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ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
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The DigiShield Human–AI Synergy Framework: A Practice Framework for Transparent, Structured, and Educationally Purposeful AI Use in Schools

Authors: Langley, Andrew;

The DigiShield Human–AI Synergy Framework: A Practice Framework for Transparent, Structured, and Educationally Purposeful AI Use in Schools

Abstract

This practice framework addresses the gap between AI literacy and classroom implementation. Built on the Force Multiplier Principle, that AI amplifies existing human skill rather than replacing it, the framework provides a replicable model for transparent, accountable AI use across all key stages and further education. At its core is the Role Assignment Model: a sixty-second procedural habit requiring users to define what AI will do, what it will not do, and how outputs will be verified before work begins. The framework integrates with KCSIE 2025 and the Online Safety Act 2023, and includes a significant secondary finding: that responsible AI use under this structure teaches higher-order procedural competencies, task decomposition, delegation logic, verification, that education has historically struggled to develop by any other means.

Keywords

role assignment, AI literacy, human-AI collaboration, safeguarding, AI in education, pedagogical framework

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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