Ken Holstein

Community and organizational policies are typically designed in a top-down, centralized fashion, with limited input from impacted stakeholders. This can r Community and organizational policies are typically designed in a top-down, centralized fashion, with limited input from impacted stakeholders. This can result in policies that are misaligned with com ...

AI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annotators outside AI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annotators outside a given community, which can yield misleading ...

Across a range of real-world contexts, we are studying how AI is currently being designed and used to augment or transform worker practices. Moving beyond Across a range of real-world contexts, we are studying how AI is currently being designed and used to augment or transform worker practices. Moving beyond existing system designs, we are exploring how ...

Artificial intelligence (AI) systems are increasingly used to assist humans in making high-stakes decisions, such as online information curation, resume s Artificial intelligence (AI) systems are increasingly used to assist humans in making high-stakes decisions, such as online information curation, resume screening, mortgage lending, police surveillanc ...