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Amir H. Behzadan,
Ph.D. |
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Professor, Department of Civil,
Environmental, and Architectural Engineering Fellow, Institute of Behavioral
Science, Natural Hazards Center University
of Colorado Boulder (USA) |
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Sociotechnical dimensions of human-centered,
trustworthy AI in built-natural environment systems |
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Artificial
intelligence (AI) is increasingly integrated into many aspects of human life.
The interface between built infrastructure and natural ecosystems represents
a high-stakes environment where systemic risks are magnified by unpredictable
interactions. Because physical, environmental, and human variables are so
deeply intertwined, any AI integration in this space must be treated as a
sociotechnical challenge. Success requires a framework that accounts for how
technical performance, environmental health, and social equity influence one
another. In this talk, we argue that AI should be viewed not just as a set of
algorithms, but as a sociotechnical system where technical performance is
balanced against social equity and community impact. Drawing on the
Sociotechnical Systems Theory, we examine how AI implementations require a
departure from "black-box" interventions toward human-centered
design as a primary methodology. We further explore the pillars of
Trustworthy AI. By challenging the notion that trust is a mere technical
requirement, we formulate trust as a living social contract that fluctuates
in both spatial and temporal dimensions. Therefore, shifting the focus from
purely technological metrics to sociotechnical accountability is essential
for ensuring long-term public acceptance and sustained societal impact. The
talk concludes by providing a participatory action framework for researchers
and practitioners to move toward responsible AI stewardship and governance.
By embedding ethical audits and participatory design principles throughout
the AI lifecycle, designers, developers, and deployers can ensure technology
serves as a bridge, rather than a barrier, to a future with equitable
outcomes across our built and natural environments. |
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