Franco Maciariello
New Generations Sensors, Italy
Publications
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Research Article
Human-AI Collaboration Models: The New Industrial Revolution
Author(s): Franco Maciariello*, Fabrizio Benelli and Claudio Salvadori
Industrial organisations are entering a decisive phase of digital transformation where the traditional boundaries between human decision-making and artificial intelligence are being progressively reconfigured. For several decades, automation has been considered a driver of efficiency, cost reduction and process stability, resulting in production models heavily centred on machine- based optimisation and standardisation. Yet, the emergence of explainable, cooperative and context-aware artificial intelligence promotes a radical shift from mere automation to new forms of collaboration in which human expertise becomes enhanced rather than displaced. The field now requires models capable of reconciling the strengths of human intuition, ethical judgement, contextual sensitivity and creativity with the powerful analytical capabilities of contemporary AI systems. This article examines three ar.. Read More»

