Analysis ModeLinguistic AuditVisual Clarity Scoring