https://www.thecoalalab.com/home daily 1.0 2026-03-30 https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/68f9b2f8-1475-4a10-8b04-c24e10f0a454/PAX+poster.png https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/b55d6199-34eb-4a66-a41f-14aacb7c75bd/Augmenting+Intelligence+poster.png https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/1597114573514-L6UY7KNA562U3FDEGBO6/noun_brainstorming_2056584%2B%25281%2529.jpg home https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/1597025520030-JR6O21WQQ3K5FKP5254R/Large+JPG-20140228_Trade+151_0046.jpg home https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/1597025488438-FWHQ86Q0XEVY1M9DBSGB/8b21c958-71ca-4a7a-b122-ff4e125425d7_rw_1200.png home https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/c4e0cdfd-2367-4cba-a509-34faefa8ca78/20220405_100046coala.jpg home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/bdda3f25-3cf8-4924-b22f-7c6acffd10ce/Headshot_Paris+copy.png home Ken Holstein Lab Director https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/2563e1f4-f2ee-4fa5-a65b-62d27bb7455d/20231018-DSCF2685.jpg home - Make it stand out Anna Kawakami PhD Researcher (HCI + Human-AI Interaction + Policy) co-advisor: Haiyi Zhu https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/1631482759876-F1STGQZXZB4A156OLYLE/frederic_gmeiner.jpeg home - Make it stand out Frederic Gmeiner PhD Researcher (HCI + Design + Human-AI Interaction) co-advisor: Nik Martelaro https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/e57bce66-2beb-4432-a0c7-94a88c71e4a1/IMG_2766Luke.jpg home Luke Guerdan PhD Researcher (ML + HCI + Human-AI Interaction) co-advisor: Steven Wu https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/f1dd6f05-f80d-48e9-8197-357a68279481/IMG_2734Tzu-Sheng.jpg home - Make it stand out Tzu-Sheng Kuo PhD Researcher (HCI + Human-AI Interaction + Social Computing) co-advisor: Haiyi Zhu https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/dc10d3de-0acc-4d0a-b456-a2435cf63d4f/IMG_2695Alicia.jpg home Alicia DeVrio PhD Researcher (HCI + Critical Algorithm Studies) https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/3d6b6a95-72ff-4e36-89c0-95cc9214d023/1691171917254.jpg home - Make it stand out Julia Chadwick Administrative Coordinator https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/616d75d6-1e18-4946-8ecb-3622feba0f8e/Screenshot+2026-01-26+at+8.21.07+PM.png home - Make it stand out Botender: Supporting communities in collaboratively designing AI agents through case-based provocations [CHI’26] Kuo, T. S., Liu. S., Chen, Q. Z., Seering, J., Zhang, A. X., Zhu, H.**, Holstein, K.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/b55068a5-1550-4bc3-8aac-a68744f6bf11/Screenshot+2025-04-28+at+5.08.00+PM.png home - Make it stand out Policy maps: Tools for guiding the unbounded space of LLM behaviors [UIST’25] Lam, M. S., Hohman, F., Moritz, D., Bigham, J. P., Holstein, K.**, Kery, M. B.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/6b59b825-2e26-45a7-83d0-e35ccccdf049/Screenshot+2024-10-05+at+12.47.52+PM.png home - Make it stand out Ground(less) truth: A causal framework for proxy labels in human-algorithm decision-making [FAccT’23] Guerdan, L., Coston., A., Wu, Z. S., & Holstein, K. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/55e25f80-91fb-4292-ab1f-aa275ef3d6c3/Screenshot+2024-10-05+at+11.24.08+AM.png home - Make it stand out PolicyCraft: Supporting collaborative and participatory policy design through case-grounded deliberation [CHI ‘25] Kuo, T. S., Chen, Q. Z., Zhang, A. X., Hsieh, J., Zhu, H.**, & Holstein, K.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/f9488732-b91c-4304-9ace-ddab83992066/Screenshot+2025-04-28+at+4.57.13+PM.png home - Make it stand out WeAudit: Scaffolding user auditors and AI practitioners in auditing generative AI [CSCW’25] Best Paper Award Deng, W. H., Claire, W., Han, H. Z., Hong, J. I., Holstein, K.**, Eslami, M.