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

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-09
DOI
https://doi.org/10.5281/zenodo.18549194
Primary Topic
Scientific Computing and Data Management
Type
article
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article

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

Anthony MacFarland
Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

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

Anthony MacFarland
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
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Scientific Computing and Data Management
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vMEM (Versioned Markdown Entity Manifest): A Declared Interface for Entity Scope, Versioning, and Replay — Anthony MacFarland · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS