[{"data":1,"prerenderedAt":1605},["ShallowReactive",2],{"page-config-/news/selected-readings-on-indigenous-data-governance-2026-update":3,"news-post-selected-readings-on-indigenous-data-governance-2026-update":38,"all-faculty-news-detail":60},{"id":4,"title":5,"body":6,"description":10,"extension":13,"hero":14,"meta":32,"navigation":15,"path":33,"sections":34,"seo":35,"stem":36,"__hash__":37},"pages/pages/news.md","News",{"type":7,"value":8,"toc":9},"minimark",[],{"title":10,"searchDepth":11,"depth":11,"links":12},"",2,[],"md",{"showHero":15,"title":16,"badge":17,"description":18,"image":19,"imageCredit":20,"backgroundImage":21,"links":22},true,"Recent News & Updates","Latest Posts","Stay updated with the latest news, events, interviews, and videos from our community.","/images/news.webp","Sebastian Pfütze","/images/news-hero-bg.png",[23,28],{"label":24,"to":25,"target":26,"type":27},"Subscribe","https://mailchi.mp/4337f0e3e319/9262kjy9ck","_blank","primary",{"label":29,"to":30,"type":31},"Contact Us","/contact","secondary",{},"/pages/news",null,{"description":10},"pages/news","ATWPyIzBfpLDxYvll1Bbm4TfPyhAWlstJxCQJDVTKxs",{"id":39,"title":40,"author":41,"authorAvatar":34,"authors":42,"body":34,"category":43,"date":44,"description":45,"duration":34,"endTime":34,"extendedContent":34,"extension":46,"featured":47,"heading":40,"image":48,"location":34,"locationType":34,"mainContent":49,"meta":50,"navigation":15,"path":51,"registrationLink":34,"seo":52,"slug":53,"startTime":34,"stem":54,"tags":55,"videoUrl":34,"__hash__":59},"blogposts/blogposts/selected-readings-on-indigenous-data-governance-2026-update.json","Selected Readings on Indigenous Data Governance: 2026 Update","Andrew Zahuranec",[],"research","2026-02-17T12:00:00","As part of an ongoing effort to contribute to current topics in data, technology, and governance, The GovLab’s Selected Readings series provides an annotated and curated collection of recommended readings on themes such as open data, data collaboration, and civic technology.","json",false,"https://cms.thegovlab.com/assets/18588e4d-ad87-468a-b926-879c47e91a47","\u003Ch2 class=\"graf graf--p\">Selected Readings on Indigenous Data Governance: 2026 Update\u003C/h2>\n\u003Cp class=\"graf graf--p\">\u003Cem class=\"markup--em markup--p-em\">As part of an ongoing effort to contribute to current topics in data, technology, and governance, The GovLab’s Selected Readings series provides an annotated and curated collection of recommended readings on themes such as open data, data collaboration, and civic technology.\u003C/em>\u003C/p>\n\u003Cp class=\"graf graf--p\">\u003Cem class=\"markup--em markup--p-em\">In this edition, we curate writings from the last two years on Indigenous data sovereignty and Indigenous data governance. It complements a \u003C/em>\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://thelivinglib.org/selected-readings-on-indigenous-data-sovereignty/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/selected-readings-on-indigenous-data-sovereignty/\">\u003Cem class=\"markup--em markup--p-em\">previous iteration\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> on these topics.\u003C/em>\u003C/p>\n\u003Cp class=\"graf graf--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\">Key takeaways:\u003C/em>\u003C/strong>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Data sovereignty as self-determination:\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--li-em\"> Indigenous communities seek authority over how data about them is collected, used, and shared.\u003C/em>\u003C/li>\n\u003Cli class=\"graf graf--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Broader definitions of data:\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--li-em\"> Data includes culture, language, land, and relationships — not just statistics.\u003C/em>\u003C/li>\n\u003Cli class=\"graf graf--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Relational governance:\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--li-em\"> Trust, co-creation, and long-term partnerships are essential, not one-off consent.\u003C/em>\u003C/li>\n\u003Cli class=\"graf graf--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">CARE and Indigenous frameworks matter:\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--li-em\"> Governance models centered on collective benefit, control, and ethics are reshaping practice.\u003C/em>\u003C/li>\n\u003Cli class=\"graf graf--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">AI is a double-edged sword:\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--li-em\"> It creates risks of extraction and bias but also opportunities, especially for language and cultural preservation.\u003C/em>\u003C/li>\n\u003Cli class=\"graf graf--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Implementation gaps remain:\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--li-em\"> Legal recognition, capacity, standards, and institutional models are still under development in many contexts.\u003C/em>\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Cem class=\"markup--em markup--p-em\">To suggest additional readings on this or any other topic, please email info@thelivinglib.org. All our Selected Readings can be found \u003C/em>\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://staging.thelivinglib.org/selected-readings/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://staging.thelivinglib.org/selected-readings/\">\u003Cem class=\"markup--em markup--p-em\">here\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">. All readings listed in alphabetical order.\u003C/em>\u003C/p>\n\u003Cp class=\"graf graf--p\">\u003Cem class=\"markup--em markup--p-em\">***\u003C/em>\u003C/p>\n\u003Cp class=\"graf graf--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\">Selected Reading List (in alphabetical order)\u003C/em>\u003C/strong>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">Australian Government. 2024.\u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://www.niaa.gov.au/news-and-media/framework-governance-indigenous-data\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.niaa.gov.au/news-and-media/framework-governance-indigenous-data\"> “Framework for Governance of Indigenous Data (GID) | NIAA.” \u003C/a>National Indigenous Australian Agency, May 30.\u003C/li>\n\u003Cli class=\"graf graf--li\">Caballar, Rina Diane, and Sophie Bushwick. 2023. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://www.scientificamerican.com/article/how-indigenous-groups-are-leading-the-way-on-data-privacy/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.scientificamerican.com/article/how-indigenous-groups-are-leading-the-way-on-data-privacy/\">“How Indigenous Groups Are Leading the Way on Data Privacy.” \u003C/a>Scientific American, June 7.\u003C/li>\n\u003Cli class=\"graf graf--li\">Calac, Alec J., and Timothy K. Mackey. 2025.\u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://doi.org/10.1038/s41746-025-01902-w\" target=\"_blank\" rel=\"noopener\" data-href=\"https://doi.org/10.1038/s41746-025-01902-w\"> “A Systematic Review of Responsible Stewardship of Research and Health Data from Indigenous Communities.” \u003C/a>Npj Digital Medicine 8 (1): 504.\u003C/li>\n\u003Cli class=\"graf graf--li\">Cunningham-Reimann, Stephanie, Aarti Doshi, Sterling Stutz, Gabriel B. Tjong, and Angela Mashford-Pringle. 2025. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://www.tandfonline.com/doi/full/10.1080/17441692.2025.2450395\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.tandfonline.com/doi/full/10.1080/17441692.2025.2450395\">“Flipping Data on Its Head: Differing Conceptualisations of Data and the Implications for Actioning Indigenous Data Sovereignty Principles.” \u003C/a>Global Public Health 20 (1): 2450395.\u003C/li>\n\u003Cli class=\"graf graf--li\">Danton, Cheryl M., and Christopher Graziul. 2026. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://katinamagazine.org/content/article/open-knowledge/2026/confronting-the-challenges-of-sensitive-open-data\" target=\"_blank\" rel=\"noopener\" data-href=\"https://katinamagazine.org/content/article/open-knowledge/2026/confronting-the-challenges-of-sensitive-open-data\">Confronting the Challenges of Sensitive Open Data\u003C/a>. January 6.\u003C/li>\n\u003Cli class=\"graf graf--li\">Department of Health and Disability and Ageing (Australia). 2026.\u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://thelivinglib.org/governance-of-indigenous-data-implementation-plan/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/governance-of-indigenous-data-implementation-plan/\"> Governance of Indigenous Data: Implementation Plan. \u003C/a>January 23. Australia.\u003C/li>\n\u003Cli class=\"graf graf--li\">Drake, Allison K., Paulatuk Hunters and Trappers Committee, Tony Green, et al. 2025. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2025.1521494/full\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2025.1521494/full\">“Advancing Indigenous Data Governance through a Shared Understanding in Paulatuk, Inuvialuit Settlement Region.”\u003C/a> Frontiers in Environmental Science 13 (March).\u003C/li>\n\u003Cli class=\"graf graf--li\">Hurst, Samantha, Kelle Dhein, Joseph Yracheta, and Timothy Mackey. 2026. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://doi.org/10.1016/j.ssmqr.2025.100698\" target=\"_blank\" rel=\"noopener\" data-href=\"https://doi.org/10.1016/j.ssmqr.2025.100698\">“Sovereignty in the Digital Age Indigenous Perspectives on Health Data and Emerging Technologies.” \u003C/a>SSM — Qualitative Research in Health 9 (June): 100698.\u003C/li>\n\u003Cli class=\"graf graf--li\">Jennings, Lydia, Katherine Jones, Riley Taitingfong, et al. 2025.\u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://thelivinglib.org/governance-of-indigenous-data-in-open-earth-systems-science/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/governance-of-indigenous-data-in-open-earth-systems-science/\"> “Governance of Indigenous Data in Open Earth Systems Science.” \u003C/a>Nature Communications 16 (1): 572.\u003C/li>\n\u003Cli class=\"graf graf--li\">Khani, Mohammad Milad. 2025. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"http://iapp.org\" target=\"_blank\" rel=\"noopener\" data-href=\"http://iapp.org\">“Data Repurposing, Algorithmic Bias and Indigenous Privacy in the Age of AI | IAPP.”\u003C/a> IAPP.Org, IAPP, November 5.\u003C/li>\n\u003Cli class=\"graf graf--li\">Ray, Shawn, and Ram L. Ray. 2026. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://link.springer.com/article/10.1007/s43681-025-00970-8\" target=\"_blank\" rel=\"noopener\" data-href=\"https://link.springer.com/article/10.1007/s43681-025-00970-8\">“Incorporating Indigenous Knowledge Systems into AI Governance: Enhancing Ethical Frameworks with Maori and Navajo Perspectives.”\u003C/a> AI and Ethics 6 (1): 114.\u003C/li>\n\u003Cli class=\"graf graf--li\">Suchikova, Yana, and Serhii Nazarovets. 2025. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://thelivinglib.org/extending-the-care-principles-managing-data-for-vulnerable-communities-in-wartime-and-humanitarian-crises/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/extending-the-care-principles-managing-data-for-vulnerable-communities-in-wartime-and-humanitarian-crises/\">“Extending the CARE Principles: Managing Data for Vulnerable Communities in Wartime and Humanitarian Crises.” \u003C/a>Scientific Data 12 (1): 420.\u003C/li>\n\u003Cli class=\"graf graf--li\">Tanner, Brooke, and Cameron Kerry. 2025. \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://thelivinglib.org/can-small-language-models-revitalize-indigenous-languages/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/can-small-language-models-revitalize-indigenous-languages/\">“Can Small Language Models Revitalize Indigenous Languages?” \u003C/a>Brookings, March 19.\u003C/li>\n\u003Cli class=\"graf graf--li\">Te Kāhui Raraunga (2025). \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://www.kahuiraraunga.io/maoriaigovernance\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.kahuiraraunga.io/maoriaigovernance\">Māori Artificial Intelligence Governance Framework. Contextualised advice for AI use, extending the Māori data governance model\u003C/a>; Kukutai, T., Campbell-Kamariera, K., Mead, A., Mikaere, K., Moses, C., Whitehead, J. & Cormack, D. (2023). Māori data governance model. Te Kāhui Raraunga.\u003C/li>\n\u003Cli class=\"graf graf--li graf--startsWithDoubleQuote\">\u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://onedrive.live.com/:w:/g/personal/080ce91756940671/IQAinimkx27OQZsbj7oIaz-5AeePNo2J6JyL9D5VHlgnv7g?rtime=yS97bsJk3kg&redeem=aHR0cHM6Ly8xZHJ2Lm1zL3cvYy8wODBjZTkxNzU2OTQwNjcxL0lRQWluaW1reDI3T1Fac2JqN29JYXotNUFlZVBObzJKNkp5TDlENVZIbGdudjdnP2U9Tjljd0Fy\" target=\"_blank\" rel=\"noopener\" data-href=\"https://onedrive.live.com/:w:/g/personal/080ce91756940671/IQAinimkx27OQZsbj7oIaz-5AeePNo2J6JyL9D5VHlgnv7g?rtime=yS97bsJk3kg&redeem=aHR0cHM6Ly8xZHJ2Lm1zL3cvYy8wODBjZTkxNzU2OTQwNjcxL0lRQWluaW1reDI3T1Fac2JqN29JYXotNUFlZVBObzJKNkp5TDlENVZIbGdudjdnP2U9Tjljd0Fy\">“Consultation on Indigenous Data Governance Workshop, on Development Dimensions of Indigenous Traditional Knowledge, Cultural Heritage, and Biodiversity Data.”\u003C/a> 2025. UN Data Governance Working Group, October 21.\u003C/li>\n\u003Cli class=\"graf graf--li graf--startsWithDoubleQuote\">\u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://unesdoc.unesco.org/ark:/48223/pf0000396938\" target=\"_blank\" rel=\"noopener\" data-href=\"https://unesdoc.unesco.org/ark:/48223/pf0000396938\">“How Indigenous Knowledge Drives Scientific Discovery.”\u003C/a> 2026. The UNESCO Courier, January.\u003C/li>\n\u003Cli class=\"graf graf--li graf--empty\"> \u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\">Annotated Selected Reading List (in alphabetical order):\u003C/em>\u003C/strong>\u003C/p>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.niaa.gov.au/news-and-media/framework-governance-indigenous-data\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.niaa.gov.au/news-and-media/framework-governance-indigenous-data\">\u003Cstrong class=\"markup--strong markup--p-strong\">Australian Government. 2024. “Framework for Governance of Indigenous Data (GID) | NIAA.” National Indigenous Australian Agency, May 30.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This is a framework for working with Indigenous data that seeks to place Aboriginal and Torres Strait Islander people at its core and was co-designed with Aboriginal and Torres Strait Islander partners.\u003C/li>\n\u003Cli class=\"graf graf--li\">It outlines a seven-year implementation plan for supporting increased agency of First Nations Australians line line with four principles: partner with Aboriginal and Torres Strait Islander people; build data-related capabilities; provide knowledge of data assets; build an inclusive data system.\u003C/li>\n\u003Cli class=\"graf graf--li\">The framework “acknowledges that better outcomes are achieved if First Nations people have a genuine say in matters affecting them — including the use of data to inform policy-making in government” and calls for data-related capacity building in these communities\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.scientificamerican.com/article/how-indigenous-groups-are-leading-the-way-on-data-privacy/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.scientificamerican.com/article/how-indigenous-groups-are-leading-the-way-on-data-privacy/\">\u003Cstrong class=\"markup--strong markup--p-strong\">Caballar, Rina Diane, and Sophie Bushwick. 2023. “How Indigenous Groups Are Leading the Way on Data Privacy.” Scientific American, June 7.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This article argues that Indigenous communities are leading the way in development of privacy-first data storage systems that give users control and agency over their information. Organizations like Terrastories, Our Data Indigenous, and Āhau do not rely on the cloud but on other methods because it “is almost like the knowledge is leaving the territory because it’s not physically present”.\u003C/li>\n\u003Cli class=\"graf graf--li\">The article also notes that some Indigenous-led apps offer more customized and granular levels of access and permissions. Terastories, for example, only lets maps and stories be viewable by members who have logged in to the app using their community’s credentials. Adding or editing requires editor access.\u003C/li>\n\u003Cli class=\"graf graf--li\">These are further supplemented by codes of conduct that researchers must follow to get access to data. Āhau, for example, adheres to the Te Mana Raraunga principles of Māori data sovereignty that requires giving Māori communities authority over their information and acknowledging the relationships they have with it.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://doi.org/10.1038/s41746-025-01902-w\" target=\"_blank\" rel=\"noopener\" data-href=\"https://doi.org/10.1038/s41746-025-01902-w\">\u003Cstrong class=\"markup--strong markup--p-strong\">Calac, Alec J., and Timothy K. Mackey. 2025. “A Systematic Review of Responsible Stewardship of Research and Health Data from Indigenous Communities.” Npj Digital Medicine 8 (1): 504\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">.\u003C/strong>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This is a systemic review that aims to detail Indigenous Data Sovereignty considerations and practices in health research in the United States and elsewhere and to identify frameworks that operationalize IDS practices for responsible research and use of data-driven technologies. The review finds 41 relevant articles detailing specific considerations around collection, access, and use of Indigenous data as well as various regional or cultural considerations.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors identify specific data management considerations related to data access, ownership, knowledge systems and relationality; responsible data governance, metadata, and regulatory authority; and open-access challenges and tribal leader engagement.\u003C/li>\n\u003Cli class=\"graf graf--li\">It also notes how new technologies and systems are being rapidly designed, often without explicit rules and regulations to operationalize indigenous data sovereignty and protect Indigenous Peoples. It notes that digital technologies can benefit communities but only when they are used in a way that respects the communities that provide foundational data.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.tandfonline.com/doi/full/10.1080/17441692.2025.2450395\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.tandfonline.com/doi/full/10.1080/17441692.2025.2450395\">\u003Cstrong class=\"markup--strong markup--p-strong\">Cunningham-Reimann, Stephanie, Aarti Doshi, Sterling Stutz, Gabriel B. Tjong, and Angela Mashford-Pringle. 2025. “Flipping Data on Its Head: Differing Conceptualisations of Data and the Implications for Actioning Indigenous Data Sovereignty Principles.” Global Public Health 20 (1): 2450395.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This article offers commentary on how to integrate Indigenous data sovereignty principles into data work. The authors begin by definition data in Western research (as “tangible, measurable, and observable phenomenon devoid of observer bias and contextualisation”) and Indigenous contexts (as information “created by, for and with Indigenous Peoples, communities, and Nations and includes language, culture, ceremonies, lands, dreams, songs, drums, instruments, artwork, clothing, regalia, beadwork, as well as stories, interviews, transcripts,artifacts (historic and contemporary), and statistic”).\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors then outline how Indigenous data sovereignty is “predicated on distinct worldviews, cultures, histories, and data stewardship” and center an the overarching principle of self-determination in “data collection, analysis, usage,knowledge translation and dissemination, with Indigenous Peoples’ interests and decision-making authority in determining who can access and analyse Indigenous data and for what purposes”. Researchers engaging in Indigenous research must collaborate equitably with Indigenous communities throughout the research process, starting with research design and ending with dissemination.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors then offer several recommendations to researchers, scholars, policy makers, government staff, and other allies interested in implementing Indigenous data sovereignty. These include completing training from the First Nations Information Governance Centre; undertaking cultural safety training that includes socio-political history and developing authentic relationships with indigenous peoples; questioning the research process by co-creating the research process with Indigenous peoples; building relationships that lead to co-creation and are reciprocal beyond the initial project; and to apply a distinctions-based lens that respects the unique needs and characteristics of the specific Indigenous community they are working with.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://katinamagazine.org/content/article/open-knowledge/2026/confronting-the-challenges-of-sensitive-open-data\" target=\"_blank\" rel=\"noopener\" data-href=\"https://katinamagazine.org/content/article/open-knowledge/2026/confronting-the-challenges-of-sensitive-open-data\">\u003Cstrong class=\"markup--strong markup--p-strong\">Danton, Cheryl M., and Christopher Graziul. 2026. Confronting the Challenges of Sensitive Open Data. January 6.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This article introduces the term “sensitive open data” to describe “data containing private information about individuals that becomes available to the public through a range of mechanisms, from court orders to statutory mandates.” It highlights lessons that might be gleaned from Indigenous communities.\u003C/li>\n\u003Cli class=\"graf graf--li\">It describes the FAIR Principles and the complementary CARE Principles as guiding resources to “integrate Indigenous worldviews that center ‘people’ and ‘purpose’ to address critical gaps in conventional data frameworks by ensuring that Indigenous Peoples benefit from data activities and maintain control over their data.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors highlight two use cases that demonstrate the value of the CARE Principles, a 2014 project by the National Congress of American Indians Policy Research Center to improve census participation and the first tribal IRB, the Navajo Nation Human Research Review Board, which exercises sovereignty over all human research activities in the Navajo Nation.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://thelivinglib.org/governance-of-indigenous-data-implementation-plan/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/governance-of-indigenous-data-implementation-plan/\">\u003Cstrong class=\"markup--strong markup--p-strong\">Department of Health and Disability and Ageing (Australia). 2026. Governance of Indigenous Data: Implementation Plan. January 23. Australia.