My specialty / AI & the workforce
Helping people thrive
as work changes.
My specialty is applying industrial and organizational (I/O) psychology to AI-driven workplaces. I focus on how people respond to new technology, how organizations prepare their workforce, and how leaders guide change with clarity and purpose.
Workforce readiness and AI adoption
I’m focused on the human conditions that support adoption: understanding employee concerns, building confidence and relevant skills, and creating opportunities for people to learn and contribute as new tools become part of their work.
Change management and leadership
My approach centers on clear communication, employee participation, and leaders who listen. I care about how organizations explain why a change is happening, prepare managers to support their teams, and use feedback to improve implementation.
Work design and human judgment
I also focus on how AI changes roles, responsibilities, and collaboration. My priorities include meaningful work, employee well-being, clear accountability, and thoughtful decisions about where human judgment remains essential.
This is why data centers belong in my broader work on AI. I care about both the infrastructure supporting these technologies and the people whose working lives and communities are changing alongside them. Through this initiative, I bring that perspective to conversations about innovation, public trust, and responsible growth.
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