We recently had the honor of co-organizing a workshop at the AAAI Human Computation and Crowdsourcing Conference (HCOMP) in Pittsburgh. This workshop focused on designing AI tools for the future of work and brought together diverse perspectives and innovative ideas.
Keynote Speaker: Sara Kingsley
Caption: Sara Kingsley giving her keynote at our workshop where she explained about her research on designing human centered AI for the future of work. She is especially focused on using red-teaming techniques to conduct online audits around AI in the work place, identify biases around current AI tools, and then designing AI driven interventions to address the challenges.
One of the highlights of our workshop was having Sara Kingsley as our keynote speaker. Sara is a researcher at Carnegie Mellon University and has extensive experience working at Meta and within the US Federal government, specifically in the Secretary of Labor.
In her engaging talk, Sara shared her work using red teaming—a process where experts challenge and test systems to find vulnerabilities or weaknesses—to identify problematic job ads and content related to job advertising. She explained how she applies red teaming to ensure that job ads do not propagate harmful biases or misleading information. This approach allows her to design human-centered AI tools that can create better, more equitable AI-driven futures for workers.
This type of research is critical as it helps to identify and mitigate potential biases and harms in AI systems before they impact real users. We were especially proud to note that Sara recently won the best paper award at HCOMP’24 on this very topic. Congratulations to Sara on this well-deserved recognition! We are proud to have had her as a keynote speaker in our workshop.
Co-Design Activity with Community Partners
Caption: Our research collaborator Jesse Nava in his workforce development programs for former/current prisoners.
Another unique aspect of our workshop was the co-design activity we held with workshop participants and current and former prisoners from California’s Department of Corrections and Rehabilitation. Our community partner, Jesse Nava, joined us via call, making this session truly impactful.
During this co-design activity, participants proposed ideas for generative AI tools that could support the reintegration of former prisoners into the workforce. Jesse provided invaluable feedback on these proposals, sharing his perspective on potential harms, biases, and areas where these tools could be improved to better serve the formally incarcerated population.
This was a unique experience as it allowed us to receive direct feedback from real-world stakeholders who would be directly affected by these AI tools. The opportunity to co-design with such engaged partners highlighted the importance of including diverse voices and lived experiences in the development process.
Closing Thoughts
We concluded the workshop with a sense of excitement and renewed commitment to continue designing the future of generative AI tools together. This collaborative approach is key to creating technologies that are inclusive, fair, and genuinely supportive of the communities they aim to serve.
Thank you to everyone who participated and contributed to making this workshop a success. We look forward to future opportunities to innovate, collaborate, and create impactful AI solutions.