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This document is an implementation plan put forth by the Australian Government’s Department of Health, Disability, and Aging to require all entities to embed the Australian Government \u003Ca class=\"markup--anchor markup--li-anchor\" href=\"https://apo.org.au/node/327194\" target=\"_blank\" rel=\"noopener\" data-href=\"https://apo.org.au/node/327194\">Framework for governance of Indigenous data\u003C/a>, which guides users to partner with Aboriginal and Torres Strait Islander people (APS), build data-related APS capabilities, provide knowledge of data assets, and build an inclusive data system.\u003C/li>\n\u003Cli class=\"graf graf--li\">Acknowledging that the Department holds substantial datasets about the Australian Government, including APS, the department commits to working on genuine partnership “to ensure that First Nations people are afforded the right to exercise ownership and control over Indigenous data across all phases of the data lifecycle.”\u003C/li>\n\u003Cli class=\"graf graf--li\">The plan then outlines various goals and actions to achieve this aim, including efforts to “embed governance of Indigenous data in department policies and processes”, “build and maintain meaningful partnerships with First Nations people, communities, and organizations”, “develop and implement methods for First Nation people to know what data are held relating to their interests, its use, and how it can be accessed”, “build governance of Indigenous data capability for department staff and First Nations partners”, “support and engage in organizational and cultural change to improve governance of Indigenous data”, and “monitor and evaluate governance of indigenous data implementation”.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2025.1521494/full\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2025.1521494/full\">\u003Cstrong class=\"markup--strong markup--p-strong\">Drake, Allison K., Paulatuk Hunters and Trappers Committee, Tony Green, et al. 2025. “Advancing Indigenous Data Governance through a Shared Understanding in Paulatuk, Inuvialuit Settlement Region.” Frontiers in Environmental Science 13 (March).\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This piece examines Indigenous data governance frameworks in the Canadian arctic. To support Indigenous self-determination, Fisheries and Oceans Canada researchers and the Paulatuk Hunters and Trappers Committee co-developed a data governance statement specific to an interview project. This report then details the steps and dialogue that characterized the creation of this statement and five considerations to strengthen future efforts.\u003C/li>\n\u003Cli class=\"graf graf--li\">The piece then outlines a sequence that took place over several months where the research team developed academic ethics resources and documents, which were then reviewed by Indigenous group leaders. The authors provide a summary of the materials, which are living documents and can be updated as needed when applicable to other projects.\u003C/li>\n\u003Cli class=\"graf graf--li\">The piece then suggests, based on the project experiences, that future researchers center community and project context, the changing digital landscape, individual and collective knowledge protections, planned project outputs, and confidentiality and anonymity nuances. It concludes with a note that indigenous data governance is “integral to mutually-beneficial research partnerships that are necessary in an era of rapid environmental change.”\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://doi.org/10.1016/j.ssmqr.2025.100698\" target=\"_blank\" rel=\"noopener\" data-href=\"https://doi.org/10.1016/j.ssmqr.2025.100698\">\u003Cstrong class=\"markup--strong markup--p-strong\">Hurst, Samantha, Kelle Dhein, Joseph Yracheta, and Timothy Mackey. 2026. “Sovereignty in the Digital Age Indigenous Perspectives on Health Data and Emerging Technologies.” SSM — Qualitative Research in Health 9 (June): 100698.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This study examines how Indigenous experts interpret the promises and risks of emerging digital technologies in relation to data sovereignty. It explores how Indigenous communities understand data governance challenges, evaluate technological innovations, and identify cultural, legal, ecological, and infrastructural considerations that shape sovereignty in digital contexts.\u003C/li>\n\u003Cli class=\"graf graf--li\">The researchers identify four central themes for practitioners to be cognizant of to promote Indigenous data sovereignty: (1) The Significance of Indigenous Data Sovereignty; (2) Balancing Sovereignty, Trust, and Capacity in Health Data Management; (3) Integrating Native Values into Data Governance and Technology Systems; and (4) Technology and Tribal Sovereignty: Opportunities and Challenges.\u003C/li>\n\u003Cli class=\"graf graf--li\">The piece concludes with a note that this work affirms and extends current Indigenous data sovereignty frameworks, “while making visible the deeper infrastructural and jurisdictional challenges that shape technology use in Indian Country. Addressing these challenges is essential for building the data foundations that allow Tribal Nations to design responsive health interventions, monitor outcomes, and strengthen the cultural relevance of health system decision-making.”\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://thelivinglib.org/governance-of-indigenous-data-in-open-earth-systems-science/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/governance-of-indigenous-data-in-open-earth-systems-science/\">\u003Cstrong class=\"markup--strong markup--p-strong\">Jennings, Lydia, Katherine Jones, Riley Taitingfong, et al. 2025. “Governance of Indigenous Data in Open Earth Systems Science.” Nature Communications 16 (1): 572.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">The Earth Data Relations Working Group convened to discuss what processes are needed to follow open science protocols while upholding Indigenous Peoples’ rights. The piece begins by reviewing open science mandates but notes, “mandates and their implementation don’t often consider the rights of Indigenous Peoples in relation to Earth observation data” and there are few examples of what application of Indigenous knowledge systems looks like in an open science and repositories context.\u003C/li>\n\u003Cli class=\"graf graf--li\">It notes that many Indigenous worldviews center relationships as a core value and that “relationships exist at the scale of the individual and collectives and apply to connections between humans, places, and biotic and abiotic communities in the past, present, and future.”\u003C/li>\n\u003Cli class=\"graf graf--li\">It recommends Earth science researchers adopt four practices to implement the CARE Principles and advance Indigenous Data Governance. First, the piece suggests adopting ongoing, internal learning and assessment practices to ensure that CARE is adopted as an iterative process and not treated as a one-off activity. Second, it suggests that organizations develop collaborative access permission and research protocols with Indigenous Peoples; enhance data and specimen management infrastructure to manage samples and specimens in ways consistent with Indigenous communities’ needs and expectations (including applying metadata and context labels); and enhancing data relations at all stages of the data lifecycle, which includes engaging data hosts on Indigenous metadata and amending citations.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://iapp.org\" target=\"_blank\" rel=\"noopener\" data-href=\"http://iapp.org\">\u003Cstrong class=\"markup--strong markup--p-strong\">Khani, Mohammad Milad. 2025. “Data Repurposing, Algorithmic Bias and Indigenous Privacy in the Age of AI | IAPP.” IAPP.Org, IAPP, November 5.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This article looks at Indigenous data sovereignty in Canada, which has a treaty obligation to recognize First Nations data sovereignty. However, the federal government has yet to yet to explicitly and fully recognize First Nations data sovereignty in legislation. This is a problem amid growing demand for datasets to train AI.\u003C/li>\n\u003Cli class=\"graf graf--li\">The author detail the ongoing threats to privacy and data sovereignty. There are growing concerns about the repurposing of personal information and what happens to Indigenous personal information that is reused for a secondary objective. It notes that ownership, control, access, and possession play an important role in data sovereignty.\u003C/li>\n\u003Cli class=\"graf graf--li\">The author recommends that Canada’s Personal Information Protection and Electronic Documents Act should be amended to include clauses specifically about protecting the privacy of First Nations. The requirement for collective consent should be established alongside individual consent when data involves Indigenous communities. The author further argues that data sovereignty must be explicitly defined within the legal text, not relegated to secondary sources.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://link.springer.com/article/10.1007/s43681-025-00970-8\" target=\"_blank\" rel=\"noopener\" data-href=\"https://link.springer.com/article/10.1007/s43681-025-00970-8\">\u003Cstrong class=\"markup--strong markup--p-strong\">Ray, Shawn, and Ram L. Ray. 2026. “Incorporating Indigenous Knowledge Systems into AI Governance: Enhancing Ethical Frameworks with Maori and Navajo Perspectives.” AI and Ethics 6 (1): 114.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This paper examines the limitations of Western-centric ethical frameworks through a comparative analysis of Māori Kaitiakitanga and Navajo Hózhó principles, offering a framework for integrating these principles into AI governance.\u003C/li>\n\u003Cli class=\"graf graf--li\">Māori Kaitiakitanga emphasizes guardianship, responsibility, and the interconnectedness of all living things. By recognizing the right of all natural entities, Kaitiakitanga can inform the development of AI systems that prioritize the long-term health of ecosystems and challenges the assumption that all technological expansion is inherently beneficial.\u003C/li>\n\u003Cli class=\"graf graf--li\">Navajo Hozho, a core principle in Navajo philosophy, emphasizes “harmony, balance, beauty, and the interconnectedness of all beings. It represents a holistic worldview that seeks to maintain equilibrium between physical, mental, spiritual, and social well-being”. It promotes AI that is ethically sound, culturally sensitive, and aligned with the values of community and environmental well-being. The recognition of interconnectedness is crucial for decisions regarding data collection, algorithm design, and AI deployment.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors argue that while there is some tensions between the concepts — for example the emphasis on collective ownership in Kaitiakitanga — they offer a way forward in addressing AI governance challenges. Navigating these tensions requires open dialogue between Indigenous communities, AI developers, and policymakers and a critical examination of Western ethical principles and legal frameworks.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://thelivinglib.org/extending-the-care-principles-managing-data-for-vulnerable-communities-in-wartime-and-humanitarian-crises/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/extending-the-care-principles-managing-data-for-vulnerable-communities-in-wartime-and-humanitarian-crises/\">\u003Cstrong class=\"markup--strong markup--p-strong\">Suchikova, Yana, and Serhii Nazarovets. 