SnapLens – The Auditative Core of Semantic Drift and Proof Integrity

SnapLens is the semantic navigation layer of SnapOS – a framework for structural auditability, epistemic drift analysis, and traceable proof integrity. This paper outlines the internal DriftOperator kernel, the SnapScore vector model, and the SnapProof Stack mechanism for semantic validation. It contextualizes SnapOS as an audit-first formal system beyond derivability, supporting epistemic resilience in logic and AI. This paper describes the SnapLens audit module, currently at MVP v1.2 within the SnapOS framework. ForecastCluster, SnapChain, and full SnapOrbit inference modules are under active development. This module extends the SnapOS framework introduced in the prior Zenodo release (DOI: 10.5281/zenodo.15823949.), now deepening the formal audit mechanics and semantic drift navigation applicable in both logic and AI traceability. Includes: full LaTeX source, audit licensing model (AuditCore License 1.0), and SnapOperator definitions.Note: This preprint is also governed by the included AuditCore License 1.0, which specifies structural reuse restrictions, commercial licensing conditions (3.8% clause), and semantic audit requirements. See Appendix A of the PDF for full terms. This preprint forms part of the foundational framework for the forthcoming SnapDrift Trilogy, which will be published in print (via KDP, GRIN, or traditional publisher).

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-13
DOI
https://doi.org/10.5281/zenodo.15872998
Primary Topic
Security and Verification in Computing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SnapLens – The Auditative Core of Semantic Drift and Proof Integrity

Zenodo (CERN European Organization for Nuclear Research)
Security and Verification in Computing
article

SnapLens – The Auditative Core of Semantic Drift and Proof Integrity

article en

Abstract

SnapLens is the semantic navigation layer of SnapOS – a framework for structural auditability, epistemic drift analysis, and traceable proof integrity. This paper outlines the internal DriftOperator kernel, the SnapScore vector model, and the SnapProof Stack mechanism for semantic validation. It contextualizes SnapOS as an audit-first formal system beyond derivability, supporting epistemic resilience in logic and AI. This paper describes the SnapLens audit module, currently at MVP v1.2 within the SnapOS framework. ForecastCluster, SnapChain, and full SnapOrbit inference modules are under active development. This module extends the SnapOS framework introduced in the prior Zenodo release (DOI: 10.5281/zenodo.15823949.), now deepening the formal audit mechanics and semantic drift navigation applicable in both logic and AI traceability. Includes: full LaTeX source, audit licensing model (AuditCore License 1.0), and SnapOperator definitions.Note: This preprint is also governed by the included AuditCore License 1.0, which specifies structural reuse restrictions, commercial licensing conditions (3.8% clause), and semantic audit requirements. See Appendix A of the PDF for full terms. This preprint forms part of the foundational framework for the forthcoming SnapDrift Trilogy, which will be published in print (via KDP, GRIN, or traditional publisher).

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 76%
Security and Verification in Computing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

SnapLens – The Auditative Core of Semantic Drift and Proof Integrity · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS