Professional Accountability

From the Knowledge Gap to the Doing Gap: Artificial Intelligence, Human Agency, and the Future Purpose of Education – RESEARCH & PODCAST SERIES 2026

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Why the AI era requires a shift from information delivery to question quality, judgment, ethical application, and disciplined execution. Prepared for Di Tran University Author: Di Tran University Research Initiative Date: August 18, 2026 Suggested citation: Di Tran University Research Initiative. (2026). From the knowledge gap to the doing gap: Artificial intelligence, human agency, and … Read more

Transforming Regulatory Encounters into Human Development: How Louisville Beauty Academy Is Building a Compliance-by-Design Educational Model That Uses Real Regulatory Experiences as Live Classrooms

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A Multidisciplinary Research Report by Di Tran University – The College of Humanization The Psychobiological Architecture of Authority, Stress, and Compliance Neuroendocrine Cascade of the Social-Evaluative Threat The unannounced arrival of a regulatory enforcement officer within a licensed professional training environment triggers a highly predictable, phylogenetically ancient psychobiological stress response1. In human psychology, the perception … Read more

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