vMEM (Versioned Markdown Entity Manifest): A Declared Interface for Entity Scope, Versioning, and Replay

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Authors: Anthony MacFarland
Cited by: 0

Abstract

As AI systems transition from passive retrieval toward agentic and decision-adjacent operation, the cost of interpretation, attribution ambiguity, and lack of replayable provenance have become material operational concerns. This paper introduces vMEM (Versioned Markdown Entity Manifest), a minimal, declarative interface for publishing entity identity, scope, authoritative references, and change history in a human- and machine-readable Markdown format. vMEM is designed to externalize interpretation costs while preserving versioning, explicit exclusion signaling, and time-bound reconstruction of declared entity state. It is not a ranking signal, compliance mechanism, or governance framework. This paper defines the structure, non-goals, and motivating conditions of vMEM as a foundational semantic declaration artifact.

Fields of Study & Subjects

Data Quality and Management Ethics and Social Impacts of AI Library Science and Information Systems

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
9 February 2026
Language
EN