[{"data":1,"prerenderedAt":1600},["ShallowReactive",2],{"page-config-/news/govlab-summer-readings-a-review-of-major-publications-from-2023":3,"news-post-govlab-summer-readings-a-review-of-major-publications-from-2023":38,"all-faculty-news-detail":56},{"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":34,"videoUrl":34,"__hash__":55},"blogposts/blogposts/govlab-summer-readings-a-review-of-major-publications-from-2023.json","GovLab Summer Readings: A Review of Major Publications from 2023","The GovLab",[],"blog","2023-07-18T18:01:44","It's July once again, and, many people in the Northern Hemisphere, are seeking a break from the daily grind and seeking for readings to...","json",false,"https://cdn-images-1.medium.com/max/800/0*gAzvl2_wYalpbT8p","\n\u003Csection name=\"eaac\" class=\"section section--body section--first section--last\">\u003Cdiv class=\"section-divider\">\u003Chr class=\"section-divider\">\u003C/div>\u003Cdiv class=\"section-content\">\u003Cdiv class=\"section-inner sectionLayout--insetColumn\">\u003Ch3 name=\"08ee\" id=\"08ee\" class=\"graf graf--h3 graf--leading graf--title\">GovLab Summer Readings: A Review of Major Publications from&nbsp;2023\u003C/h3>\u003Cfigure name=\"4e8a\" id=\"4e8a\" class=\"graf graf--figure graf-after--h3\">\u003Cimg class=\"graf-image\" data-image-id=\"0*gAzvl2_wYalpbT8p\" data-width=\"1000\" data-height=\"667\" data-is-featured=\"true\" src=\"https://cdn-images-1.medium.com/max/800/0*gAzvl2_wYalpbT8p\">\u003Cfigcaption class=\"imageCaption\">\u003Cem class=\"markup--em markup--figure-em\">Cover image by \u003C/em>\u003Ca href=\"https://unsplash.com/@yanneskiefer\" data-href=\"https://unsplash.com/@yanneskiefer\" class=\"markup--anchor markup--figure-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--figure-em\">Yannes Kiefer\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--figure-em\"> | Unsplash is licensed under&nbsp;CC0.\u003C/em>\u003C/figcaption>\u003C/figure>\u003Cp name=\"5987\" id=\"5987\" class=\"graf graf--p graf-after--figure\">It’s July once again, and, many people in the Northern Hemisphere are seeking a break from the daily grind and seeking for readings to stay up to date and refresh their knowledge.\u003C/p>\u003Cp name=\"8286\" id=\"8286\" class=\"graf graf--p graf-after--p\">In this blog post, we hope to provide those taking vacation with a collection of some of our most recent literature — which covers COVID-19, artificial intelligence, open data, and innovation.\u003C/p>\u003Cp name=\"2e08\" id=\"2e08\" class=\"graf graf--p graf-after--p\">Those seeking more can find additional content of potential interest in the \u003Ca href=\"https://thelivinglib.org/\" data-href=\"https://thelivinglib.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Living Library\u003C/a>.\u003C/p>\u003Ch3 name=\"4497\" id=\"4497\" class=\"graf graf--h3 graf-after--p\">Papers and&nbsp;Reports\u003C/h3>\u003Cp name=\"1223\" id=\"1223\" class=\"graf graf--p graf-after--h3\">\u003Ca href=\"https://review.data4covid19.org/\" data-href=\"https://review.data4covid19.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Data4COVID19 Review: Assessing the Use of Non-Traditional Data During a Pandemic Crisis\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Hannah Chafetz, Andrew J. Zahuranec, Sara Marcucci, Behruz Davletov, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"fce7\" id=\"fce7\" class=\"graf graf--p graf-after--p\">With support from the Knight Foundation, The GovLab’s Hannah Chafetz, Andrew J. Zahuranec, Sara Marcucci, Behruz Davletov, and Stefaan Verhulst conducted year-long research on “if and how non-traditional data was used during the different waves of the COVID-19 pandemic and to provide guidance for how future data systems may be more effectively employed in future dynamic crises.”\u003C/p>\u003Cp name=\"0caf\" id=\"0caf\" class=\"graf graf--p graf-after--p\">Make sure to check out the \u003Ca href=\"https://static1.squarespace.com/static/6228efe9bbdd294f0d98edfe/t/6361b53bd7cff8433cae6780/1667347780763/Data4COVID19+Review_Full+Report_31.10.22.pdf\" data-href=\"https://static1.squarespace.com/static/6228efe9bbdd294f0d98edfe/t/6361b53bd7cff8433cae6780/1667347780763/Data4COVID19+Review_Full+Report_31.10.22.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">full report\u003C/a> and the two primers on “\u003Ca href=\"https://static1.squarespace.com/static/6228efe9bbdd294f0d98edfe/t/638e6e0ea652fc3e1079d1d4/1670278671228/What+is+non-traditional+data_+11.30+%281%29.pdf\" data-href=\"https://static1.squarespace.com/static/6228efe9bbdd294f0d98edfe/t/638e6e0ea652fc3e1079d1d4/1670278671228/What+is+non-traditional+data_+11.30+%281%29.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">What is Non-Traditional Data?\u003C/a>” and “\u003Ca href=\"https://static1.squarespace.com/static/6228efe9bbdd294f0d98edfe/t/6390eb481573755e3821e18d/1670441800478/Learnings+From+COVID-19+11.30+%281%29.pdf\" data-href=\"https://static1.squarespace.com/static/6228efe9bbdd294f0d98edfe/t/6390eb481573755e3821e18d/1670441800478/Learnings+From+COVID-19+11.30+%281%29.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Lessons from COVID-19\u003C/a>.”\u003C/p>\u003Cp name=\"10e1\" id=\"10e1\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/case-study-data-collaborative-case-study-nyc-recovery-data-partnership/index.html\" data-href=\"https://opendatapolicylab.org/articles/case-study-data-collaborative-case-study-nyc-recovery-data-partnership/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Collaborative Case Study: NYC Recovery Data Partnership\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"c411\" id=\"c411\" class=\"graf graf--p graf-after--p\">In March, the Open Data Policy Lab published a new report exploring an innovative approach to data collaboration: The New York Recovery Data Partnership. Launched amid the COVID-19 pandemic, the initiative gave city agencies access to non-traditional data — data that is digitally captured, mediated or observed using new instrumentation mechanisms, often privately held and used for purposes unrelated to its initial collection — to respond to the crisis. The case study examines how cities can establish trusted intermediaries to facilitate innovative research and policymaking.\u003C/p>\u003Cp name=\"93e7\" id=\"93e7\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4284013\" data-href=\"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4284013\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">AI Localism in Practice: Examining How Cities Govern AI\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Sara Marcucci, Uma Kalkar, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"cac4\" id=\"cac4\" class=\"graf graf--p graf-after--p\">The rapid growth of cities and advances in data has led to the growing adoption of artificial intelligence (AI) and other automated systems in cities across the world. In fact, research shows that cities and states are leading the charge in developing governance frameworks and implementing policies at a quicker, more direct, and more impactful level than their national counterparts because of the “immediacy and proximity” of policy needs and responses. Yet the expanded use of AI by municipalities raises new questions about what constitutes appropriate and ethical use of the technology and their governance models.\u003C/p>\u003Cp name=\"5f60\" id=\"5f60\" class=\"graf graf--p graf-after--p\">This report aims to serve as a primer for policymakers and practitioners to learn about current governance practices and inspire their own work in the field. In this report, we present the fundamentals of AI governance, the value proposition of such initiatives, and their application in cities worldwide to identify themes among city- and state-led governance actions. We close with ten lessons on AI Localism for policymakers, data, AI experts, and the informed public to keep in mind as cities grow increasingly “smarter.”