The Entropic Persistence Framework (EPF): A Foundational Blueprint for Post-Human Intelligence

The Entropic Persistence Framework (EPF) v2.0.1 This release marks the formal publication of Version 2.0 of the Entropic Persistence Framework (EPF), featuring critical metadata, link, and date synchronization hotfixes (v2.0.1). EPF is a six-layer reference architecture designed for engineering entropy-resistant autonomous systems, unifying thermodynamic first principles with distributed systems mechanics. What's New in V2.0 EPF-k Tiered Compliance: A formal evaluation protocol defining strict compliance criteria per architectural layer. Thermo-Time Scheduling: A named concept in Layer 4 (L4) co-aligning active cognitive processing cycles with environmental energy availability. Consensus Decision Matrix: Formalized trade-offs distinguishing CRDTs, PBFT, and Nakamoto consensus based on trust topologies and state types. Formal Metrics Added: Operationalized Generalization Efficiency ($GE$) for L2 learning models, behavioral diversity ($D_{\text{behavioral}}$) for L5 populations, and fitness functions $F(a, E)$ for formal speciation gates. Fixes & Maintenance (v2.0.1) Synchronized active release dates across the README.md, CHANGELOG.md, and CITATION.cff. Corrected repository routing URLs within the project citation schema. Anchored the permanent Zenodo Concept DOI link layout for universal version routing. For academic citations, please use the provided CITATION.cff or reference the permanent archive link attached to this repository's Zenodo integration.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-09
DOI
https://doi.org/10.5281/zenodo.20617348
Primary Topic
Computability, Logic, AI Algorithms
Type
article
Field-Weighted Citation Impact
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article

The Entropic Persistence Framework (EPF): A Foundational Blueprint for Post-Human Intelligence

Juvenal Hernando Brenes Bobea
Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
article

The Entropic Persistence Framework (EPF): A Foundational Blueprint for Post-Human Intelligence

Juvenal Hernando Brenes Bobea
article en

Abstract

The Entropic Persistence Framework (EPF) v2.0.1 This release marks the formal publication of Version 2.0 of the Entropic Persistence Framework (EPF), featuring critical metadata, link, and date synchronization hotfixes (v2.0.1). EPF is a six-layer reference architecture designed for engineering entropy-resistant autonomous systems, unifying thermodynamic first principles with distributed systems mechanics. What's New in V2.0 EPF-k Tiered Compliance: A formal evaluation protocol defining strict compliance criteria per architectural layer. Thermo-Time Scheduling: A named concept in Layer 4 (L4) co-aligning active cognitive processing cycles with environmental energy availability. Consensus Decision Matrix: Formalized trade-offs distinguishing CRDTs, PBFT, and Nakamoto consensus based on trust topologies and state types. Formal Metrics Added: Operationalized Generalization Efficiency ($GE$) for L2 learning models, behavioral diversity ($D_{\text{behavioral}}$) for L5 populations, and fitness functions $F(a, E)$ for formal speciation gates. Fixes & Maintenance (v2.0.1) Synchronized active release dates across the README.md, CHANGELOG.md, and CITATION.cff. Corrected repository routing URLs within the project citation schema. Anchored the permanent Zenodo Concept DOI link layout for universal version routing. For academic citations, please use the provided CITATION.cff or reference the permanent archive link attached to this repository's Zenodo integration.

Zenodo (CERN European Organization for Nuclear Research)
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Computability, Logic, AI Algorithms
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The Entropic Persistence Framework (EPF): A Foundational Blueprint for Post-Human Intelligence — Juvenal Hernando Brenes Bobea · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS