>_ USK Studio
Deterministic AI Governance

USK Studio

An auditable AI execution workbench governed by SCM coherence, deterministic replay, and immutable run receipts.

Open Dummy Demo View Architecture -

SCM Authority

Human-visible output requires ROC: Release of Coherence.

Ledger Truth

Every run produces an auditable receipt.

Determinism Gate

Provable replay or explicitly non-deterministic.

Tool Gateway

No tool bypass, no silent live result injection.

Studio Demo

Static dummy simulator. No backend. No live model. No external service.

Select Test Scenario

ROC ISSUED Output Visible

Pipeline Execution

Run Receipt

Architecture

System Invariants

SCM is the only authority for human-visible output. Ledger is the only authority for historical truth. Determinism is binary. All tools are mediated. All runs are replayable or explicitly non-replayable. No silent failure paths. No UI-only decisions.

Research

Unified StudioSCM SSD

SSD-derived public layer defining authorities, gates, receipts, and release control for governed AI execution.

Deterministic Inference Governance

Binary determinism model: fully frozen replay state or explicitly non-deterministic.

Human-Visible Output Control

Human-visible output is blocked until SCM issues Release of Coherence.

Synoema Context

Supporting change-management context only; not the product architecture.

About

Diomantis Resonance Labs is a systems architecture lab focused on deterministic AI workbenches, coherence-governed execution, replayable inference, and auditable human-visible output.

USK Studio is currently presented here as a public concept and dummy demo.