Epoch Shift: Why There Is No "Post-Digital" After Phase

The article introduces a phase model of digital penetration — Digitization, Digitalization, Digital Transformation — and argues that Agentic AI operates primarily within Phases 1 and 2, not as the driver of deeper societal reordering. After Phase 3, the model ends: what follows is not a Phase 4 but an epoch shift — a categorical break in which human cognitive dominance across broad task domains ends for the first time in history. The text examines consequences across military, medical, educational, and organizational domains.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-16
DOI
https://doi.org/10.5281/zenodo.19320900
Primary Topic
Educational Leadership and Innovation
Type
article
Field-Weighted Citation Impact
0.00
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article

Epoch Shift: Why There Is No "Post-Digital" After Phase

Miriam Schnuerer
Zenodo (CERN European Organization for Nuclear Research)
Educational Leadership and Innovation
article

Epoch Shift: Why There Is No "Post-Digital" After Phase

Miriam Schnuerer
article en

Abstract

The article introduces a phase model of digital penetration — Digitization, Digitalization, Digital Transformation — and argues that Agentic AI operates primarily within Phases 1 and 2, not as the driver of deeper societal reordering. After Phase 3, the model ends: what follows is not a Phase 4 but an epoch shift — a categorical break in which human cognitive dominance across broad task domains ends for the first time in history. The text examines consequences across military, medical, educational, and organizational domains.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 1%
Educational Leadership and Innovation
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