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The people behind SMART M3S: Dr Shenhao Wang, Associate Principal Investigator

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Dr Shenhao Wang began exploring the intersection of computer and urban science during his PhD studies at Massachusetts Institute of Technology (MIT). Currently, he serves as an Assistant Professor at the University of Florida and the Director of the Urban Artificial Intelligence (AI) Laboratory. Additionally, he is an Associate Principal Investigator at the Mens, Manus and Machina (M3S) Interdisciplinary Research Group (IRG) at SMART, where his research focuses on human capital and economic development within the transformative landscape of AI. 


Launched in 2023, M3S aims to promote the use of AI and machines for practical applications through an intersectional approach to the ongoing transformation of how we work and live, exploring the intricate interplay between human capabilities, emerging technologies, and societal structures to design inclusive, resilient, and innovative solutions that empower individuals, institutions, and cities in Singapore and beyond.


Dr Wang’s work at M3S seeks to address critical questions on how AI-powered systems can optimise human capital and foster economic growth, shaping pathways for a more adaptive and equitable society. By integrating human and machine intelligence, Dr Wang aims to create innovative solutions that meet the challenges of the modern workforce and foster a more inclusive future. His dedication to advancing research and ensuring its societal impact positions him as a key contributor to the transformative goals of M3S.

What do you do at SMART M3S?

As an Associate Principal Investigator, I lead tasks focusing on human capital and economic development using multimodal generative AI. Our goal is to enhance the interplay between technological advancements and workforce capabilities. We explore strategies to empower individuals and cities to thrive in a rapidly changing technological landscape. 


How did you first become interested in your field of work, and what motivated you to pursue it as a career then?

My interest in computer and urban science crystallised during my PhD studies at MIT. I was deeply motivated by the opportunity to advance methodological innovations while demonstrating the tangible societal impacts of technology. This dual motivation continues to inspire me, enabling me to contribute both to academic advancements and real-world applications.


What is the biggest motivation that keeps you going at work now, especially during challenging times?

The twofold nature of my motivation—pushing the boundaries of theoretical innovation and seeing the social impacts of my work—keeps me energised even during difficult times. While research challenges are inevitable, knowing that our efforts can make a meaningful difference in people's lives helps me stay focused and committed.


How does your work benefit society and research communities?

Our work at M3S aims to bridge the gap between technology and human development. We are designing AI-driven recommendation systems to optimise career trajectories, ensuring that individuals are matched with opportunities that align with their skills and aspirations. We are also developing diffusion models to envision urban futures, enabling policymakers and planners to explore diverse scenarios and craft strategies that promote sustainable and equitable urban development. In my broader research, I develop novel AI methods to study spatiotemporal dynamics, human decision-making, and the use of generative AI for automating urban design and planning processes.


Could you share any highlights or important projects/milestones that you have worked on or achieved at SMART M3S?

The first year of M3S has been incredibly promising. Our team has made significant progress in data collection, processing, and setting up benchmark performance for several mainstream models. This foundational work sets the stage for impactful scientific contributions and practical applications in the years to come. 


Balancing work and personal life can be challenging. What are your current hobbies or activities to relax and recharge?

To maintain a balance between work and life, I enjoy playing soccer games, exercising, reading books, and occasionally indulging in video games. These activities help me unwind and recharge, keeping me mentally and physically prepared for the challenges ahead.

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