Author

M. Guttmann

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Sep 2026

The skills reset: redesigning learning before AI redesigns roles

This paper introduces the Skills Reset as a practitioner-oriented conceptual model for helping organisations redesign learning before Artificial Intelligence (AI) redesigns roles. It argues that AI transformation is not only a technology or reskilling challenge but a workplace management challenge requiring anticip...

M. Guttmann · Strategic HR Review · 0 citations

#explainable ai Review Sep 2026

From principlism to practice: a five-principle safeguard framework for workplace AI

The article develops a Five-Principle Workplace AI Safeguard Matrix that links each principle to design evidence, organisational evidence and worker-facing evidence, and proposes Occupational AI Safeguard Rounds as a recurring interdisciplinary review practice connecting ethics, engineering, participation and redress.

M. Guttmann · AI and Ethics · 0 citations