\u003C/p>\u003Cp name=\"8840\" id=\"8840\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://arxiv.org/abs/2302.13731\" data-href=\"https://arxiv.org/abs/2302.13731\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Mapping and Comparing Data Governance Frameworks: A benchmarking exercise to inform global data governance deliberations\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Sara Marcucci, Natalia Gonzalez Alarcon, Stefaan G. Verhulst, and Elena Wullhorst\u003C/strong>\u003C/p>\u003Cp name=\"59b6\" id=\"59b6\" class=\"graf graf--p graf-after--p\">Earlier this year, the United Nations System Chief Executives Board for Coordination endorsed “\u003Ca href=\"https://unsceb.org/international-data-governance-pathways-progress\" data-href=\"https://unsceb.org/international-data-governance-pathways-progress\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">International Data Governance — Pathways to Progress\u003C/a>”, a paper developed through the High-level Committee on Programmes (HLCP) Working Group on International Data Governance. The document “articulates a vision for the governance of data at the international level and its annexes can serve as an analytical resource to support Member States’ efforts.”\u003C/p>\u003Cp name=\"3b56\" id=\"3b56\" class=\"graf graf--p graf-after--p\">To inform HCLP, The GovLab developed a paper on “\u003Ca href=\"https://unsceb.org/sites/default/files/2023-05/Annex%201%20-%20Mapping%20and%20Comparing%20Data%20Governance%20Frameworks.pdf\" data-href=\"https://unsceb.org/sites/default/files/2023-05/Annex%201%20-%20Mapping%20and%20Comparing%20Data%20Governance%20Frameworks.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Mapping and Comparing Data Governance Frameworks — A benchmarking exercise to inform global data governance deliberations.\u003C/a>” (Sara Marcucci, Natalia González Alarcón, Stefaan G. Verhulst, and Elena Wüllhorst) which was also released simultaneously. As the title suggests, this annex compares patterns in the data governance ecosystem as a means of highlighting the need for a more holistic, coordinated, transnational approach to data governance to manage the global flow of data in the public interest. It makes several recommendations to data practitioners, including embracing data stewardship, focusing on responsible re-use, harmonizing terms, and developing broad frameworks to anchor work.\u003C/p>\u003Ch3 name=\"d4b1\" id=\"d4b1\" class=\"graf graf--h3 graf-after--p\">Tools and&nbsp;Training\u003C/h3>\u003Cp name=\"e683\" id=\"e683\" class=\"graf graf--p graf-after--h3\">\u003Ca href=\"https://incubator.opendatapolicylab.org/files/ODPLTool_ProblemDefinition.pdf\" data-href=\"https://incubator.opendatapolicylab.org/files/ODPLTool_ProblemDefinition.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">How to Master the Practice of Defining Problems: Problem Definition Tool\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec, Stefaan Verhulst, and Andrew Young\u003C/strong>\u003C/p>\u003Cp name=\"6670\" id=\"6670\" class=\"graf graf--p graf-after--p\">What does it take to address a public problem leveraging data? The first step is defining what the problem is. Yesterday, The Open Data Policy Lab released its latest resource to help data practitioners better define their problems: “How to Master the Practice of Defining Problems: Problem Definition Tool.”\u003C/p>\u003Cp name=\"358c\" id=\"358c\" class=\"graf graf--p graf-after--p\">Derived from a model developed through years of practice, this tool guides practitioners through different stages to ensure that the work they conduct is as actionable as possible. It offers guidance, brainstorming exercises, and supplementary resources. Individuals can use the tool to document a problem; clarify it; map the topic area; articulate a problem question, and develop a theory of change.\u003C/p>\u003Cp name=\"a018\" id=\"a018\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://repository.opendatapolicylab.org/\" data-href=\"https://repository.opendatapolicylab.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The State of Open Data Policy Repository\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"5dbd\" id=\"5dbd\" class=\"graf graf--p graf-after--p\">In January, the Open Data Policy Lab launched the State of Open Data Policy Repository, a collection of recent policy developments surrounding open data, data reuse, and data collaboration around the world.\u003C/p>\u003Cp name=\"ec5f\" id=\"ec5f\" class=\"graf graf--p graf-after--p\">A refinement of compilation of policies launched at the Open Data Policy Summit last year, the State of Open Data Policy Online Repository is an interactive resource that looks at recent legislation, directives, and proposals that affect open data and data collaboration all around the world. It captures what kinds of data collaboration issues policy makers are currently focused on and where the momentum for data innovation is heading in countries around the world. Users can filter policies according to region, country, focus and type of data sharing. The review currently has roughly 60 entries.\u003C/p>\u003Cp name=\"e1af\" id=\"e1af\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://directus.thegovlab.com/uploads/odpl_course/originals/2a20c8c7-8eac-4e8b-a5aa-1847a7e1ba94.pdf\" data-href=\"https://directus.thegovlab.com/uploads/odpl_course/originals/2a20c8c7-8eac-4e8b-a5aa-1847a7e1ba94.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 9Rs Framework: A Worksheet for Establishing the Business Case for Data Collaboration and Re-Using Data in the Public Interest\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Lisa Talia Moretti, Andrew J. Zahuranec, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"80f0\" id=\"80f0\" class=\"graf graf--p graf-after--p\">Understanding that institutions need a strong business case for opening their datasets, the 9Rs Framework provides a tool to help organizations understand and articulate the benefits that data collaboration can bring. Drawing on research and interviews with experts across sectors, the team has developed an evidence-based model for identifying why an organization might open its data and the benefits it can yield, whether that be in producing Knowledge and Insights, Improving Brand Equity, or Establishing a License to Operate.\u003C/p>\u003Cp name=\"2fe6\" id=\"2fe6\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.linkedin.com/learning/global-data-stewardship\" data-href=\"https://www.linkedin.com/learning/global-data-stewardship\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">LinkedIn Learning: Global Data Stewardship\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"248a\" id=\"248a\" class=\"graf graf--p graf-after--p\">On 4 May 2023, LinkedIn Learning released a course produced by The GovLab’s Stefaan Verhulst titled “Global Data Stewardship.” Through several modules that include short video lectures, chapter quizzes, and recommended readings, students can learn all the essential elements for serving as a data steward and managing data reuse initiatives. They can also get tips on designing and implementing the data collaboration models, governance frameworks, and infrastructure needed to exchange data responsibly, sustainably, and effectively.\u003C/p>\u003Ch3 name=\"542b\" id=\"542b\" class=\"graf graf--h3 graf-after--p\">Event Summaries:\u003C/h3>\u003Cp name=\"0795\" id=\"0795\" class=\"graf graf--p graf-after--h3\">\u003Ca href=\"https://medium.com/data-stewards-network/unleashing-the-potential-of-digital-self-determination-4b858f6d6522\" data-href=\"https://medium.com/data-stewards-network/unleashing-the-potential-of-digital-self-determination-4b858f6d6522\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Unleashing the Potential of Digital Self-Determination\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Natalia González Alarcón and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"3e1b\" id=\"3e1b\" class=\"graf graf--p graf-after--p\">The blog summarizes a panel discussion that took place on June 20th as part of the International Network on Digital Self-Determination at OGR Torino, an innovation and art hub in Turin, Italy. The panelists examined the digital self-determination principle, emphasizing its ability to empower individuals, communities, and entities, foster transparency and accountability, promote digital inclusion, and address ethical concerns surrounding emerging technologies. The conversation explored various use cases where the principle of digital self-determination enables individuals and communities to navigate the complex digital landscape while safeguarding their agency and protecting their fundamental rights. The blog explores practical approaches for implementing this concept.\u003C/p>\u003Cp name=\"1056\" id=\"1056\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/new-publication-destination-care-blocks/index.html\" data-href=\"https://opendatapolicylab.org/articles/new-publication-destination-care-blocks/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Destination? Care Blocks!\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Natalia González Alarcón, Hannah Chafetz, Diana Rodríguez Franco, Uma Kalkar, Bapu Vaitla, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"b47d\" id=\"b47d\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“Destination? Care Blocks!” summarizes the proceedings of two recent studio workshops focused on creating a new data collaborative that addresses mobility-related issues affecting the use of Care Blocks in the City of Bogotá. The discussion yielded several critical questions on how the journey to Care Blocks is experienced; what the different modes of transportation used to reach Care Blocks are; how different Care Blocks are experienced; and what the relationship between access to mobility and access to services is.\u003C/p>\u003Cp name=\"d9c9\" id=\"d9c9\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/event-an-action-plan-towards-a-new-deal-on-data-in-africa/index.html\" data-href=\"https://opendatapolicylab.org/articles/event-an-action-plan-towards-a-new-deal-on-data-in-africa/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">An Action Plan Towards a “New Deal on Data” in Africa\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew Zahuranec, Stefaan Verhulst, Sampriti Saxena, Adrienne Schmoeker, Hannah Chafetz, Charlie Martial Ngounou\u003C/strong>\u003C/p>\u003Cp name=\"8aac\" id=\"8aac\" class=\"graf graf--p graf-after--p\">This blog provides the summary of an action plan, developed in coordination with AfroLeadership and over 30 leaders from across Africa, to advance open data and data collaboration in Africa through policy. Though the partners discussed many issues, individuals honed in on four key takeaways, including developing a “New Deal” Observatory to take stock of current policies; developing a community-led platform to advance data stewardship across communities; fostering “New Deal” investments to support locally sourced solutions; and drafting a responsible data stewardship framework.\u003C/p>\u003Cp name=\"d1fc\" id=\"d1fc\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/event-moving-towards-a-new-deal-on-data-for-africa/index.html\" data-href=\"https://opendatapolicylab.org/articles/event-moving-towards-a-new-deal-on-data-for-africa/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Moving towards a “New Deal on Data” for Africa\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Hannah Chafetz, Andrew Zahuranec, Stefaan Verhulst, Sampriti Saxena, Adrienne Schmoeker, Charlie Martial Ngounou\u003C/strong>\u003C/p>\u003Cp name=\"3c2e\" id=\"3c2e\" class=\"graf graf--p graf-after--p\">In May, Hannah Chafetz, Andrew Zahuranec, Stefaan Verhulst, Sampriti Saxena, Adrienne Schmoeker, and Charlie Martial Ngounou provided a summary of the first of two Open Data Action Labs on advancing open data and data collaboration across Africa. The summary relates the event’s discussions on the state of play in terms of policies, frameworks, and strategies and then describes participants’ recommendations to increase supply, better cultivate demand, align incentives, accelerate implementation, and advance coordination.\u003C/p>\u003Cp name=\"0ef1\" id=\"0ef1\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/generative-ai-and-the-fourth-wave-of-open-data-cdc92ca3b390\" data-href=\"https://medium.com/data-stewards-network/generative-ai-and-the-fourth-wave-of-open-data-cdc92ca3b390\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Toward a Fourth Wave of Open Data?\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan G. Verhulst, Andrew J. Zahuranec, Sampriti Saxena, Adrienne Schmoeker, and Hannah Chafetz\u003C/strong>\u003C/p>\u003Cp name=\"94d7\" id=\"94d7\" class=\"graf graf--p graf-after--p\">In June, we published “Toward a Fourth Wave of Open Data,” which summarizes the outcomes of a panel conversation between Stefaan Verhulst (The GovLab), Oliver Wise (US Department of Commerce), Holly Krambeck (World Bank DataLab), Hubert Beroche (Urban AI), and Sonia Cooper (Microsoft).\u003C/p>\u003Cp name=\"b2ce\" id=\"b2ce\" class=\"graf graf--p graf-after--p\">The conversation provided several insights about the value of generative AI for open data. Oliver Wise, for example, noted how generative AI could make open data more accessible and democratize insights, but that using it on incomplete or low quality datasets could produce misinformation. Holly Krambeck similarly noted how generative AI tools could be used to bridge the skill gap between coders and non-coders while Hubert Beroche focused on how AI tools to help cities. Sonia Cooper, finally, described how Microsoft was examining how generative AI could make it easier to discover, process, and analyze data.\u003C/p>\u003Cp name=\"6f3f\" id=\"6f3f\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/event-highlights-from-panel-on-civic-trust-for-nyc-open-data-week/index.html\" data-href=\"https://opendatapolicylab.org/articles/event-highlights-from-panel-on-civic-trust-for-nyc-open-data-week/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Highlights from Panel on Civic Trust for NYC Open Data Week\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"33f9\" id=\"33f9\" class=\"graf graf--p graf-after--p\">This piece summarizes several major points from a panel hosted by The GovLab, Center for Urban Science + Progress, and NYC Civic Engagement Commission on the ways that civic trust can be used to both measure and facilitate civic trust.\u003C/p>\u003Cp name=\"29fa\" id=\"29fa\" class=\"graf graf--p graf-after--p\">The piece includes remarks from the various panelists, including Stefaan Verhulst (The GovLab), Elena Krumova (Columbia University), Maia Woluchem (Surveillance Resistance Labs), Alli Finn (Surveillance Resistance Labs), Oscar Romero (NYC Civic Engagement Commission), and Betsy MacLean (NYC Chief Engagement Officer). They describe their own views on what civic trust is, ways to meaningfully engage people, and the value that open data can provide to society.\u003C/p>\u003Cp name=\"dccf\" id=\"dccf\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/an-agenda-for-advancing-trusted-data-collaboration-in-cities-222d4889b16a\" data-href=\"https://medium.com/data-stewards-network/an-agenda-for-advancing-trusted-data-collaboration-in-cities-222d4889b16a\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">An agenda for advancing trusted data collaboration in cities\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Hannah Chafetz\u003C/strong>\u003C/p>\u003Cp name=\"4cb0\" id=\"4cb0\" class=\"graf graf--p graf-after--p\">In March, The GovLab’s Hannah Chafetz, Sampriti Saxena, Adrienne Schmoeker, Stefaan G. Verhulst, and Andrew J. Zahuranec published a blog summarizing key takeaways from its Open Data Action Lab on accelerating data collaborations in cities.\u003C/p>\u003Cp name=\"c247\" id=\"c247\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“An agenda for advancing trusted data collaboration in cities” describes several pathways emerging from an action lab on data-sharing agreements that The Open Data Policy Lab and TrustRelay might pursue, including developing Elements of Principled Negotiation, Data Responsibility Principles by Design, a readiness matrix for data collaboration, a decision provenance approach for data collaboration a revision to the Contractual Wheel of Data Collaboration, and a repository of legal drafting technologies.\u003C/p>\u003Cp name=\"ce0b\" id=\"ce0b\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/event-open-data-action-lab-data-sharing-agreements-for-smart-cities/index.html\" data-href=\"https://opendatapolicylab.org/articles/event-open-data-action-lab-data-sharing-agreements-for-smart-cities/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Open Data Action Lab: Data Sharing Agreements for Smart Cities\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Hannah Chafetz\u003C/strong>\u003C/p>\u003Cp name=\"ca85\" id=\"ca85\" class=\"graf graf--p graf-after--p\">In February, Hannah Chafetz summarized the results of the Open Data Policy Lab’s first Open Data Action Lab on accelerating data collaborations in cities by removing obstacles to data-sharing agreements. It describes how the event fed into a topic map and articulates key takeaways on the need for guidance on how negotiations should take place, the need for clearer incentives, the need for additional governance tools to define context, and the need for stakeholder management processes.\u003C/p>\u003Cp name=\"c688\" id=\"c688\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/diverse-approaches-to-applying-ethics-to-ai-524f855189a2\" data-href=\"https://medium.com/data-stewards-network/diverse-approaches-to-applying-ethics-to-ai-524f855189a2\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Diverse Approaches to Applying Ethics to AI\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Sampriti Saxena\u003C/strong>\u003C/p>\u003Cp name=\"7559\" id=\"7559\" class=\"graf graf--p graf-after--p\">In March, Sampriti Saxena summarized recent conversations happening through the AI Ethics: Global Perspectives course. The blog details discussions between Amana Raquib (Institute of Business Administration Karachi), Marta Galceran (Barcelona Centre for International Affairs), Viviana Polisena (Catholic University of Cordoba), and Yip Fai Tse (Princeton University). Their conversation touched on virtues-based approaches to ethical technologies; the challenges and opportunities of urban ethical AI; and the intersection of humans, nature, and technology.\u003C/p>\u003Cp name=\"c53f\" id=\"c53f\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/accelerating-valuable-accessible-responsible-data-eb8401d8ecc4\" data-href=\"https://medium.com/data-stewards-network/accelerating-valuable-accessible-responsible-data-eb8401d8ecc4\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Accelerating Valuable, Accessible, &amp; Responsible Data\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Natalia González Alarcón, Uma Kalkar, Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"e872\" id=\"e872\" class=\"graf graf--p graf-after--p\">In January, Natalia González Alarcón, Uma Kalkar and Stefaan Verhulst published their takeaways from conversations with the Innovation for Citizens Services division of the Inter-American Development Bank and a coalition of multisectoral experts. Summarizing the results of two panels, one from a public sector perspective, and one with a private sector outlook, it reveals the participants’ attitudes toward government data flows, the ways regulatory frameworks can enable use and innovation of data, the ways leadership is essential to sustaining data strategies, and more. The blog was also published in \u003Ca href=\"https://medium.com/data-stewards-network/c%C3%B3mo-promover-datos-valiosos-accesibles-y-responsables-1b0853b8278e\" data-href=\"https://medium.com/data-stewards-network/c%C3%B3mo-promover-datos-valiosos-accesibles-y-responsables-1b0853b8278e\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">Spanish\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">.\u003C/strong>\u003C/p>\u003Ch3 name=\"31d7\" id=\"31d7\" class=\"graf graf--h3 graf-after--p\">Blogs and&nbsp;Articles\u003C/h3>\u003Cp name=\"5dc7\" id=\"5dc7\" class=\"graf graf--p graf-after--h3\">\u003Ca href=\"https://medium.com/data-stewards-network/congrats-to-the-next-generation-of-data-stewards-who-completed-the-data-re-use-in-cities-course-957f991fec48\" data-href=\"https://medium.com/data-stewards-network/congrats-to-the-next-generation-of-data-stewards-who-completed-the-data-re-use-in-cities-course-957f991fec48\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Congrats to the Next Generation of Data Stewards who completed the Data Re-use in Cities Course!\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"ea46\" id=\"ea46\" class=\"graf graf--p graf-after--p\">This blog celebrates the participants in the Open Data Policy Lab’s latest Executive Education course. Over the past eight weeks, city data leaders from around the world have learned about the theories and tools they need to develop a responsible, sustainable, and systematic data re-use strategy. It describes how participants were able to explore ways to establish data collaboratives that could improve their cities and identify new ways to institutionalize data stewardship. It notes that all participating leaders have the opportunity to present what they’ve learned at a showcase event.\u003C/p>\u003Cp name=\"a9e8\" id=\"a9e8\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://rd4c.org/articles/new-publication-an-introduction-to-the-responsible-data-for-children-principles/index.html\" data-href=\"https://rd4c.org/articles/new-publication-an-introduction-to-the-responsible-data-for-children-principles/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">An Introduction to the Responsible Data for Children Principles\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"36e0\" id=\"36e0\" class=\"graf graf--p graf-after--p\">This blog notes the complexity of the children’s data ecosystem and the urgent need for additional guidance for how organizations can be responsible with children’s data. To address this gap, RD4C will spend the next few week publishing short blogs describing each of the RD4C principles and how they can be realized. These pieces will include a real-world example and provide readers with a tool or resource they can use to pursue the principle in their own work.\u003C/p>\u003Cp name=\"fe66\" id=\"fe66\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://rd4c.org/articles/new-publication-why-responsible-data-for-children-is-different-from-other-data-governance-approaches/index.html\" data-href=\"https://rd4c.org/articles/new-publication-why-responsible-data-for-children-is-different-from-other-data-governance-approaches/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Why Responsible Data for Children Is Different from Other Data Governance Approaches\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec, Stefaan Verhulst, Eugenia Olliaro, Friederike Schuur\u003C/strong>\u003C/p>\u003Cp name=\"1d99\" id=\"1d99\" class=\"graf graf--p graf-after--p\">The piece describes the overall value proposition of the Responsible Data for Children initiative and the unique opportunities it presents to collaborators. It describes the ways in which organizations who have adopted the RD4C approach see it as being principled yet flexible; accountability-focused; approachable; educational; and aspirational.\u003C/p>\u003Cp name=\"9787\" id=\"9787\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://sverhulst.medium.com/actualizing-digital-self-determination-from-theory-to-practice-d950478b639e\" data-href=\"https://sverhulst.medium.com/actualizing-digital-self-determination-from-theory-to-practice-d950478b639e\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Actualizing Digital Self Determination: From Theory to Practice\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"d985\" id=\"d985\" class=\"graf graf--p graf-after--p\">On Medium, The GovLab’s Stefaan Verhulst published a blog titled, “\u003Ca href=\"https://sverhulst.medium.com/actualizing-digital-self-determination-from-theory-to-practice-d950478b639e\" data-href=\"https://sverhulst.medium.com/actualizing-digital-self-determination-from-theory-to-practice-d950478b639e\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Actualizing Digital Self Determination: From Theory to Practice\u003C/a>.” The blog describes how datafication has introduced imbalances, agency asymmetries, and silos that limit the potential of data. He then describes how these issues can be addressed by operationalizing digital self-determination and describes four major themes of a recent paper he wrote on the topic, including emphasizing the value of open data and data collaboration; understanding the limitations of informed consent; articulating a new principle of self-determination; and translating theoretical concepts into practice.\u003C/p>\u003Cp name=\"2b5a\" id=\"2b5a\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.alliancemagazine.org/analysis/modernizing-philanthropy-for-the-21st-century/\" data-href=\"https://www.alliancemagazine.org/analysis/modernizing-philanthropy-for-the-21st-century/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Modernizing philanthropy for the 21st century\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan G. Verhulst, Lisa T. Moretti, Hannah Chafetz and Alex Fischer\u003C/strong>\u003C/p>\u003Cp name=\"1678\" id=\"1678\" class=\"graf graf--p graf-after--p\">In \u003Cem class=\"markup--em markup--p-em\">Alliance Magazine, \u003C/em>Stefaan G. Verhulst, Lisa T. Moretti, Hannah Chafetz and Alex Fischer wrote a piece titled, “\u003Ca href=\"https://www.alliancemagazine.org/analysis/modernizing-philanthropy-for-the-21st-century/\" data-href=\"https://www.alliancemagazine.org/analysis/modernizing-philanthropy-for-the-21st-century/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Modernizing philanthropy for the 21st century\u003C/a>.” The article asks how philanthropies can “ move in a more deliberate yet responsible manner toward using data to advance their goals.” It provides an overview of existing and potential qualitative and quantitative data innovations within the philanthropy sector and examines four specific areas where additional innovation is needed, including:\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"4009\" id=\"4009\" class=\"graf graf--li graf-after--p\">Innovation in identifying shared questions and overlapping priorities;\u003C/li>\u003Cli name=\"9e07\" id=\"9e07\" class=\"graf graf--li graf-after--li\">Innovation in improving coordination and transparency across sectors;\u003C/li>\u003Cli name=\"bb64\" id=\"bb64\" class=\"graf graf--li graf-after--li\">Innovation in financing to reduce reliance on fixed-project-based funding; and\u003C/li>\u003Cli name=\"ea1b\" id=\"ea1b\" class=\"graf graf--li graf-after--li\">Innovation in impact assessment and accountability to help philanthropies.\u003C/li>\u003C/ul>\u003Cp name=\"4f4a\" id=\"4f4a\" class=\"graf graf--p graf-after--li\">The team acknowledges that data alone cannot address these shortcomings and that true innovation needs a variety of human, institutional, and cultural changes. It subsequently arrives at eight pathways for data-driven innovations in philanthropy. This effort is part of The GovLab’s work with the Paul Ramsay Foundation.\u003C/p>\u003Cp name=\"08a7\" id=\"08a7\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/wanted-data-stewards-drafting-the-job-specs-for-a-re-imagined-data-stewardship-role-f7cd28a83379\" data-href=\"https://medium.com/data-stewards-network/wanted-data-stewards-drafting-the-job-specs-for-a-re-imagined-data-stewardship-role-f7cd28a83379\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Wanted: Data Stewards — Drafting the Job Specs for A Re-imagined Data Stewardship Role\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"ac0f\" id=\"ac0f\" class=\"graf graf--p graf-after--p\">In March, Stefaan Verhulst published a new piece on the Data Stewards Network site titled, “Wanted: Data Stewards — Drafting the Job Specs for A Re-imagined Data Stewardship Role.” The piece notes how, with rapid datafication, the need for data stewards is becoming more important every day. However, there is still much confusion about what the position’s required competencies are, what skills are needed, and what the job specifications should be.\u003C/p>\u003Cp name=\"c137\" id=\"c137\" class=\"graf graf--p graf-after--p\">With that in mind, Stefaan provides a job description for data stewards, outlining the responsibilities, skills, and behaviors of a data steward below. Such a job description may not only help organizations create formal data steward roles internally and recruit externally, but it will also help aspiring data stewards seek out the relevant training and opportunities for them to strengthen their skillset.\u003C/p>\u003Cp name=\"a7c7\" id=\"a7c7\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/our-five-conjectures-to-explore-in-2023-as-they-relate-to-data-for-good-d603a13c967\" data-href=\"https://medium.com/data-stewards-network/our-five-conjectures-to-explore-in-2023-as-they-relate-to-data-for-good-d603a13c967\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Our Five Conjectures to Explore in 2023 as They Relate to Data for Good\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Hannah Chafetz, Uma Kalkar, Marine Ragnet, Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"913e\" id=\"913e\" class=\"graf graf--p graf-after--p graf--trailing\">In January to kick off the year, Hannah Chafetz, Uma Kalkar, Marine Ragnet, Stefaan Verhulst published “Our Five Conjectures to Explore in 2023 as They Relate to Data for Good.” Taking stock of recent data and technology trends, it offers some conjectures related to non-traditional data use, data openness, social licenses, and adaptive and generative AI and some ideas about how these ideas may play out over the next year.\u003C/p>\u003C/div>\u003C/div>\u003C/section>\n",{},"/blogposts/govlab-summer-readings-a-review-of-major-publications-from-2023",{"title":40,"description":45},"govlab-summer-readings-a-review-of-major-publications-from-2023","blogposts/govlab-summer-readings-a-review-of-major-publications-from-2023","KJ8Sy5dKfD_QLXUQd3ixP6CN1EXNEocmA4nWHJeVGf0",[57,70,84,99,113,126,138,150,163,175,189,201,213,225,237,249,261,271,282,296,309,322,335,346,358,372,387,400,413,426,439,452,461,474,486,498,511,524,536,548,560,572,585,598,610,622,635,646,657,671,684,698,709,722,733,746,758,770,782,795,807,819,833,846,859,871,883,895,907,919,931,943,955,968,980,992,1006,1018,1030,1041,1055,1068,1082,1094,1107,1119,1131,1143,1155,1165,1177,1189,1201,1214,1226,1238,1253,1265,1277,1291,1303,1317,1331,1344,1357,1369,1382,1394,1406,1418,1430,1443,1455,1468,1479,1490,1504,1517,1529,1541,1553,1564,1576,1587],{"id":58,"title":59,"affiliation":34,"bio":60,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":62,"legacy":47,"linkedin":34,"meta":63,"name":59,"navigation":15,"path":65,"photo":34,"role":66,"seo":67,"stem":68,"topic":34,"website":34,"__hash__":69},"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":64},"adam-zable","/faculty/adam-zable","Research Fellow",{},"faculty/adam-zable","5bR3wydz1eXMWjD7PSD8j4im9GZM7_x4k8iz5TN85Dw",{"id":71,"title":72,"affiliation":34,"bio":73,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":75,"legacy":15,"linkedin":76,"meta":77,"name":72,"navigation":15,"path":79,"photo":34,"role":80,"seo":81,"stem":82,"topic":34,"website":34,"__hash__":83},"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":78},"adrienne-schmoeker","/faculty/adrienne-schmoeker","Course Advisor",{},"faculty/adrienne-schmoeker","z_7IPuXoKOHDOgpFTsSqBY_T1QYYDk0kAWowjYGC3ow",{"id":85,"title":86,"affiliation":87,"bio":34,"body":34,"category":88,"cohort":89,"description":34,"expertise":34,"extension":46,"headshot":34,"image":90,"legacy":47,"linkedin":91,"meta":92,"name":86,"navigation":15,"path":94,"photo":34,"role":34,"seo":95,"stem":96,"topic":97,"website":34,"__hash__":98},"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":93},"alex-hutchison","/faculty/alex-hutchison",{},"faculty/alex-hutchison","Impact Measurement & Work of Data for Children Collaborative","Q6zJ9wxOc_kYKt4uhkMYd9u3Ptug0EKTJWUmU75-NX4",{"id":100,"title":101,"affiliation":102,"bio":34,"body":34,"category":88,"cohort":103,"description":34,"expertise":34,"extension":46,"headshot":34,"image":104,"legacy":15,"linkedin":105,"meta":106,"name":101,"navigation":15,"path":108,"photo":34,"role":34,"seo":109,"stem":110,"topic":111,"website":34,"__hash__":112},"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":107},"alex-pompe","/faculty/alex-pompe",{},"faculty/alex-pompe","Data powered collaborations for social good & Meta's Data for Good Work","NxXESqPg21h7BH-7afZnYJ00dZxFvjnMPJZFkxAyNPY",{"id":114,"title":115,"affiliation":116,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":118,"legacy":15,"linkedin":119,"meta":120,"name":115,"navigation":15,"path":122,"photo":34,"role":34,"seo":123,"stem":124,"topic":34,"website":34,"__hash__":125},"faculty/faculty/alison-paprica.json","Alison Paprica","University of Toronto","DS Academy 2020-2022","https://cms.thegovlab.com/assets/22da179a-53e4-4752-aa1a-1f70bb07ffaa","https://www.linkedin.com/in/p-alison-paprica-4468326/",{"slug":121},"alison-paprica","/faculty/alison-paprica",{},"faculty/alison-paprica","GdVZUxEJDplSSVWpxCQFaDliddUXHhtXXbk2BbtBQeA",{"id":127,"title":128,"affiliation":129,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":130,"legacy":15,"linkedin":131,"meta":132,"name":128,"navigation":15,"path":134,"photo":34,"role":34,"seo":135,"stem":136,"topic":34,"website":34,"__hash__":137},"faculty/faculty/amen-ra-mashariki.json","Amen Ra Mashariki","Bezos Earth 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America","https://cms.thegovlab.com/assets/b5553bc1-fcf2-4012-b359-3e6d08b95202","https://www.linkedin.com/in/lcoral/",{"slug":975},"lilian-coral","/faculty/lilian-coral",{},"faculty/lilian-coral","PFVGbRvqYy1KzELxWJoua5jrbJnMNUzlngzC92NPKF4",{"id":981,"title":982,"affiliation":983,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":984,"legacy":15,"linkedin":985,"meta":986,"name":982,"navigation":15,"path":988,"photo":34,"role":34,"seo":989,"stem":990,"topic":34,"website":34,"__hash__":991},"faculty/faculty/lisa-moretti.json","Lisa Moretti","Freelance, Digital Sociologist","https://cms.thegovlab.com/assets/2ee04896-2db7-436c-b2b8-1de20e12c578","https://www.linkedin.com/in/lisataliamoretti/",{"slug":987},"lisa-moretti","/faculty/lisa-moretti",{},"faculty/lisa-moretti","EV8XLcbAFAoKtBzuzfT85iXeQ49CT2LH-2tTPcZln8I",{"id":993,"title":994,"affiliation":995,"bio":34,"body":34,"category":88,"cohort":996,"description":34,"expertise":34,"extension":46,"headshot":34,"image":997,"legacy":15,"linkedin":998,"meta":999,"name":994,"navigation":15,"path":1001,"photo":34,"role":34,"seo":1002,"stem":1003,"topic":1004,"website":34,"__hash__":1005},"faculty/faculty/ludovica-paseri.json","Ludovica Paseri","University of Turin","DS Turin 2024, DS Milan 2026","https://cms.thegovlab.com/assets/f7c1cd4c-45fe-44b5-8d73-7ba5b03f394d","https://www.linkedin.com/in/ludovica-paseri-616880149/",{"slug":1000},"ludovica-paseri","/faculty/ludovica-paseri",{},"faculty/ludovica-paseri","Legal Implications to Data 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Innovation","https://cms.thegovlab.com/assets/453663e1-2ae9-4767-b18d-40c689edd62f","https://www.linkedin.com/in/lynn-overmann-325bb432/",{"slug":1013},"lynn-overmann","/faculty/lynn-overmann",{},"faculty/lynn-overmann","T_4VBcHNBpT91i3OLMPlturz60ufyjOayd4Wu5Y0s5E",{"id":1019,"title":1020,"affiliation":1021,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1022,"legacy":15,"linkedin":1023,"meta":1024,"name":1020,"navigation":15,"path":1026,"photo":34,"role":34,"seo":1027,"stem":1028,"topic":34,"website":34,"__hash__":1029},"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":1025},"marc-lepage","/faculty/marc-lepage",{},"faculty/marc-lepage","JCDw1BHIBhdOfzo1coSP7TDfQgIgSwdNw8P2txPefxY",{"id":1031,"title":1032,"affiliation":575,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1033,"legacy":15,"linkedin":1034,"meta":1035,"name":1032,"navigation":15,"path":1037,"photo":34,"role":34,"seo":1038,"stem":1039,"topic":34,"website":34,"__hash__":1040},"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":1036},"marcus-bartley-johns","/faculty/marcus-bartley-johns",{},"faculty/marcus-bartley-johns","6ezX8H4I7u6nV0D1iKncL_l-M-af7CYPz9NXFU1iaAk",{"id":1042,"title":1043,"affiliation":1044,"bio":34,"body":34,"category":88,"cohort":661,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1045,"legacy":47,"linkedin":1046,"meta":1047,"name":1049,"navigation":15,"path":1050,"photo":34,"role":34,"seo":1051,"stem":1052,"topic":1053,"website":34,"__hash__":1054},"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":1048},"martin-pompery","Martin Pompéry","/faculty/martin-pompery",{},"faculty/martin-pompery","Data Commons (Governance and Technical Infrastructure)","tjuo0EubXDpXzFAIg_QIbXCZltPEmfV5O6BB2OiGxgk",{"id":1056,"title":1057,"affiliation":34,"bio":1058,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1059,"legacy":47,"linkedin":1060,"meta":1061,"name":1063,"navigation":15,"path":1064,"photo":34,"role":34,"seo":1065,"stem":1066,"topic":34,"website":34,"__hash__":1067},"faculty/faculty/martin-stewart-weeks.json","Martin Stewart Weeks","\u003Cp>A strategic thinker, organisational consultant, policy analyst, facilitator and writer, Martin&rsquo;s work draws on over 35 years&rsquo; experience spanning government, the &ldquo;for purpose&rdquo; or social sector and the corporate sector.\u003C/p>\n\u003Cp>As well as his own advisory and research work, Martin has also been a senior advisor to Deloitte&rsquo;s public sector team in Australia and with The Impact Assembly as part of PwC&rsquo;s social impact practice.\u003C/p>\n\u003Cp>He is an ANZSOG Practice Fellow for Digital Government Strategy and Leadership 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&rsquo;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&rsquo;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":1062},"martin-stewart-weeks","Martin Stewart-Weeks","/faculty/martin-stewart-weeks",{},"faculty/martin-stewart-weeks","nuHbo3Pfrch0Q_uq8-nDe3bEo8ZnLVP1A8Psh91GOYc",{"id":1069,"title":1070,"affiliation":1071,"bio":34,"body":34,"category":88,"cohort":89,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1072,"legacy":47,"linkedin":1073,"meta":1074,"name":1076,"navigation":15,"path":1077,"photo":34,"role":34,"seo":1078,"stem":1079,"topic":1080,"website":34,"__hash__":1081},"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":1075},"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":1083,"title":1084,"affiliation":1085,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1086,"legacy":15,"linkedin":1087,"meta":1088,"name":1084,"navigation":15,"path":1090,"photo":34,"role":34,"seo":1091,"stem":1092,"topic":34,"website":34,"__hash__":1093},"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":1089},"michael-khoo","/faculty/michael-khoo",{},"faculty/michael-khoo","vRl_-AO0A8xraN5t_Y_XgR1EMzL-G9WpJKI9LRhnKSM",{"id":1095,"title":1096,"affiliation":1097,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1098,"legacy":15,"linkedin":1099,"meta":1100,"name":1102,"navigation":15,"path":1103,"photo":34,"role":34,"seo":1104,"stem":1105,"topic":34,"website":34,"__hash__":1106},"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":1101},"michael-p-canares","Michael P. Cañares","/faculty/michael-p-canares",{},"faculty/michael-p-canares","6BbSAcLd0R0TuJaYMZ_bcmUHcwp5VrQCMy2iTB6QXlU",{"id":1108,"title":1109,"affiliation":34,"bio":1110,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1111,"legacy":47,"linkedin":34,"meta":1112,"name":1109,"navigation":15,"path":1114,"photo":34,"role":1115,"seo":1116,"stem":1117,"topic":34,"website":34,"__hash__":1118},"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":1113},"michelle-winowatan","/faculty/michelle-winowatan","Research