** (also see our earlier formative research: CHI’23) https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/57f5f198-d67d-4684-9904-e845169d87d9/Screenshot+2024-10-05+at+11.37.43+AM.png home - Make it stand out Understanding frontline workers’ and unhoused individuals’ perspectives on AI used in homeless services [CHI’23] Best Paper Award Kuo, T.*, Shen, H.*, Geum, J. S., Jones, N., Hong, J. I., Zhu, H.**, Holstein, K.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/352865ba-b64b-4bc6-ac9d-5a6c3e3f7277/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out Exploring the potential of metacognitive support agents for human-AI co-creation [DIS’25] Gmeiner, F, Luo, K, Wang, Y, Holstein, K, Martelaro, N (also check out our follow-up paper: CHI’26) https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/9e2fd9bb-b306-4122-928a-70eddd3167ff/Screenshot+2024-10-05+at+1.02.12+PM.png home - Make it stand out Human-AI partnerships in child welfare: Understanding worker practices, challenges, and desires for algorithmic decision support [CHI’22] Best Paper Honorable Mention Award Kawakami, A., Sivaraman, V., Cheng, H., Stapleton, L., Cheng, Y., Qing, D., Perer, A., Wu, Z. S., Zhu, H., & Holstein, K. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/9a21eedf-28e2-4e7b-abe0-2beb54fa5f89/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out Improving human-machine augmentation via metaknowledge of unobservables [SSRN’26] De-Arteaga, M.** & Holstein, K.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/e4cfea48-591f-4de0-96a4-3460d9a86307/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out Making the right thing: Bridging HCI and responsible AI in early-stage AI concept selection [DIS’25] Best Paper Honorable Mention Award Jung, J. Y.*, Saxena, D.*, Park, M., Kim, J., Forlizzi, J., Holstein, K., Zimmerman, J. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/aada52f3-70c6-4d6d-a7b0-701d557e462f/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out AI failure loops in devalued work: The confluence of overconfidence in AI & underconfidence in worker expertise [BD&S’26] Kawakami, A., Taylor, J., Fox, S., Zhu, H., & Holstein, K. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/797b50e5-3512-477a-853f-c70091e82d35/Screenshot+2024-10-05+at+11.06.09+AM.png home - Make it stand out Wikibench: Community-driven data curation for AI evaluation on Wikipedia [CHI’24] Kuo, T., Halfaker, A. L., Cheng, Z., Kim, J., Wu, M., Wu, T., Holstein, K.**, & Zhu, H.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/ec30fc7b-4527-4d0f-a056-b0a3083a1abb/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out A validity perspective on evaluating the justified use of data-driven decision-making algorithms [SaTML’23] Best Paper Award Coston, A., Kawakami, A., Zhu, H., Holstein, K., & Heidari, H. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/d335819d-9413-4848-91b5-fe45fb4b9ffd/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out Measurement as bricolage: Examining how data scientists construct target variables for predictive modeling tasks [CSCW’25] Guerdan, L.*, Saxena, D.*, Chancellor, S.**, Wu, S. Z.**, Holstein, K.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/ee823126-3acb-4a34-a9ce-a132a648913c/Screenshot+2026-01-26+at+7.54.11+PM.png home - Make it stand out Pair-Up: Human-AI co-orchestration of dynamic transitions between individual and collaborative learning in the classroom [CHI’23] Yang, K., Echeverria, V., Lu, Z., Mao, H., Holstein, K., Rummel, N., Aleven, V. https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/b98028ba-9271-4fe5-810a-0d016f04933f/Screenshot+2024-10-13+at+12.53.26+PM.png home - Make it stand out The Situate AI Guidebook: Co-designing a toolkit to support multi-stakeholder, early-stage deliberations around public sector AI proposals [CHI’24] Kawakami, A., Coston, A., Zhu, H.**, Heidari, H.**, & Holstein, K.** https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/b97576ec-c04e-4b51-abf3-8894b3e5a693/IMG_2664coala.jpg home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.thecoalalab.com/kenholstein daily 0.75 2026-01-29 https://images.squarespace-cdn.com/content/v1/5f26f68b958d912b86bf0c18/0ac4a73b-0333-41f9-ae16-9c016e897c77/KenHolstein_014+copy.jpg Ken Holstein