The IAT Meta-Framework for Hyperinflationary Financial Resilience Design and Architecture of the "IAT" (Integration of Agency & Technology) Model Author

This technical report introduces the extended IAT (Integration of Agency & Technology) Meta-Framework, designed to transition pre-service teachers from passive economic consumers to proactive value creators within the "Agentic Resilience Zone." By identifying three core financial paradoxes in hyperinflationary economies—Attrition, Professional Disorientation, and Autoimmunity—this AI-driven model utilizes a micro-prompting layered architecture. It functions as a cognitive filter to eliminate macroeconomic noise and fear, allowing educators to leverage GenAI for skill mapping, lean canvas modeling, and dynamic pricing, thereby reclaiming their socioeconomic agency.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-13
DOI
https://doi.org/10.5281/zenodo.20683192
Primary Topic
Innovation, Sustainability, Human-Machine Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

The IAT Meta-Framework for Hyperinflationary Financial Resilience Design and Architecture of the "IAT" (Integration of Agency & Technology) Model Author

Hossein Talebzadeh
Zenodo (CERN European Organization for Nuclear Research)
Innovation, Sustainability, Human-Machine Systems
article

The IAT Meta-Framework for Hyperinflationary Financial Resilience Design and Architecture of the "IAT" (Integration of Agency & Technology) Model Author

Hossein Talebzadeh
article en

Abstract

This technical report introduces the extended IAT (Integration of Agency & Technology) Meta-Framework, designed to transition pre-service teachers from passive economic consumers to proactive value creators within the "Agentic Resilience Zone." By identifying three core financial paradoxes in hyperinflationary economies—Attrition, Professional Disorientation, and Autoimmunity—this AI-driven model utilizes a micro-prompting layered architecture. It functions as a cognitive filter to eliminate macroeconomic noise and fear, allowing educators to leverage GenAI for skill mapping, lean canvas modeling, and dynamic pricing, thereby reclaiming their socioeconomic agency.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 2%
Innovation, Sustainability, Human-Machine Systems
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