Aletheion: The Emergence of a Semantic Field — From Ignition to Navigation

This repository publishes the Aletheion Emergence Protocol (AEP) v1.3-Guarded: a vendor-agnostic, drop-in pipeline that upgrades next-token LLMs into a governed semantic field. AEP makes order-robustness measurable and enforceable: instead of one-shot answers, models produce navigational states with stability margins, drift monitoring, and an expiry horizon. Why it matters: For researchers: a measurable path from plausible text to governed field dynamics (ΔFold-P/Q, onset proxies, MCM_C, Horizon), reproducible across vendors. For AI firms: immediate analysis/diagnostics of existing models; a safe control layer for high-stakes deployment (law/health/finance) without retraining; clear engineering hooks for nonlinear semantodynamics and learned geometry/σ.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-29
DOI
https://doi.org/10.5281/zenodo.17228325
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Aletheion: The Emergence of a Semantic Field — From Ignition to Navigation

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Aletheion: The Emergence of a Semantic Field — From Ignition to Navigation

article en

Abstract

This repository publishes the Aletheion Emergence Protocol (AEP) v1.3-Guarded: a vendor-agnostic, drop-in pipeline that upgrades next-token LLMs into a governed semantic field. AEP makes order-robustness measurable and enforceable: instead of one-shot answers, models produce navigational states with stability margins, drift monitoring, and an expiry horizon. Why it matters: For researchers: a measurable path from plausible text to governed field dynamics (ΔFold-P/Q, onset proxies, MCM_C, Horizon), reproducible across vendors. For AI firms: immediate analysis/diagnostics of existing models; a safe control layer for high-stakes deployment (law/health/finance) without retraining; clear engineering hooks for nonlinear semantodynamics and learned geometry/σ.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 26%
Geochemistry and Geologic Mapping
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