2025. “Extending the CARE Principles: Managing Data for Vulnerable Communities in Wartime and Humanitarian Crises.” Scientific Data 12 (1): 420.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This essay examines the CARE Principles (Collective Benefit, Authority to Control, Responsibility, Ethics) that were developed for the ethical stewardship of Indigenous data and to complement the technical standards of FAIR (Findable, Accessible, Interoperable, Reusable). The authors argue that the CARE Principles are a useful model for data governance for other vulnerable communities — such as those in conflict-affected environments.\u003C/li>\n\u003Cli class=\"graf graf--li\">Looking through the lens of the Russo-Ukrainian war, the piece notes how CARE can be adapted to new contexts. Collective benefit can be used to ensure data on IDPs and residents of occupied territories is used for humanitarian assistance, family reunifications, and long-term recovery. Authority to control can be used to ensure that those in conflict maintain autonomy over their personal information. Responsibility can demand that those using data in the Russo-Ukrainian context minimize harm, ensure informed consent, and foster trust with affected communities. Ethics, finally, can call organizations to commit to prioritizing the immediate and long-term recovery of at-risk groups.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors conclude by stating that extending CARE in this way does not compromise their original intent, to empower Indigenous communities, but underscores that universality and relevance as a robust ethical framework. They argue, “the global significance of CARE lies in its capacity to establish a standardized ethical framework for data governance across a wide range of contexts.”\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://thelivinglib.org/can-small-language-models-revitalize-indigenous-languages/\" target=\"_blank\" rel=\"noopener\" data-href=\"https://thelivinglib.org/can-small-language-models-revitalize-indigenous-languages/\">\u003Cstrong class=\"markup--strong markup--p-strong\">Tanner, Brooke, and Cameron Kerry. 2025. “Can Small Language Models Revitalize Indigenous Languages?” Brookings, March 19.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This article examines how small language models may offer a cost-effective and resource-efficient solution for indigenous communities seeking to preserve their language, which is critical to preserving a cultural identity and transmitting unique worldviews, traditions, and knowledge.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors argue that “SLMs can respond to, analyze, and translate a variety of languages that […] are not widely used or recorded in digital formats.” They do this by reducing computational and data requirements in areas where high-end infrastructure is not available. It then highlights several examples of how SLMs have been successfully adapted specifically for Indigenous languages — designed, trained, and fine-tuned with input from the communities they serve.\u003C/li>\n\u003Cli class=\"graf graf--li\">The piece then offers guidance on collaborating on Indigenous communities, noting that community input and participation through the data collection, model training, and subsequent deployment can ensure that models respect traditional knowledge and align technological outcomes with community values. It specifically highlights one example of data stewardship from Te Hiku Media, a small nonprofit radio station in New Zealand, which created data licensing agreements to ensure that projects created with Māori data will benefit the Māori people as a whole.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.kahuiraraunga.io/maoriaigovernance\" target=\"_blank\" rel=\"noopener\" data-href=\"https://www.kahuiraraunga.io/maoriaigovernance\">\u003Cstrong class=\"markup--strong markup--p-strong\">Te Kāhui Raraunga (2025). Māori Artificial Intelligence Governance Framework. Contextualised advice for AI use, extending the Māori data governance model; Kukutai, T., Campbell-Kamariera, K., Mead, A., Mikaere, K., Moses, C., Whitehead, J. & Cormack, D. (2023). Māori data governance model. Te Kāhui Raraunga.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This is a comprehensive framework designed by Māori AI experts to guide the use of artificial intelligence across Aotearoa New Zealand public service. It recognizes that AI is “data-driven intelligence” and therefore needs to be culturally grounded in ways that “protect Māori data sovereignty and uphold te Tiriti o Waitangi. Without culturally grounded and Tiriti-anchored governance, there is a risk of systemic harm and extraction rather than partnership and benefit.”\u003C/li>\n\u003Cli class=\"graf graf--li\">It centers several key values including “nurturing data as a taonga that requires culturally grounded models of protection and care”, putting iwi-Māori data in iwi-Māori hands, using data for good, being accountable, and decolonizing data ecosystems.\u003C/li>\n\u003Cli class=\"graf graf--li\">It highlights several desirable outcomes including “reaffirming and strengthening connections to identity, place and te reo Māori” and “supporting whānau to flourish”.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p graf--startsWithDoubleQuote\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://onedrive.live.com/:w:/g/personal/080ce91756940671/IQAinimkx27OQZsbj7oIaz-5AeePNo2J6JyL9D5VHlgnv7g?rtime=yS97bsJk3kg&redeem=aHR0cHM6Ly8xZHJ2Lm1zL3cvYy8wODBjZTkxNzU2OTQwNjcxL0lRQWluaW1reDI3T1Fac2JqN29JYXotNUFlZVBObzJKNkp5TDlENVZIbGdudjdnP2U9Tjljd0Fy\" target=\"_blank\" rel=\"noopener\" data-href=\"https://onedrive.live.com/:w:/g/personal/080ce91756940671/IQAinimkx27OQZsbj7oIaz-5AeePNo2J6JyL9D5VHlgnv7g?rtime=yS97bsJk3kg&redeem=aHR0cHM6Ly8xZHJ2Lm1zL3cvYy8wODBjZTkxNzU2OTQwNjcxL0lRQWluaW1reDI3T1Fac2JqN29JYXotNUFlZVBObzJKNkp5TDlENVZIbGdudjdnP2U9Tjljd0Fy\">\u003Cstrong class=\"markup--strong markup--p-strong\">“Consultation on Indigenous Data Governance Workshop, on Development Dimensions of Indigenous Traditional Knowledge, Cultural Heritage, and Biodiversity Data.” 2025. UN Data Governance Working Group, October 21.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This report addresses the challenges of data governance in Sarawak, Malaysia. While major steps have been taken to foster digital inclusion, one crucial element remains to be developed: Indigenous data governance. CARE and FAIR provide important foundations, they need to be localized to meet the needs of the people of Sarawak.\u003C/li>\n\u003Cli class=\"graf graf--li\">The ability to achieve Indigenous data governance is limited by a lack of contextual governance models that align with customary law, the diverse nature of Indigenous data, the ethical challenges that come from digitalization, interoperability and institutional silos, weak national policy integration, an absence of clear protocols for Indigenous data governance, and gaps in legal protection and benefit-sharing mechanisms.\u003C/li>\n\u003Cli class=\"graf graf--li\">To address these and other gaps, the report offers several lessons from case studies around the world. It then offers a list of policy recommendations, such as institutionalizing the CARE Principles at the State Level, establishing a Sarawak Indigenous Data Governance Framework, develop Sarawak-specific metadata standards, pilot interoperable data spaces, embed tiered consent frameworks, secure UN technical support, develop a community consent and data governance toolkit, and promote ethical data literacy across stakeholders.\u003C/li>\n\u003C/ul>\n\u003Cp class=\"graf graf--p graf--startsWithDoubleQuote\">\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://unesdoc.unesco.org/ark:/48223/pf0000396938\" target=\"_blank\" rel=\"noopener\" data-href=\"https://unesdoc.unesco.org/ark:/48223/pf0000396938\">\u003Cstrong class=\"markup--strong markup--p-strong\">“How Indigenous Knowledge Drives Scientific Discovery.” 2026. The UNESCO Courier, January.\u003C/strong>\u003C/a>\u003C/p>\n\u003Cul class=\"postList\">\n\u003Cli class=\"graf graf--li\">This report from UNESCO highlights the ways in which indigenous knowledge can facilitate scientific discovery. It offers various articles offering lessons from Brazil on saving a fish species with the Paumari people, health research in China that relies on Dai medicine, astronomical research in Kalahari with Jul’hoansi hunter-gatherers, and efforts to adapt to climate with the Sami people.\u003C/li>\n\u003Cli class=\"graf graf--li\">Each of these cases demonstrate how Local and Indigenous Knowledge Systems can be mutually beneficial. It demonstrates the need for exchanges between Indigenous knowledge holders and scientists to foster better empirical data.\u003C/li>\n\u003Cli class=\"graf graf--li\">The authors emphasize that any exchange must be accompanied by guarantees of free and informed consent and equitable sharing of benefits. They argue that, “the objective is not simply to absorb Indigenous knowledge into mainstream science, but to promote cooperation for the benefit of all.”\u003C/li>\n\u003C/ul>\n\u003Cp> \u003C/p>\n\u003Cp>Photo by Nick Kwan of Bill Reid’s “The Raven and the First Men” is licensed under CC0\u003C/p>",{},"/blogposts/selected-readings-on-indigenous-data-governance-2026-update",{"title":40,"description":45},"selected-readings-on-indigenous-data-governance-2026-update","blogposts/selected-readings-on-indigenous-data-governance-2026-update",[56,57,58],"data","selected readings","indigenous","wbXMsr9MXtGbO_bRf5ZOQA2vzEkqFSuqkXOBo3PZdnw",[61,74,88,103,117,130,142,154,167,179,193,205,217,229,241,253,265,275,287,301,314,327,340,351,363,377,392,405,418,431,444,457,466,479,491,503,516,529,541,553,565,577,590,603,615,627,640,651,662,676,689,703,714,727,738,751,763,775,787,800,812,824,838,851,864,876,888,900,912,924,936,948,960,973,985,997,1011,1023,1035,1046,1060,1073,1087,1099,1112,1124,1136,1148,1160,1170,1182,1194,1206,1219,1231,1243,1258,1270,1282,1296,1308,1322,1336,1349,1362,1374,1387,1399,1411,1423,1435,1448,1460,1473,1484,1495,1509,1522,1534,1546,1558,1569,1581,1592],{"id":62,"title":63,"affiliation":34,"bio":64,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":66,"legacy":47,"linkedin":34,"meta":67,"name":63,"navigation":15,"path":69,"photo":34,"role":70,"seo":71,"stem":72,"topic":34,"website":34,"__hash__":73},"faculty/faculty/adam-zable.json","Adam Zable","Adam Zable is a Research Fellow at the GovLab. His work and research interests focus on the intersection of emerging technologies, data governance, and democracy. In his previous role as the Director of Emerging Technologies at the Digital Trade and Data Governance Hub, he spearheaded the development of the Global Data Governance Mapping Project, assessing national-level data governance efforts across the globe, and organized conferences on the international policy implications of extended reality and on data governance in the age of generative AI. He holds a Master of Public Policy from the Willy Brandt School of Public Policy and resides in Freiburg, Germany.","author","https://cms.thegovlab.com/assets/1646f23a-0139-43d8-b0b2-51a455000728",{"slug":68},"adam-zable","/faculty/adam-zable","Research Fellow",{},"faculty/adam-zable","5bR3wydz1eXMWjD7PSD8j4im9GZM7_x4k8iz5TN85Dw",{"id":75,"title":76,"affiliation":34,"bio":77,"body":34,"category":78,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":79,"legacy":15,"linkedin":80,"meta":81,"name":76,"navigation":15,"path":83,"photo":34,"role":84,"seo":85,"stem":86,"topic":34,"website":34,"__hash__":87},"faculty/faculty/adrienne-schmoeker.json","Adrienne Schmoeker","Adrienne Schmoeker is the former Deputy Chief Analytics Officer for the City of New York. During her tenure with the City of New York she led the team at the NYC Mayor's Office of Data Analytics, grew the NYC Open Data Program, co-founded NYC Open Data Week and was part of the founding team in the inaugural NYC CTO's Office. Prior to working for New York City government Adrienne led new market expansion and the development of the enterprise business for the social-impact company Catchafire. Adrienne is currently advising urban technology startups, helping design new data programs and advising on government technology programs working to close the digital divide.","instructor","https://cms.thegovlab.com/assets/d359af3c-47d4-4da8-a3b1-acc521906ceb","https://www.linkedin.com/in/schmoeker/",{"slug":82},"adrienne-schmoeker","/faculty/adrienne-schmoeker","Course Advisor",{},"faculty/adrienne-schmoeker","z_7IPuXoKOHDOgpFTsSqBY_T1QYYDk0kAWowjYGC3ow",{"id":89,"title":90,"affiliation":91,"bio":34,"body":34,"category":92,"cohort":93,"description":34,"expertise":34,"extension":46,"headshot":34,"image":94,"legacy":47,"linkedin":95,"meta":96,"name":90,"navigation":15,"path":98,"photo":34,"role":34,"seo":99,"stem":100,"topic":101,"website":34,"__hash__":102},"faculty/faculty/alex-hutchison.json","Alex Hutchison","Forr Data","guest-faculty","DS Berlin 2024, DS Berlin 2025","https://cms.thegovlab.com/assets/6c6e0f38-0cae-48d9-9c3d-acea65f0eb5c","https://www.linkedin.com/in/alex-hutchison-62517412/",{"slug":97},"alex-hutchison","/faculty/alex-hutchison",{},"faculty/alex-hutchison","Impact Measurement & Work of Data for Children Collaborative","Q6zJ9wxOc_kYKt4uhkMYd9u3Ptug0EKTJWUmU75-NX4",{"id":104,"title":105,"affiliation":106,"bio":34,"body":34,"category":92,"cohort":107,"description":34,"expertise":34,"extension":46,"headshot":34,"image":108,"legacy":15,"linkedin":109,"meta":110,"name":105,"navigation":15,"path":112,"photo":34,"role":34,"seo":113,"stem":114,"topic":115,"website":34,"__hash__":116},"faculty/faculty/alex-pompe.json","Alex Pompe","Freelancer, Open Mapping and Nature Photography","DS Turin 2024","https://cms.thegovlab.com/assets/049e41fa-e266-495e-80e1-0096c00bca85","https://www.linkedin.com/in/alexpompe/",{"slug":111},"alex-pompe","/faculty/alex-pompe",{},"faculty/alex-pompe","Data powered collaborations for social good & Meta's Data for Good Work","NxXESqPg21h7BH-7afZnYJ00dZxFvjnMPJZFkxAyNPY",{"id":118,"title":119,"affiliation":120,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":122,"legacy":15,"linkedin":123,"meta":124,"name":119,"navigation":15,"path":126,"photo":34,"role":34,"seo":127,"stem":128,"topic":34,"website":34,"__hash__":129},"faculty/faculty/alison-paprica.json","Alison Paprica","University of Toronto","DS Academy 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Who cares?","mbfnk738rb3g7JoPDcn3BQZXJ1OErQB87LWxLvQZ_bY",{"id":393,"title":394,"affiliation":395,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":396,"legacy":47,"linkedin":397,"meta":398,"name":394,"navigation":15,"path":400,"photo":34,"role":34,"seo":401,"stem":402,"topic":403,"website":34,"__hash__":404},"faculty/faculty/christian-gutknecht.json","Christian Gutknecht","Opendata.ch","https://cms.thegovlab.com/assets/c40cc61f-b6f6-4df5-8a31-031aaf7c2d6c","https://www.linkedin.com/in/christiangutknecht/",{"slug":399},"christian-gutknecht","/faculty/christian-gutknecht",{},"faculty/christian-gutknecht","Open parliamentary data for more transparency, innovation and 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America","https://cms.thegovlab.com/assets/b5553bc1-fcf2-4012-b359-3e6d08b95202","https://www.linkedin.com/in/lcoral/",{"slug":980},"lilian-coral","/faculty/lilian-coral",{},"faculty/lilian-coral","PFVGbRvqYy1KzELxWJoua5jrbJnMNUzlngzC92NPKF4",{"id":986,"title":987,"affiliation":988,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":989,"legacy":15,"linkedin":990,"meta":991,"name":987,"navigation":15,"path":993,"photo":34,"role":34,"seo":994,"stem":995,"topic":34,"website":34,"__hash__":996},"faculty/faculty/lisa-moretti.json","Lisa Moretti","Freelance, Digital 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Innovation","https://cms.thegovlab.com/assets/453663e1-2ae9-4767-b18d-40c689edd62f","https://www.linkedin.com/in/lynn-overmann-325bb432/",{"slug":1018},"lynn-overmann","/faculty/lynn-overmann",{},"faculty/lynn-overmann","T_4VBcHNBpT91i3OLMPlturz60ufyjOayd4Wu5Y0s5E",{"id":1024,"title":1025,"affiliation":1026,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1027,"legacy":15,"linkedin":1028,"meta":1029,"name":1025,"navigation":15,"path":1031,"photo":34,"role":34,"seo":1032,"stem":1033,"topic":34,"website":34,"__hash__":1034},"faculty/faculty/marc-lepage.json","Marc Lepage","Asian Development Bank","https://cms.thegovlab.com/assets/0b25f882-fdb8-4cc3-bbf2-5d7a9f174c7a","https://www.linkedin.com/in/mlepage/",{"slug":1030},"marc-lepage","/faculty/marc-lepage",{},"faculty/marc-lepage","JCDw1BHIBhdOfzo1coSP7TDfQgIgSwdNw8P2txPefxY",{"id":1036,"title":1037,"affiliation":580,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1038,"legacy":15,"linkedin":1039,"meta":1040,"name":1037,"navigation":15,"path":1042,"photo":34,"role":34,"seo":1043,"stem":1044,"topic":34,"website":34,"__hash__":1045},"faculty/faculty/marcus-bartley-johns.json","Marcus Bartley Johns","https://cms.thegovlab.com/assets/a36a2963-d9c0-4f73-a66c-ca96ae2dad3e","https://www.linkedin.com/in/marcus-bartley-johns-57a84422/",{"slug":1041},"marcus-bartley-johns","/faculty/marcus-bartley-johns",{},"faculty/marcus-bartley-johns","6ezX8H4I7u6nV0D1iKncL_l-M-af7CYPz9NXFU1iaAk",{"id":1047,"title":1048,"affiliation":1049,"bio":34,"body":34,"category":92,"cohort":666,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1050,"legacy":47,"linkedin":1051,"meta":1052,"name":1054,"navigation":15,"path":1055,"photo":34,"role":34,"seo":1056,"stem":1057,"topic":1058,"website":34,"__hash__":1059},"faculty/faculty/martin-pompery.json","Martin Pompery","SINE Foundation","https://cms.thegovlab.com/assets/ed8cc1b5-1ca9-4bfa-9ae2-e954ddf739b6","https://www.linkedin.com/in/pompery/",{"slug":1053},"martin-pompery","Martin Pompéry","/faculty/martin-pompery",{},"faculty/martin-pompery","Data Commons (Governance and Technical 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and the founder and principal of Public Purpose Pty Ltd, working at the intersection of public policy, strategy, leadership and technology. He has led the development of new programs exploring the public leadership implications of digital, data and AI, including the role of ethics and ethical frameworks for public leaders. He co-directs ANZSOG’s Deputies Leadership Program with Kathryn Anderson, that integrates a significant focus on the evolution of leadership responses to the opportunities and risks of digital, data and AI capabilities and platforms.\u003C/p>\n\u003Cp>From 2001 to 2013, Martin led the Asia-Pacific public sector consulting and innovation team in Cisco’s Internet Business Solutions Group (IBSG). He led strategy and design work on digital transformation and public policy and public sector reform projects in government, education, health, human services and urbanisation in India, China, South-East Asia, Australia and New Zealand.\u003C/p>\n\u003Cp>Prior to his role in Cisco, Martin held various policy and management roles in the federal public sector, including Chief of Staff to a Minister in the Federal Government, a federal public servant (Communications, Sport, Recreation and Tourism) and as a research and strategy lead in the Office of Strategic Planning in the NSW Cabinet Office. For the past three years, and again in 2026, he has been a Learning Guide and facilities for the NSW Leadership Academy (Band 1 and Band 2 senior executives).\u003C/p>\n\u003Cp>He chaired the former NSW Digital Government Advisory Panel and the Expert Advisory Group for the Welfare Payments Infrastructure Transformation program (WPIT) for the former federal Department of Human Services (now Services Australia).\u003C/p>\n\u003Cp>He was a member of the Government 2.0 Task Force established by Federal Minister for Finance, Lindsay Tanner, in 2009. In 2017, Martin was one of 3 members of a review for the NSW Government, chaired by former NSW Premier Nick Greiner AC, of regulatory policy and strategy across the State.\u003C/p>\n\u003Cp>He was an inaugural member of the NSW AI Advisory Group which crafted the early versions of what has now become the NSW AI Assurance Framework which is also being adapted as a national AI assurance framework.\u003C/p>\n\u003Cp>Martin writes and speaks extensively on government, service design, digital transformation, the impact of AI in government and on public leadership for the digital age as well as on different dimensions of policy reform. Together with former Finance Minister Lindsay Tanner, he wrote Changing Shape: Institutions for a Digital Age (Longueville Press, February 2014).\u003C/p>\n\u003Cp>He is also co-author with Simon Cooper of (Are We There Yet? Digital Transformation of Government and the Public Sector in Australia (Longueville Press, July 2019).\u003C/p>\n\u003Cp>Martin holds an Honours degree in English from the University of York, a Masters degree in Social Science and Policy from the University of New South Wales as well as graduate qualifications in applied economics from what is now the University of Canberra.\u003C/p>","https://cms.thegovlab.com/assets/ae57bd4e-ccca-4e57-90ae-ccdea38ab424","https://www.linkedin.com/in/msweeks/",{"slug":1067},"martin-stewart-weeks","Martin Stewart-Weeks","/faculty/martin-stewart-weeks",{},"faculty/martin-stewart-weeks","nuHbo3Pfrch0Q_uq8-nDe3bEo8ZnLVP1A8Psh91GOYc",{"id":1074,"title":1075,"affiliation":1076,"bio":34,"body":34,"category":92,"cohort":93,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1077,"legacy":47,"linkedin":1078,"meta":1079,"name":1081,"navigation":15,"path":1082,"photo":34,"role":34,"seo":1083,"stem":1084,"topic":1085,"website":34,"__hash__":1086},"faculty/faculty/martin-wahlisch.json","Martin Wahlisch","University of Birmingham","https://cms.thegovlab.com/assets/7615dae2-797a-4f6f-9597-c7c7ed0e8b92","https://www.linkedin.com/in/martinwaehlisch/",{"slug":1080},"martin-wahlisch","Martin Wählisch","/faculty/martin-wahlisch",{},"faculty/martin-wahlisch","Institutionalizing Data Stewardship, data hubs and digital transformation of public organizations","cZUQPYrsyAC_ng4hHzqnYTmfJC5j8FWC-2Zq7Uc4moc",{"id":1088,"title":1089,"affiliation":1090,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1091,"legacy":15,"linkedin":1092,"meta":1093,"name":1089,"navigation":15,"path":1095,"photo":34,"role":34,"seo":1096,"stem":1097,"topic":34,"website":34,"__hash__":1098},"faculty/faculty/michael-khoo.json","Michael Khoo","Asia Travel Tech, Digital Platforms Industry Associations","https://cms.thegovlab.com/assets/2fd51780-b7e0-4f6a-9479-ee706f588580","https://www.linkedin.com/in/michael-khoo-/",{"slug":1094},"michael-khoo","/faculty/michael-khoo",{},"faculty/michael-khoo","vRl_-AO0A8xraN5t_Y_XgR1EMzL-G9WpJKI9LRhnKSM",{"id":1100,"title":1101,"affiliation":1102,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1103,"legacy":15,"linkedin":1104,"meta":1105,"name":1107,"navigation":15,"path":1108,"photo":34,"role":34,"seo":1109,"stem":1110,"topic":34,"website":34,"__hash__":1111},"faculty/faculty/michael-p-canares.json","Michael P Canares","Australian Department of Foreign Affairs and Trade","https://cms.thegovlab.com/assets/67c98b20-e643-4314-8e6c-3fb94387560e","https://www.linkedin.com/in/michaelcanares/",{"slug":1106},"michael-p-canares","Michael P. Cañares","/faculty/michael-p-canares",{},"faculty/michael-p-canares","6BbSAcLd0R0TuJaYMZ_bcmUHcwp5VrQCMy2iTB6QXlU",{"id":1113,"title":1114,"affiliation":34,"bio":1115,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1116,"legacy":47,"linkedin":34,"meta":1117,"name":1114,"navigation":15,"path":1119,"photo":34,"role":1120,"seo":1121,"stem":1122,"topic":34,"website":34,"__hash__":1123},"faculty/faculty/michelle-winowatan.json","Michelle Winowatan","Michelle Winowatan is a Research Assistant at The GovLab, where she focuses on exploring the ways data and collaboration can improve policymaking. Previously, she has worked at several international nonprofit organizations, such as Search for Common Ground and Human Rights Watch, implementing projects that focused on conflict and human rights issues. She is a Fulbright awardee, through which she obtained her MPA in Public and Nonprofit Management and Policy from New York University. She also has a BA in International Relations from Universitas Pelita Harapan, in Indonesia.","https://cms.thegovlab.com/assets/3b47fcf8-abb4-4ef9-b85f-3ce0f73497e3",{"slug":1118},"michelle-winowatan","/faculty/michelle-winowatan","Research Assistant",{},"faculty/michelle-winowatan","ntoprYtYdb69qzeOoDH0OIZRyYocJVD0uWd0qtFkRIA",{"id":1125,"title":1126,"affiliation":1127,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1128,"legacy":15,"linkedin":1129,"meta":1130,"name":1126,"navigation":15,"path":1132,"photo":34,"role":34,"seo":1133,"stem":1134,"topic":34,"website":34,"__hash__":1135},"faculty/faculty/natalia-adler.json","Natalia Adler","Mitiga Solutions","https://cms.thegovlab.com/assets/57496f31-6ebb-41af-8fd7-eb98ff828199","https://www.linkedin.com/in/nataliaadler/",{"slug":1131},"natalia-adler","/faculty/natalia-adler",{},"faculty/natalia-adler","x3XYVJctiWzq4vPbSnpRVYZqJf4wJGw9XvT1lhOUHyk",{"id":1137,"title":1138,"affiliation":1139,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1140,"legacy":15,"linkedin":1141,"meta":1142,"name":1138,"navigation":15,"path":1144,"photo":34,"role":34,"seo":1145,"stem":1146,"topic":34,"website":34,"__hash__":1147},"faculty/faculty/natalia-carfi.json","Natalia Carfi","Open Data Charter","https://cms.thegovlab.com/assets/bd0e0761-0de4-45cd-a475-bd0ee12a36d9","https://www.linkedin.com/in/natalia-carfi-8683029/",{"slug":1143},"natalia-carfi","/faculty/natalia-carfi",{},"faculty/natalia-carfi","DWP3TEtP8jvPaTnVAcRhfUa81L0oknuD_Ov4ueMyB0s",{"id":1149,"title":1150,"affiliation":1151,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1152,"legacy":15,"linkedin":1153,"meta":1154,"name":1150,"navigation":15,"path":1156,"photo":34,"role":34,"seo":1157,"stem":1158,"topic":34,"website":34,"__hash__":1159},"faculty/faculty/natalia-domagala.json","Natalia Domagala","Freelance, AI Strategy, Ethics & Transparency","https://cms.thegovlab.com/assets/0702cbe7-3553-436c-b8cf-11c79af4cfe0","https://www.linkedin.com/in/nadomagala/",{"slug":1155},"natalia-domagala","/faculty/natalia-domagala",{},"faculty/natalia-domagala","z4UoxPAvcyt_19R6WsXAwqQ8KG3FlKWI1Df9ceQ2OAk",{"id":1161,"title":1162,"affiliation":34,"bio":34,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":34,"legacy":47,"linkedin":34,"meta":1163,"name":1165,"navigation":15,"path":1166,"photo":34,"role":34,"seo":1167,"stem":1168,"topic":34,"website":34,"__hash__":1169},"faculty/faculty/natalia-gonzalez-alarcon.json","Natalia Gonzalez Alarcon",{"slug":1164},"natalia-gonzalez-alarcon","Natalia González Alarcón","/faculty/natalia-gonzalez-alarcon",{},"faculty/natalia-gonzalez-alarcon","5_O4v0eHO9xJcxtyU5BUk1_2r3V-ybOjkdqGq_DXddQ",{"id":1171,"title":1172,"affiliation":1173,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1174,"legacy":15,"linkedin":1175,"meta":1176,"name":1172,"navigation":15,"path":1178,"photo":34,"role":34,"seo":1179,"stem":1180,"topic":34,"website":34,"__hash__":1181},"faculty/faculty/nick-hart.json","Nick Hart","Data Foundation","https://cms.thegovlab.com/assets/3112fb04-06e4-4c67-89ba-ba1344d58bfd","https://www.linkedin.com/in/nickrhart/",{"slug":1177},"nick-hart","/faculty/nick-hart",{},"faculty/nick-hart","nr_yHL5OvAPmgt58TYw04NVjf19AvCLixDQ-ZMwuRko",{"id":1183,"title":1184,"affiliation":1185,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1186,"legacy":15,"linkedin":1187,"meta":1188,"name":1184,"navigation":15,"path":1190,"photo":34,"role":34,"seo":1191,"stem":1192,"topic":34,"website":34,"__hash__":1193},"faculty/faculty/nicolas-schifano.json","Nicolas Schifano","Fastcatalog.ai","https://cms.thegovlab.com/assets/833ce985-df9a-44d7-9066-0b1e1c7777d9","https://www.linkedin.com/in/schifano/",{"slug":1189},"nicolas-schifano","/faculty/nicolas-schifano",{},"faculty/nicolas-schifano","4rKkBJGscyHEf8wdKvX5iTd--IdVRMqrSf7EtvF_M6g",{"id":1195,"title":1196,"affiliation":1197,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1198,"legacy":15,"linkedin":1199,"meta":1200,"name":1196,"navigation":15,"path":1202,"photo":34,"role":34,"seo":1203,"stem":1204,"topic":34,"website":34,"__hash__":1205},"faculty/faculty/nigel-jacob.json","Nigel Jacob","Barr Foundation","https://cms.thegovlab.com/assets/fecfd38e-9969-4fcf-b16e-06041d6aeaf6","https://www.linkedin.com/in/nsjacob/",{"slug":1201},"nigel-jacob","/faculty/nigel-jacob",{},"faculty/nigel-jacob","2p7Bz3gycQDE6ffGBxPzAkMwBrWHVA5ZrOR6huMWsIs",{"id":1207,"title":1208,"affiliation":1209,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1210,"legacy":47,"linkedin":1211,"meta":1212,"name":1208,"navigation":15,"path":1214,"photo":34,"role":34,"seo":1215,"stem":1216,"topic":1217,"website":34,"__hash__":1218},"faculty/faculty/oksana-riba-grognuz.json","Oksana Riba Grognuz","Swiss Data Science Center","https://cms.thegovlab.com/assets/495267c3-3d55-4af6-ad6a-febd9d5af866","https://www.linkedin.com/in/oksana80/",{"slug":1213},"oksana-riba-grognuz","/faculty/oksana-riba-grognuz",{},"faculty/oksana-riba-grognuz","Creating a Loop for Sharing and Reuse of Processed Data (\"Data Products\")","vCN9ptAja28aOGuJB1BVKp9zxT4VSmIZx-ZtON_As4Y",{"id":1220,"title":1221,"affiliation":1222,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1223,"legacy":15,"linkedin":1224,"meta":1225,"name":1221,"navigation":15,"path":1227,"photo":34,"role":34,"seo":1228,"stem":1229,"topic":34,"website":34,"__hash__":1230},"faculty/faculty/paul-ko.json","Paul Ko","Grammarly","https://cms.thegovlab.com/assets/36f4d186-588e-4f9e-80b6-f1da1aae6e5d","https://www.linkedin.com/in/paulhko/",{"slug":1226},"paul-ko","/faculty/paul-ko",{},"faculty/paul-ko","xQQ0r2in4ZYZPu4O9cD4VvGB4veSoNYrx0eo5AZTaCk",{"id":1232,"title":1233,"affiliation":34,"bio":1234,"body":34,"category":78,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1235,"legacy":47,"linkedin":1236,"meta":1237,"name":1233,"navigation":15,"path":1239,"photo":34,"role":189,"seo":1240,"stem":1241,"topic":34,"website":34,"__hash__":1242},"faculty/faculty/paulina-behluli.json","Paulina Behluli","\u003Cp>Paulina is a Program Manager at the Data Tank in charge of the data stewardship program. She is a digital governance specialist, specifically, public sector innovation & transformation. At the Data Tank, she leads the Data Stewardship Program focusing on Data Stewards Bootcamps for senior executives across Europe. Paulina is also involved in fundraising and partnership building. In parallel, Paulina has supported in building the She Shapes AI initiative as a volunteer, and additionally served as an Expert Reviewer. She holds a Master’s Degree in Public Policy from the Hertie School in Berlin. Prior to joining The Data Tank, Ms Behluli has managed several projects at Open Data Kosovo - a Forbes 30 under 30 listed organization. She has led Kosovo’s membership in the Open Government Partnership leading a close collaboration with the Office of the Prime Minister. Ms Behluli has co-authored two reports measuring the openness and transparency of the Kosovo Parliament and the Office of the Prime Minister. She was also engaged in the Global Data Barometer study, where Open Data Kosovo acted as a regional hub responsible for monitoring data usage for public good in Kosovo and Albania. In Berlin, she worked for the Berlin Innovation Agency helping startups accelerate tech for social good. She also served as a student advisory board member at the Center for Digital Governance of the Hertie School for 2 consecutive academic years.\u003C/p>","https://cms.thegovlab.com/assets/92b175dd-c3ad-40bb-b67d-1bc77c854f4a","https://www.linkedin.com/in/paulinabehluli/",{"slug":1238},"paulina-behluli","/faculty/paulina-behluli",{},"faculty/paulina-behluli","KzMq7h-4JXW4j4bYqqTkIXwnl5QhtGb3qLT3UDEYy8Q",{"id":1244,"title":1245,"affiliation":1246,"bio":34,"body":34,"category":92,"cohort":1247,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1248,"legacy":47,"linkedin":1249,"meta":1250,"name":1252,"navigation":15,"path":1253,"photo":34,"role":34,"seo":1254,"stem":1255,"topic":1256,"website":34,"__hash__":1257},"faculty/faculty/peter-bjoern-larsen.json","Peter Bjoern Larsen","Smart City Insights","DS Turin 2024, DS Berlin 2025","https://cms.thegovlab.com/assets/635b6215-76f6-4db0-bd1b-05f209453bec","https://www.linkedin.com/in/peter-bj%C3%B8rn/",{"slug":1251},"peter-bjoern-larsen","Peter Bjørn Larsen","/faculty/peter-bjoern-larsen",{},"faculty/peter-bjoern-larsen","Local data collaboratives for developing new data products and encourage more re-use of data in urban development","Lp-yGgDtRiumjQDA7V0pCK9eKgypPaVB_AQ2vCJurf4",{"id":1259,"title":1260,"affiliation":1261,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1262,"legacy":15,"linkedin":1263,"meta":1264,"name":1260,"navigation":15,"path":1266,"photo":34,"role":34,"seo":1267,"stem":1268,"topic":34,"website":34,"__hash__":1269},"faculty/faculty/peter-lovelock.json","Peter Lovelock","Access Partnership","https://cms.thegovlab.com/assets/4a42ed27-8592-4d51-8dc4-7c06676d11e8","https://www.linkedin.com/in/peter-lovelock-24b234/",{"slug":1265},"peter-lovelock","/faculty/peter-lovelock",{},"faculty/peter-lovelock","T-0rMxQjEpVL0gBDJT3nu7rEeXXiZmVcF30aB_OECzk",{"id":1271,"title":1272,"affiliation":1273,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1274,"legacy":15,"linkedin":1275,"meta":1276,"name":1272,"navigation":15,"path":1278,"photo":34,"role":34,"seo":1279,"stem":1280,"topic":34,"website":34,"__hash__":1281},"faculty/faculty/peter-rabley.json","Peter Rabley","The Open Geospatial Consortium","https://cms.thegovlab.com/assets/f7df3113-939b-4ec7-b527-f50622634e74","https://www.linkedin.com/in/peterrabley/",{"slug":1277},"peter-rabley","/faculty/peter-rabley",{},"faculty/peter-rabley","DJ0hn_3mdyNHFgwu8wiVLPcziiRfljHClrWpRzW-3J4",{"id":1283,"title":1284,"affiliation":1285,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1286,"legacy":47,"linkedin":1287,"meta":1288,"name":1290,"navigation":15,"path":1291,"photo":34,"role":34,"seo":1292,"stem":1293,"topic":1294,"website":34,"__hash__":1295},"faculty/faculty/petra-keller-gueguen.json","Petra Keller Gueguen","Federal Statistical Office FSO","https://cms.thegovlab.com/assets/13164688-806d-4e0f-ad7e-2a3ceb3e4c86","https://www.linkedin.com/in/petra-keller-gu%C3%A9guen-1b58264a/",{"slug":1289},"petra-keller-gueguen","Petra Keller Guéguen","/faculty/petra-keller-gueguen",{},"faculty/petra-keller-gueguen","Agriculture and voting results: 2 use cases for successful data stewardship","Urak9ekI5LPju5tXbCLNHMy4FFgSvEZjhMxaGoK48U4",{"id":1297,"title":1298,"affiliation":1299,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1300,"legacy":15,"linkedin":1301,"meta":1302,"name":1298,"navigation":15,"path":1304,"photo":34,"role":34,"seo":1305,"stem":1306,"topic":34,"website":34,"__hash__":1307},"faculty/faculty/pieter-de-leenheer.json","Pieter De Leenheer","DNAnexus, Collibra","https://cms.thegovlab.com/assets/4b3efc00-c8b9-4f27-9bc4-b5aa3bc7b28d","https://www.linkedin.com/in/pieterdeleenheer/",{"slug":1303},"pieter-de-leenheer","/faculty/pieter-de-leenheer",{},"faculty/pieter-de-leenheer","nAiKM_c4vT7YgMB6xtyozZ0sSP1dSe2FBYyadFwzBYI",{"id":1309,"title":1310,"affiliation":1311,"bio":34,"body":34,"category":92,"cohort":367,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1312,"legacy":47,"linkedin":1313,"meta":1314,"name":1316,"navigation":15,"path":1317,"photo":34,"role":34,"seo":1318,"stem":1319,"topic":1320,"website":34,"__hash__":1321},"faculty/faculty/prof-dr-maximilian-von-grafenstein.json","Prof Dr Maximilian Von Grafenstein","Humboldt Institute for Internet and Society (HIIG)","https://cms.thegovlab.com/assets/199a4fc2-a59e-40cd-9129-e1c500724065","https://www.linkedin.com/in/max-von-grafenstein-208a8632/",{"slug":1315},"prof-dr-maximilian-von-grafenstein","Prof. Dr. Maximilian von Grafenstein","/faculty/prof-dr-maximilian-von-grafenstein",{},"faculty/prof-dr-maximilian-von-grafenstein","Regulatory component to data sharing & pre-conditions for data governance and re-use","yw8vqvESuFtOZy5-U5JYfG2vp-D9avyR5X8pvXyC7s8",{"id":1323,"title":1324,"affiliation":1325,"bio":34,"body":34,"category":92,"cohort":367,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1326,"legacy":47,"linkedin":1327,"meta":1328,"name":1330,"navigation":15,"path":1331,"photo":34,"role":34,"seo":1332,"stem":1333,"topic":1334,"website":34,"__hash__":1335},"faculty/faculty/prof-ingmar-weber.json","Prof Ingmar Weber","University of Saarland","https://cms.thegovlab.com/assets/955b4d7d-da9f-45df-b55b-343053d0b05d","https://www.linkedin.com/in/ingmarweber/",{"slug":1329},"prof-ingmar-weber","Prof. Ingmar Weber","/faculty/prof-ingmar-weber",{},"faculty/prof-ingmar-weber","Computing for Society/Social Good","ePpzAhfnIE9mCjxcBmbJGDxpIVRb0-hToWFYEWasY5s",{"id":1337,"title":1338,"affiliation":34,"bio":1339,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1340,"legacy":47,"linkedin":1341,"meta":1342,"name":1344,"navigation":15,"path":1345,"photo":34,"role":34,"seo":1346,"stem":1347,"topic":34,"website":34,"__hash__":1348},"faculty/faculty/professor-brian-head-fassa.json","Professor Brian Head Fassa","\u003Cp>Professor Brian Head is a leading authority on public policy and governance, with extensive experience working across government, universities and the non-government sector. He is currently the President of the Scientific Advisory Committee for the UNESCO social sciences program and is a Fellow of the Academy of the Social Sciences in Australia.\u003C/p>\n\u003Cp>His work focuses on evidence-informed policy, policy expertise and complex or ‘wicked’ problems, with a long-standing commitment to bridging research, policy and practice. Professor Head has advised state and federal governments, contributed to major policy reviews, and delivered keynote addresses at national and international forums, including those organised by the OECD.\u003C/p>","https://cms.thegovlab.com/assets/78d98826-ff3d-4072-8992-ae5ec530b99c","https://www.linkedin.com/in/brian-head-377b7b15/",{"slug":1343},"professor-brian-head-fassa","Professor Brian Head FASSA","/faculty/professor-brian-head-fassa",{},"faculty/professor-brian-head-fassa","ISkmG6eQk4OVvOmFtV0GLkG0lVzQklOWBOHA0Rio7h8",{"id":1350,"title":1351,"affiliation":34,"bio":1352,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1353,"legacy":47,"linkedin":1354,"meta":1355,"name":1357,"navigation":15,"path":1358,"photo":34,"role":34,"seo":1359,"stem":1360,"topic":34,"website":34,"__hash__":1361},"faculty/faculty/professor-tahu-kukutai-phd-frsnz.json","Professor Tahu Kukutai Phd Frsnz","\u003Cp>Tahu Kukutai is Professor of Demography at Te Ngira Institute for Population Research and Co-Director of Ngā Pae o te Māramatanga Centre of Research Excellence. Tahu specialises in Māori and Indigenous demography and data sovereignty and has received a number of awards for her contribution to these fields. Her recent publications include \u003Cu>\u003Ca href=\"https://press.anu.edu.au/publications/series/caepr/indigenous-data-sovereignty\" target=\"_blank\" rel=\"noopener\">Indigenous data sovereignty: Toward an agenda\u003C/a>\u003C/u> (ANU Press), \u003Cu>\u003Ca href=\"https://www.taylorfrancis.com/books/oa-edit/10.4324/9780429273957/indigenous-data-sovereignty-policy-maggie-walter-tahu-kukutai-stephanie-russo-carroll-desi-rodriguez-lonebear\" target=\"_blank\" rel=\"noopener\">Indigenous data sovereignty and policy\u003C/a>\u003C/u> (Routledge), The \u003Cu>\u003Ca href=\"https://academic.oup.com/edited-volume/37077\">Oxford handbook of Indigenous sociology\u003C/a>\u003C/u> (Oxford), \u003Cu>\u003Ca href=\"https://www.routledge.com/Indigenous-Statistics-A-Quantitative-Research-Methodology/Walter-Andersen-Kukutai-Gabel/p/book/9781032002507?srsltid=AfmBOoqPLZnF318mBsuzlutgUWnCLEk1KjuEMjPAfaD6IfyzsMPYfn39\" target=\"_blank\" rel=\"noopener\">Indigenous statistics: From data deficits to data sovereignty\u003C/a>\u003C/u> (Routledge) and the \u003Cu>\u003Ca href=\"https://www.kahuiraraunga.io/maoridatagovernance\" target=\"_blank\" rel=\"noopener\">Māori Data Governance Model\u003C/a>\u003C/u> (Te Kāhui Raraunga). Tahu has undertaken research for numerous tribes, Māori communities, and Government agencies, and provided strategic advice across a range of sectors. She is a founding member of the Māori Data Sovereignty Network Te Mana Raraunga and the Global Indigenous Data Alliance.\u003C/p>\n\u003Cp>Tahu is an elected Fellow of the Royal Society Te Apārangi and a Life Member of the Population Association of New Zealand. Her affiliations are Ngāti Tiipa, Ngāti Māhanga, Ngāti Kinohaku and Te Aupōuri.\u003C/p>","https://cms.thegovlab.com/assets/0de27b97-53c6-46ba-b2df-87d124b6fe35","https://www.linkedin.com/in/tahu-kukutai-phd-frsnz-167810/",{"slug":1356},"professor-tahu-kukutai-phd-frsnz","Professor Tahu Kukutai, PhD FRSNZ","/faculty/professor-tahu-kukutai-phd-frsnz",{},"faculty/professor-tahu-kukutai-phd-frsnz","Lzmn4cLNPFj29qN6t0_uVa3e7Lmqof_E9_rDqxsznIs",{"id":1363,"title":1364,"affiliation":1365,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1366,"legacy":15,"linkedin":1367,"meta":1368,"name":1364,"navigation":15,"path":1370,"photo":34,"role":34,"seo":1371,"stem":1372,"topic":34,"website":34,"__hash__":1373},"faculty/faculty/rachel-wells.json","Rachel Wells","Datakind","https://cms.thegovlab.com/assets/f8e45cd8-70a5-44f7-a129-241c854ead8b","https://www.linkedin.com/in/rachellaurynwells/",{"slug":1369},"rachel-wells","/faculty/rachel-wells",{},"faculty/rachel-wells","Zd9QUrN8U6ZrsSjhy-DLWFIY0ZYcw7MdP2uG5IdoZDs",{"id":1375,"title":1376,"affiliation":1377,"bio":34,"body":34,"category":92,"cohort":367,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1378,"legacy":47,"linkedin":1379,"meta":1380,"name":1376,"navigation":15,"path":1382,"photo":34,"role":34,"seo":1383,"stem":1384,"topic":1385,"website":34,"__hash__":1386},"faculty/faculty/ramy-hcini.json","Ramy Hcini","Think-It","https://cms.thegovlab.com/assets/8405f27d-b2e7-498e-aeb2-34b15fc92119","https://www.linkedin.com/in/ramy-hcini/",{"slug":1381},"ramy-hcini","/faculty/ramy-hcini",{},"faculty/ramy-hcini","Data Spaces in the context of matching demand and supply and security","-rWrvlNEWCn3XBHQmb9CWYvT0ahjPATj9z7NS8LhpXg",{"id":1388,"title":1389,"affiliation":1390,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1391,"legacy":15,"linkedin":1392,"meta":1393,"name":1389,"navigation":15,"path":1395,"photo":34,"role":34,"seo":1396,"stem":1397,"topic":34,"website":34,"__hash__":1398},"faculty/faculty/richard-benjamins.json","Richard Benjamins","OdiseIA","https://cms.thegovlab.com/assets/1b4d1a3a-4bc9-46bb-8f4c-59001cee0bdb","https://www.linkedin.com/in/richard-benjamins/",{"slug":1394},"richard-benjamins","/faculty/richard-benjamins",{},"faculty/richard-benjamins","qVN1VHgFK92frM8UkhDTLNHl1e7fKik9zKgXft5EHhY",{"id":1400,"title":1401,"affiliation":34,"bio":1402,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1403,"legacy":47,"linkedin":34,"meta":1404,"name":1401,"navigation":15,"path":1406,"photo":34,"role":1407,"seo":1408,"stem":1409,"topic":34,"website":34,"__hash__":1410},"faculty/faculty/roshni-singh.json","Roshni Singh","Roshni Singh is a Researcher at The GovLab. She holds a Master’s degree in International Affairs from The New School, with a concentration in conflict and security, and a Bachelor of Arts in Liberal Arts, where she designed her own major titled 'The Politics of Injustice: Examining the 'Other' in International Law and Security.' Roshni has worked with organizations such as UNHCR, the International Rescue Committee, and Generation Citizen, focusing on research and policy analysis. As a passionate advocate for human rights and refugee protection, her work at the Ritsona Refugee Camp and other initiatives highlights her commitment to making a positive social impact.","https://cms.thegovlab.com/assets/d04e315a-34dc-4939-abb2-9c276d703a30",{"slug":1405},"roshni-singh","/faculty/roshni-singh","Researcher",{},"faculty/roshni-singh","kUaO0OcbTVbPEwRHOjfHOS7QHtVgeVjEWIuGL18ywrM",{"id":1412,"title":1413,"affiliation":1414,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1415,"legacy":47,"linkedin":34,"meta":1416,"name":1413,"navigation":15,"path":1418,"photo":34,"role":34,"seo":1419,"stem":1420,"topic":1421,"website":34,"__hash__":1422},"faculty/faculty/ross-purves.json","Ross Purves","University of Zürich","https://cms.thegovlab.com/assets/760a7335-c0af-4597-9f96-96e39bae928d",{"slug":1417},"ross-purves","/faculty/ross-purves",{},"faculty/ross-purves","Teaching with and about (Open)(Government) data","y1f3pdZUzV6y2h-35-8fSldW2Z6ct7TajTj1ikGqh8c",{"id":1424,"title":1425,"affiliation":1426,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1427,"legacy":15,"linkedin":1428,"meta":1429,"name":1425,"navigation":15,"path":1431,"photo":34,"role":34,"seo":1432,"stem":1433,"topic":34,"website":34,"__hash__":1434},"faculty/faculty/rudi-borrmann.json","Rudi Borrmann","Open Government Partnership","https://cms.thegovlab.com/assets/efeb6c92-a5bf-4d70-8af0-5c3f568e70ba","https://www.linkedin.com/in/rudiborrmann/",{"slug":1430},"rudi-borrmann","/faculty/rudi-borrmann",{},"faculty/rudi-borrmann","S95VUc9mtByKc1NUVAzZHo4KBPBdauoJdxLVaVn6Mbw",{"id":1436,"title":1437,"affiliation":1438,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1439,"legacy":47,"linkedin":1440,"meta":1441,"name":1437,"navigation":15,"path":1443,"photo":34,"role":34,"seo":1444,"stem":1445,"topic":1446,"website":34,"__hash__":1447},"faculty/faculty/sachit-mahajan.json","Sachit Mahajan","ETH Zürich","https://cms.thegovlab.com/assets/2a8243e0-6507-43ca-8eb5-641cb710de93","https://www.linkedin.com/in/sachit-mahajan-9052b745/",{"slug":1442},"sachit-mahajan","/faculty/sachit-mahajan",{},"faculty/sachit-mahajan","Designing Routing as Civic Infrastructure: Open, Interoperable, Reusable","h2TFPUORfSpJrqXTOYHtmXLzbLYs7bNnHgPb79YXW6g",{"id":1449,"title":1450,"affiliation":34,"bio":1451,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1452,"legacy":47,"linkedin":34,"meta":1453,"name":1450,"navigation":15,"path":1455,"photo":34,"role":1456,"seo":1457,"stem":1458,"topic":34,"website":34,"__hash__":1459},"faculty/faculty/sampriti-saxena.json","Sampriti Saxena","Sampriti Saxena is a research intern at The GovLab. She recently completed her master’s degree in International Social Public Policy with a specialization in Development from the London School of Economics. At The GovLab, she supports the Data Program research team across a number of their projects. Sampriti also holds a bachelor’s degree in Economics with a double minor in Global Studies and French from the University of California, Berkeley.","https://cms.thegovlab.com/assets/7d058427-033e-421d-9960-6fa6dada36bb",{"slug":1454},"sampriti-saxena","/faculty/sampriti-saxena","Research Intern",{},"faculty/sampriti-saxena","1lFtbfZZp9b1-kPQmsAfiyWL97jl9yyGknrizGeyyQQ",{"id":1461,"title":1462,"affiliation":1463,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1464,"legacy":47,"linkedin":1465,"meta":1466,"name":1462,"navigation":15,"path":1468,"photo":34,"role":34,"seo":1469,"stem":1470,"topic":1471,"website":34,"__hash__":1472},"faculty/faculty/sebastian-sigloch.json","Sebastian Sigloch","Switch","https://cms.thegovlab.com/assets/ba59d107-03c4-4ef2-bf4d-55c2f6377c76","https://www.linkedin.com/in/sebastian-s-3889b024a/",{"slug":1467},"sebastian-sigloch","/faculty/sebastian-sigloch",{},"faculty/sebastian-sigloch","Switch Data","0kYV6nwaqMpwvxd2A511FYmQqP7CvEYqhjs2h4ZyaTA",{"id":1474,"title":1475,"affiliation":827,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1476,"legacy":15,"linkedin":1477,"meta":1478,"name":1475,"navigation":15,"path":1480,"photo":34,"role":34,"seo":1481,"stem":1482,"topic":34,"website":34,"__hash__":1483},"faculty/faculty/shanna-crumley.json","Shanna Crumley","https://cms.thegovlab.com/assets/bfe62fac-d24c-4f90-9698-f67638348b00","https://www.linkedin.com/in/shannacrumley/",{"slug":1479},"shanna-crumley","/faculty/shanna-crumley",{},"faculty/shanna-crumley","iXUsWMnMY6mPvKHDLhgAZyhxocsHbNxH-_5w1E3Ffww",{"id":1485,"title":1486,"affiliation":827,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1487,"legacy":15,"linkedin":1488,"meta":1489,"name":1486,"navigation":15,"path":1491,"photo":34,"role":34,"seo":1492,"stem":1493,"topic":34,"website":34,"__hash__":1494},"faculty/faculty/smita-jain.json","Smita Jain","https://cms.thegovlab.com/assets/3dbab9bf-ab59-4ff4-8a3c-56310b628071","https://www.linkedin.com/in/smita-jain1/",{"slug":1490},"smita-jain","/faculty/smita-jain",{},"faculty/smita-jain","g6qNp1x4R9a3MCXfGu-OOgoj8Dze1jUxqKdMuaw29M4",{"id":1496,"title":1497,"affiliation":1498,"bio":1499,"body":34,"category":78,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1500,"legacy":47,"linkedin":1501,"meta":1502,"name":1497,"navigation":15,"path":1504,"photo":34,"role":1505,"seo":1506,"stem":1507,"topic":34,"website":34,"__hash__":1508},"faculty/faculty/stefaan-verhulst.json","Stefaan Verhulst","Data Stewards Founder","\u003Cp dir=\"ltr\">\u003Cstrong>Dr. Stefaan Verhulst \u003C/strong>is Co-Founder of the DataTank and The GovLab and the main lecturer of the data stewardship academy. In addition, he is a Research Professor at the Center for Urban Science and Progress at the Tandon School of Engineering of New York University; and a Senior Advisor to the Markle Foundation where he spent more than a decade as Chief of Research. He is also the Editor-in-Chief of the open-access journal Data & Policy (Cambridge University Press); the Research Director of the MacArthur Research Network on Opening Governance; Chair of the Data for Children Collaborative with Unicef; a member of the High-Level Expert Group to the European Commission on Business-to-Government Data Sharing; and of the Expert Group to Eurostat on using Private Sector data for Official Statistics. In addition he is also a member of the UNESCO Information Ethics Working Group; Researcher at the ISI Foundation (Torino, Italy); Senior Researcher at SMIT (Studies in Media, Innovation and Technology) at the Free University of Brussels (VUB) . In 2018 he was recognized as one of the 10 Most Influential Academics in Digital Government globally (by the global policy platform Apolitical). Previously at Oxford University, he was the UNESCO Chairholder in Communications Law and Policy and co-founded and was the Head of the Program in Comparative Media Law and Policy at the Center for Socio-Legal Studies. He was the Socio-Legal Fellow at Wolfson College, and is still an emeritus fellow at Oxford. He also taught for several years at the London School of Economics and was Co-Founder and Co-Director of the International Media and Info-Comms Policy and Law Studies (IMPS) at the University of Glasgow School of Law.\u003C/p>\n\u003Cp>He has published widely - including seven books- and his writings and work have appeared in the Harvard Business Review, Stanford Social Innovation Review, Project Syndicate, Wall Street Journal, and The Conversation (among many other outlets). He is asked regularly to present at international conferences including, for instance, TED, Collision, and the UN World Data Forum. Numerous organizations have sought his counsel on a variety of topics including data and AI governance - including the WorldBank; IDB, CAP, USAID, DFID, IDRC, AFP, the European Commission, Council of Europe, the World Economic Forum, UNICEF, OECD, UN-OCHA, UNDP, UNESCO and several other international and national private and public organizations. He is also a Linkedin Learning instructor seeking to democratize the practice of data stewardship globally.\u003C/p>","https://cms.thegovlab.com/assets/5f5b52b5-44d9-4840-88f3-8ac6e9cb5ae2","https://www.linkedin.com/in/stefaan-verhulst/",{"slug":1503},"stefaan-verhulst","/faculty/stefaan-verhulst","Course Lead",{},"faculty/stefaan-verhulst","OU0_J9qbLAdOggqbBTXHGlhgyazJ7eKPpwEn4eIiPdA",{"id":1510,"title":1511,"affiliation":1512,"bio":34,"body":34,"category":92,"cohort":381,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1513,"legacy":47,"linkedin":1514,"meta":1515,"name":1511,"navigation":15,"path":1517,"photo":34,"role":34,"seo":1518,"stem":1519,"topic":1520,"website":34,"__hash__":1521},"faculty/faculty/stefan-metzger.json","Stefan Metzger","Beyond Civic","https://cms.thegovlab.com/assets/0da4a628-95f3-434f-8281-043a04c9db29","https://www.linkedin.com/in/stefan-p-metzger/",{"slug":1516},"stefan-metzger","/faculty/stefan-metzger",{},"faculty/stefan-metzger","TriRegio Data Space / Data Space Concept","Si9xi0nfhdPCS4LYK1_0Zl3GtlwKsgmkY3IkaVGxIjM",{"id":1523,"title":1524,"affiliation":1525,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1526,"legacy":15,"linkedin":1527,"meta":1528,"name":1524,"navigation":15,"path":1530,"photo":34,"role":34,"seo":1531,"stem":1532,"topic":34,"website":34,"__hash__":1533},"faculty/faculty/stephen-chacha.json","Stephen Chacha","Development Transformations","https://cms.thegovlab.com/assets/a07ea099-6032-439c-b046-5ccb7f7c31f6","https://www.linkedin.com/in/stephenchacha/",{"slug":1529},"stephen-chacha","/faculty/stephen-chacha",{},"faculty/stephen-chacha","XFQOVAoxxF-67x3MvbGeTd21mOgiVjsQQPfmiv5hsA0",{"id":1535,"title":1536,"affiliation":1537,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1538,"legacy":15,"linkedin":1539,"meta":1540,"name":1536,"navigation":15,"path":1542,"photo":34,"role":34,"seo":1543,"stem":1544,"topic":34,"website":34,"__hash__":1545},"faculty/faculty/stuart-campo.json","Stuart Campo","IOM UN Migration","https://cms.thegovlab.com/assets/f0c094cc-6f8b-4ed2-a06f-9e11b0992bc2","https://www.linkedin.com/in/stuart-campo-102182a/",{"slug":1541},"stuart-campo","/faculty/stuart-campo",{},"faculty/stuart-campo","xXK07w7YG_SxEIXVQ7xX6hefQP1-rtKW0CU4ggTVc_w",{"id":1547,"title":1548,"affiliation":1549,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1550,"legacy":15,"linkedin":1551,"meta":1552,"name":1548,"navigation":15,"path":1554,"photo":34,"role":34,"seo":1555,"stem":1556,"topic":34,"website":34,"__hash__":1557},"faculty/faculty/tyler-kleykamp.json","Tyler Kleykamp","Connecticut Foodshare","https://cms.thegovlab.com/assets/93f81f60-f2fd-48bf-a4ba-edf9a5f76ed1","https://www.linkedin.com/in/tyler-kleykamp/",{"slug":1553},"tyler-kleykamp","/faculty/tyler-kleykamp",{},"faculty/tyler-kleykamp","DOVnyGWVqDjwZO2jmL5sZtThIYSc2L4-qLXFkUbHh6I",{"id":1559,"title":1560,"affiliation":34,"bio":1561,"body":34,"category":65,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1562,"legacy":47,"linkedin":34,"meta":1563,"name":1560,"navigation":15,"path":1565,"photo":34,"role":1120,"seo":1566,"stem":1567,"topic":34,"website":34,"__hash__":1568},"faculty/faculty/uma-kalkar.json","Uma Kalkar","Uma Kalkar is a research assistant at The GovLab and a dual-degree candidate for a Master of Public Policy specializing in Digital and New Technology at The Paris Institute of Political Studies (Sciences Po) and a Master of Global Affairs at the University of Toronto. She is also the Innovation Director of 18by Vote, a youth-led non-profit that helps 16, 17, and 18-year-olds understand how to vote, when to vote, and why to vote. Her work focuses on digital inequities, open data initiatives, and civic organizing in digital spaces. Uma was a 2019-2020 Presidential Fellow at the Center for the Study of the Presidency and Congress (CSPC) researching the political effects of the urban-rural digital divide in the United States. Uma holds a B.Sc. (Honors) majoring in Peace, Conflict, and Justice and double minoring in Mathematics and Biology from the University of Toronto.","https://cms.thegovlab.com/assets/32ba2a39-f9a4-4a58-8488-957ccdd54b41",{"slug":1564},"uma-kalkar","/faculty/uma-kalkar",{},"faculty/uma-kalkar","19ZAaVczDlFV-CVrOsdscP-9-93mnw4uUTgdHt78-6I",{"id":1570,"title":1571,"affiliation":1572,"bio":34,"body":34,"category":92,"cohort":121,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1573,"legacy":15,"linkedin":1574,"meta":1575,"name":1571,"navigation":15,"path":1577,"photo":34,"role":34,"seo":1578,"stem":1579,"topic":34,"website":34,"__hash__":1580},"faculty/faculty/valentin-muresan.json","Valentin Muresan","ABQ.Institute, Equal 1, Primăria Municipiului Timișoara","https://cms.thegovlab.com/assets/48264b87-4afd-423b-bc22-60ea1553179f","https://www.linkedin.com/in/valmuresan/",{"slug":1576},"valentin-muresan","/faculty/valentin-muresan",{},"faculty/valentin-muresan","bMedh5cgp7_cnJQAqbyIyK6naTlb14-9oRlJ539yl5Q",{"id":1582,"title":1583,"affiliation":1377,"bio":34,"body":34,"category":92,"cohort":367,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1584,"legacy":47,"linkedin":1585,"meta":1586,"name":1583,"navigation":15,"path":1588,"photo":34,"role":34,"seo":1589,"stem":1590,"topic":1385,"website":34,"__hash__":1591},"faculty/faculty/wassim-kallel.json","Wassim Kallel","https://cms.thegovlab.com/assets/7fc3249b-36ae-4bf2-8a24-f17915701918","https://www.linkedin.com/in/wassimkallel/",{"slug":1587},"wassim-kallel","/faculty/wassim-kallel",{},"faculty/wassim-kallel","vHzByAWe3IfptF8--3FBseOaOdIP_uSWNAH37IgoZbs",{"id":1593,"title":1594,"affiliation":1595,"bio":34,"body":34,"category":92,"cohort":666,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1596,"legacy":47,"linkedin":1597,"meta":1598,"name":1594,"navigation":15,"path":1600,"photo":34,"role":34,"seo":1601,"stem":1602,"topic":1603,"website":34,"__hash__":1604},"faculty/faculty/yannik-sassmann.json","Yannik Sassmann","Federal Ministry of Economic Cooperation and Development (BMZ)","https://cms.thegovlab.com/assets/39964c54-c032-44ee-855f-ea9a59546eb5","https://www.linkedin.com/in/yannik-sassmann/",{"slug":1599},"yannik-sassmann","/faculty/yannik-sassmann",{},"faculty/yannik-sassmann","BMZ Data and AI Lab","ZlegG-Md_hy5eQodCby9lZL8eA_6iQMH6KvMupVtYeA",1781873986548]