Auditoria Estrutural de Comportamento (AEC): A Preliminary Technical Note on Observable Operational Organization in LLM-Based Systems

Auditoria Estrutural de Comportamento (AEC) investigates observable operational organization in configured systems using language models. This preliminary note distinguishes the investigated phenomenon, protocol-defined analytical units, documentary records, and provisional metrological constructs. It describes an eight-block instrument that separates candidate production, audit, and terminal materialization. One retrospectively selected documentary case contains a shared candidate and three dependent continuations with different audit judgments and corresponding terminal outcomes. The case illustrates inspectable relations among constraints, artifacts, and judgments; it does not establish efficacy or independent replicability. Existing qualitative procedures and auxiliary measures are distinguished from empirical validation, which remains pending in the examined sources.