Justin Ray · Hybrid AI Music Production & Creative Technology

THE FUTURE EXISTS IN THE GREY.

The central research laboratory of Justin Ray (JRAY / loserdub). Standardizing Hybrid AI Music Production, engineering browser audio DSP engines, and architecting the open Hybrid Production Standard (HPS-1.0).

01 // Protocol Architecture & Methodology

The Standard & Philosophy

HPS-1.0 Attestation Framework
Manifesto Core The Grey Zone Methodology
"While people argue over black or white, human versus machine, or all or nothing, the real creative work happens in the grey. Hybrid production is about finding the soul inside the algorithm."
[ SPECIFICATION // EU AI ACT ART. 50 & DDEX ERN 4.3 ] SECURE_ENCLAVE_ACTIVE
INSPECT PROTOCOL
AUDIO ATTESTATION
HYBRID PRODUCTION STANDARD (HPS-1.0)
Explore cryptographic audio provenance
[ 5-AXIS ATTESTATION MATRIX ]
[C] COMPOSITION Human Harmony
[G] GENERATION Neural Latents
[S] STEMS Multitrack Split
[P] POST-PROD DAW Master
[M] MASTER C2PA Cryptoseal
02 // Interactive Web Audio Lab

Browser Audio Engines

Free · Zero Install · Web DSP
Additional Browser Tools

VISION Subtractive Synth · J-DAW Multitrack · Modal Chord Scaler · Neural Vocals · Fractal Audio

Explore all 9 tools in Projects & Lab
03 // Technical Investigations

Field Notes & Research Archive

19 Original Research Papers
RESEARCH ARCHIVE // 19 ANALYTICAL FIELD NOTES

EMPIRICAL BENCHMARKS & AI AUDIO PAPERS

Empirical benchmarks: Neural audio diffusion · Multi-agent DAWs · C2PA provenance · Watermark survival · Streaming economics.

EXPLORE ALL 19 FIELD NOTES
04 // Musical Output & Studio

The Artist & Studio Services

Catalog Across 5 Aliases
● DIRECT DISPATCH CHANNEL | trustnodelogic@gmail.com

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Authored by Justin Ray · Pioneer of Hybrid AI Music Production