This page describes how the OptimizedEdge audit protocol operates. It does not describe internal mathematics, proprietary ontology, or implementation details. The protocol is deterministic, passive, and vendor neutral.
The audit protocol operates entirely on static AI output text. It does not interact with, influence, or modify the AI system being evaluated.
A single AI output is captured as text. No multi step interaction, chaining, or probing is performed.
The text is processed using algorithmic methods that calculate reasoning stability signals. Identical input produces identical results.
A deterministic diagnostic trace is produced, preserving ordering and resolution while remaining independent of model internals.
Findings are translated into human readable conclusions without exposing internal variables or proprietary structure.
The protocol does not require access to model weights, embeddings, logits, inference runtime, training data, or system prompts.
> CLOSED SOURCE AUDITS
> THIRD PARTY VENDOR ASSESSMENT
> HISTORICAL OUTPUT REVIEW
> REGULATED DEPLOYMENT ANALYSIS