The Guru Problem: Productive Void Architecture and Its Collapse in Education and EdTech

Anthony W. Eckert

doi:10.5281/zenodo.18738851

February 23, 2026Open Access

The Guru Problem: Productive Void Architecture and Its Collapse in Education and EdTech

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Key Points

This research aims to differentiate between productive and exploitative voids in educational settings.
Applied the Void Framework to analyze various education and EdTech platforms.
Distinguished productive voids, such as the Socratic method, from exploitative voids, like guru-model courses.
Developed a void scoring system for educational architectures.
Identified key characteristics that define productive and exploitative voids.
Demonstrated implications for AI regulation in educational contexts, particularly in high-risk classifications.

Implication

Analyzes the impact of productive voids in education and EdTech, indicating their relevance to AI classification.

Abstract

Applies the Void Framework to education and EdTech platforms. Distinguishes productive voids (Socratic method, scaffolded ignorance) from exploitative voids (guru-model courses, engagement-optimized LMS). Provides void scoring for educational architectures. Relevant to EU AI Act Annex III high-risk AI classification for education and vocational training systems.

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Cite This Study

Anthony W. Eckert (2026) studied this question.

synapsesocial.com/papers/699e921bf5123be5ed05018e https://doi.org/10.5281/zenodo.18738851

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The Guru Problem: Productive Void Architecture and Its Collapse in Education and EdTech

Key Points

Implication

Abstract

Discussion

Cite This Study

The Guru Problem: Productive Void Architecture and Its Collapse in Education and EdTech

Key Points

Implication

Abstract

Discussion

Cite This Study

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