Assistant",{},"faculty/michelle-winowatan","ntoprYtYdb69qzeOoDH0OIZRyYocJVD0uWd0qtFkRIA",{"id":1120,"title":1121,"affiliation":1122,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1123,"legacy":15,"linkedin":1124,"meta":1125,"name":1121,"navigation":15,"path":1127,"photo":34,"role":34,"seo":1128,"stem":1129,"topic":34,"website":34,"__hash__":1130},"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":1126},"natalia-adler","/faculty/natalia-adler",{},"faculty/natalia-adler","x3XYVJctiWzq4vPbSnpRVYZqJf4wJGw9XvT1lhOUHyk",{"id":1132,"title":1133,"affiliation":1134,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1135,"legacy":15,"linkedin":1136,"meta":1137,"name":1133,"navigation":15,"path":1139,"photo":34,"role":34,"seo":1140,"stem":1141,"topic":34,"website":34,"__hash__":1142},"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":1138},"natalia-carfi","/faculty/natalia-carfi",{},"faculty/natalia-carfi","DWP3TEtP8jvPaTnVAcRhfUa81L0oknuD_Ov4ueMyB0s",{"id":1144,"title":1145,"affiliation":1146,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1147,"legacy":15,"linkedin":1148,"meta":1149,"name":1145,"navigation":15,"path":1151,"photo":34,"role":34,"seo":1152,"stem":1153,"topic":34,"website":34,"__hash__":1154},"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":1150},"natalia-domagala","/faculty/natalia-domagala",{},"faculty/natalia-domagala","z4UoxPAvcyt_19R6WsXAwqQ8KG3FlKWI1Df9ceQ2OAk",{"id":1156,"title":1157,"affiliation":34,"bio":34,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":34,"legacy":47,"linkedin":34,"meta":1158,"name":1160,"navigation":15,"path":1161,"photo":34,"role":34,"seo":1162,"stem":1163,"topic":34,"website":34,"__hash__":1164},"faculty/faculty/natalia-gonzalez-alarcon.json","Natalia Gonzalez Alarcon",{"slug":1159},"natalia-gonzalez-alarcon","Natalia González Alarcón","/faculty/natalia-gonzalez-alarcon",{},"faculty/natalia-gonzalez-alarcon","5_O4v0eHO9xJcxtyU5BUk1_2r3V-ybOjkdqGq_DXddQ",{"id":1166,"title":1167,"affiliation":1168,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1169,"legacy":15,"linkedin":1170,"meta":1171,"name":1167,"navigation":15,"path":1173,"photo":34,"role":34,"seo":1174,"stem":1175,"topic":34,"website":34,"__hash__":1176},"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":1172},"nick-hart","/faculty/nick-hart",{},"faculty/nick-hart","nr_yHL5OvAPmgt58TYw04NVjf19AvCLixDQ-ZMwuRko",{"id":1178,"title":1179,"affiliation":1180,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1181,"legacy":15,"linkedin":1182,"meta":1183,"name":1179,"navigation":15,"path":1185,"photo":34,"role":34,"seo":1186,"stem":1187,"topic":34,"website":34,"__hash__":1188},"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":1184},"nicolas-schifano","/faculty/nicolas-schifano",{},"faculty/nicolas-schifano","4rKkBJGscyHEf8wdKvX5iTd--IdVRMqrSf7EtvF_M6g",{"id":1190,"title":1191,"affiliation":1192,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1193,"legacy":15,"linkedin":1194,"meta":1195,"name":1191,"navigation":15,"path":1197,"photo":34,"role":34,"seo":1198,"stem":1199,"topic":34,"website":34,"__hash__":1200},"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":1196},"nigel-jacob","/faculty/nigel-jacob",{},"faculty/nigel-jacob","2p7Bz3gycQDE6ffGBxPzAkMwBrWHVA5ZrOR6huMWsIs",{"id":1202,"title":1203,"affiliation":1204,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1205,"legacy":47,"linkedin":1206,"meta":1207,"name":1203,"navigation":15,"path":1209,"photo":34,"role":34,"seo":1210,"stem":1211,"topic":1212,"website":34,"__hash__":1213},"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":1208},"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":1215,"title":1216,"affiliation":1217,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1218,"legacy":15,"linkedin":1219,"meta":1220,"name":1216,"navigation":15,"path":1222,"photo":34,"role":34,"seo":1223,"stem":1224,"topic":34,"website":34,"__hash__":1225},"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":1221},"paul-ko","/faculty/paul-ko",{},"faculty/paul-ko","xQQ0r2in4ZYZPu4O9cD4VvGB4veSoNYrx0eo5AZTaCk",{"id":1227,"title":1228,"affiliation":34,"bio":1229,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1230,"legacy":47,"linkedin":1231,"meta":1232,"name":1228,"navigation":15,"path":1234,"photo":34,"role":185,"seo":1235,"stem":1236,"topic":34,"website":34,"__hash__":1237},"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 &amp; 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&rsquo;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&rsquo;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":1233},"paulina-behluli","/faculty/paulina-behluli",{},"faculty/paulina-behluli","KzMq7h-4JXW4j4bYqqTkIXwnl5QhtGb3qLT3UDEYy8Q",{"id":1239,"title":1240,"affiliation":1241,"bio":34,"body":34,"category":88,"cohort":1242,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1243,"legacy":47,"linkedin":1244,"meta":1245,"name":1247,"navigation":15,"path":1248,"photo":34,"role":34,"seo":1249,"stem":1250,"topic":1251,"website":34,"__hash__":1252},"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":1246},"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":1254,"title":1255,"affiliation":1256,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1257,"legacy":15,"linkedin":1258,"meta":1259,"name":1255,"navigation":15,"path":1261,"photo":34,"role":34,"seo":1262,"stem":1263,"topic":34,"website":34,"__hash__":1264},"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":1260},"peter-lovelock","/faculty/peter-lovelock",{},"faculty/peter-lovelock","T-0rMxQjEpVL0gBDJT3nu7rEeXXiZmVcF30aB_OECzk",{"id":1266,"title":1267,"affiliation":1268,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1269,"legacy":15,"linkedin":1270,"meta":1271,"name":1267,"navigation":15,"path":1273,"photo":34,"role":34,"seo":1274,"stem":1275,"topic":34,"website":34,"__hash__":1276},"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":1272},"peter-rabley","/faculty/peter-rabley",{},"faculty/peter-rabley","DJ0hn_3mdyNHFgwu8wiVLPcziiRfljHClrWpRzW-3J4",{"id":1278,"title":1279,"affiliation":1280,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1281,"legacy":47,"linkedin":1282,"meta":1283,"name":1285,"navigation":15,"path":1286,"photo":34,"role":34,"seo":1287,"stem":1288,"topic":1289,"website":34,"__hash__":1290},"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":1284},"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":1292,"title":1293,"affiliation":1294,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1295,"legacy":15,"linkedin":1296,"meta":1297,"name":1293,"navigation":15,"path":1299,"photo":34,"role":34,"seo":1300,"stem":1301,"topic":34,"website":34,"__hash__":1302},"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":1298},"pieter-de-leenheer","/faculty/pieter-de-leenheer",{},"faculty/pieter-de-leenheer","nAiKM_c4vT7YgMB6xtyozZ0sSP1dSe2FBYyadFwzBYI",{"id":1304,"title":1305,"affiliation":1306,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1307,"legacy":47,"linkedin":1308,"meta":1309,"name":1311,"navigation":15,"path":1312,"photo":34,"role":34,"seo":1313,"stem":1314,"topic":1315,"website":34,"__hash__":1316},"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":1310},"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":1318,"title":1319,"affiliation":1320,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1321,"legacy":47,"linkedin":1322,"meta":1323,"name":1325,"navigation":15,"path":1326,"photo":34,"role":34,"seo":1327,"stem":1328,"topic":1329,"website":34,"__hash__":1330},"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":1324},"prof-ingmar-weber","Prof. Ingmar Weber","/faculty/prof-ingmar-weber",{},"faculty/prof-ingmar-weber","Computing for Society/Social Good","ePpzAhfnIE9mCjxcBmbJGDxpIVRb0-hToWFYEWasY5s",{"id":1332,"title":1333,"affiliation":34,"bio":1334,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1335,"legacy":47,"linkedin":1336,"meta":1337,"name":1339,"navigation":15,"path":1340,"photo":34,"role":34,"seo":1341,"stem":1342,"topic":34,"website":34,"__hash__":1343},"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 &lsquo;wicked&rsquo; 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":1338},"professor-brian-head-fassa","Professor Brian Head FASSA","/faculty/professor-brian-head-fassa",{},"faculty/professor-brian-head-fassa","ISkmG6eQk4OVvOmFtV0GLkG0lVzQklOWBOHA0Rio7h8",{"id":1345,"title":1346,"affiliation":34,"bio":1347,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1348,"legacy":47,"linkedin":1349,"meta":1350,"name":1352,"navigation":15,"path":1353,"photo":34,"role":34,"seo":1354,"stem":1355,"topic":34,"website":34,"__hash__":1356},"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&nbsp;\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>&nbsp;(ANU Press),&nbsp;\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>&nbsp;(Routledge), The&nbsp;\u003Cu>\u003Ca href=\"https://academic.oup.com/edited-volume/37077\">Oxford handbook of Indigenous sociology\u003C/a>\u003C/u>&nbsp;(Oxford),&nbsp;\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>&nbsp;(Routledge) and the&nbsp;\u003Cu>\u003Ca href=\"https://www.kahuiraraunga.io/maoridatagovernance\" target=\"_blank\" rel=\"noopener\">Māori Data Governance Model\u003C/a>\u003C/u>&nbsp;(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":1351},"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":1358,"title":1359,"affiliation":1360,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1361,"legacy":15,"linkedin":1362,"meta":1363,"name":1359,"navigation":15,"path":1365,"photo":34,"role":34,"seo":1366,"stem":1367,"topic":34,"website":34,"__hash__":1368},"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":1364},"rachel-wells","/faculty/rachel-wells",{},"faculty/rachel-wells","Zd9QUrN8U6ZrsSjhy-DLWFIY0ZYcw7MdP2uG5IdoZDs",{"id":1370,"title":1371,"affiliation":1372,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1373,"legacy":47,"linkedin":1374,"meta":1375,"name":1371,"navigation":15,"path":1377,"photo":34,"role":34,"seo":1378,"stem":1379,"topic":1380,"website":34,"__hash__":1381},"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":1376},"ramy-hcini","/faculty/ramy-hcini",{},"faculty/ramy-hcini","Data Spaces in the context of matching demand and supply and security","-rWrvlNEWCn3XBHQmb9CWYvT0ahjPATj9z7NS8LhpXg",{"id":1383,"title":1384,"affiliation":1385,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1386,"legacy":15,"linkedin":1387,"meta":1388,"name":1384,"navigation":15,"path":1390,"photo":34,"role":34,"seo":1391,"stem":1392,"topic":34,"website":34,"__hash__":1393},"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":1389},"richard-benjamins","/faculty/richard-benjamins",{},"faculty/richard-benjamins","qVN1VHgFK92frM8UkhDTLNHl1e7fKik9zKgXft5EHhY",{"id":1395,"title":1396,"affiliation":34,"bio":1397,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1398,"legacy":47,"linkedin":34,"meta":1399,"name":1396,"navigation":15,"path":1401,"photo":34,"role":1402,"seo":1403,"stem":1404,"topic":34,"website":34,"__hash__":1405},"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":1400},"roshni-singh","/faculty/roshni-singh","Researcher",{},"faculty/roshni-singh","kUaO0OcbTVbPEwRHOjfHOS7QHtVgeVjEWIuGL18ywrM",{"id":1407,"title":1408,"affiliation":1409,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1410,"legacy":47,"linkedin":34,"meta":1411,"name":1408,"navigation":15,"path":1413,"photo":34,"role":34,"seo":1414,"stem":1415,"topic":1416,"website":34,"__hash__":1417},"faculty/faculty/ross-purves.json","Ross Purves","University of Zürich","https://cms.thegovlab.com/assets/760a7335-c0af-4597-9f96-96e39bae928d",{"slug":1412},"ross-purves","/faculty/ross-purves",{},"faculty/ross-purves","Teaching with and about (Open)(Government) data","y1f3pdZUzV6y2h-35-8fSldW2Z6ct7TajTj1ikGqh8c",{"id":1419,"title":1420,"affiliation":1421,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1422,"legacy":15,"linkedin":1423,"meta":1424,"name":1420,"navigation":15,"path":1426,"photo":34,"role":34,"seo":1427,"stem":1428,"topic":34,"website":34,"__hash__":1429},"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":1425},"rudi-borrmann","/faculty/rudi-borrmann",{},"faculty/rudi-borrmann","S95VUc9mtByKc1NUVAzZHo4KBPBdauoJdxLVaVn6Mbw",{"id":1431,"title":1432,"affiliation":1433,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1434,"legacy":47,"linkedin":1435,"meta":1436,"name":1432,"navigation":15,"path":1438,"photo":34,"role":34,"seo":1439,"stem":1440,"topic":1441,"website":34,"__hash__":1442},"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":1437},"sachit-mahajan","/faculty/sachit-mahajan",{},"faculty/sachit-mahajan","Designing Routing as Civic Infrastructure: Open, Interoperable, Reusable","h2TFPUORfSpJrqXTOYHtmXLzbLYs7bNnHgPb79YXW6g",{"id":1444,"title":1445,"affiliation":34,"bio":1446,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1447,"legacy":47,"linkedin":34,"meta":1448,"name":1445,"navigation":15,"path":1450,"photo":34,"role":1451,"seo":1452,"stem":1453,"topic":34,"website":34,"__hash__":1454},"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":1449},"sampriti-saxena","/faculty/sampriti-saxena","Research Intern",{},"faculty/sampriti-saxena","1lFtbfZZp9b1-kPQmsAfiyWL97jl9yyGknrizGeyyQQ",{"id":1456,"title":1457,"affiliation":1458,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1459,"legacy":47,"linkedin":1460,"meta":1461,"name":1457,"navigation":15,"path":1463,"photo":34,"role":34,"seo":1464,"stem":1465,"topic":1466,"website":34,"__hash__":1467},"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":1462},"sebastian-sigloch","/faculty/sebastian-sigloch",{},"faculty/sebastian-sigloch","Switch Data","0kYV6nwaqMpwvxd2A511FYmQqP7CvEYqhjs2h4ZyaTA",{"id":1469,"title":1470,"affiliation":822,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1471,"legacy":15,"linkedin":1472,"meta":1473,"name":1470,"navigation":15,"path":1475,"photo":34,"role":34,"seo":1476,"stem":1477,"topic":34,"website":34,"__hash__":1478},"faculty/faculty/shanna-crumley.json","Shanna Crumley","https://cms.thegovlab.com/assets/bfe62fac-d24c-4f90-9698-f67638348b00","https://www.linkedin.com/in/shannacrumley/",{"slug":1474},"shanna-crumley","/faculty/shanna-crumley",{},"faculty/shanna-crumley","iXUsWMnMY6mPvKHDLhgAZyhxocsHbNxH-_5w1E3Ffww",{"id":1480,"title":1481,"affiliation":822,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1482,"legacy":15,"linkedin":1483,"meta":1484,"name":1481,"navigation":15,"path":1486,"photo":34,"role":34,"seo":1487,"stem":1488,"topic":34,"website":34,"__hash__":1489},"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":1485},"smita-jain","/faculty/smita-jain",{},"faculty/smita-jain","g6qNp1x4R9a3MCXfGu-OOgoj8Dze1jUxqKdMuaw29M4",{"id":1491,"title":1492,"affiliation":1493,"bio":1494,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1495,"legacy":47,"linkedin":1496,"meta":1497,"name":1492,"navigation":15,"path":1499,"photo":34,"role":1500,"seo":1501,"stem":1502,"topic":34,"website":34,"__hash__":1503},"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 &amp; 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":1498},"stefaan-verhulst","/faculty/stefaan-verhulst","Course Lead",{},"faculty/stefaan-verhulst","OU0_J9qbLAdOggqbBTXHGlhgyazJ7eKPpwEn4eIiPdA",{"id":1505,"title":1506,"affiliation":1507,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1508,"legacy":47,"linkedin":1509,"meta":1510,"name":1506,"navigation":15,"path":1512,"photo":34,"role":34,"seo":1513,"stem":1514,"topic":1515,"website":34,"__hash__":1516},"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":1511},"stefan-metzger","/faculty/stefan-metzger",{},"faculty/stefan-metzger","TriRegio Data Space / Data Space Concept","Si9xi0nfhdPCS4LYK1_0Zl3GtlwKsgmkY3IkaVGxIjM",{"id":1518,"title":1519,"affiliation":1520,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1521,"legacy":15,"linkedin":1522,"meta":1523,"name":1519,"navigation":15,"path":1525,"photo":34,"role":34,"seo":1526,"stem":1527,"topic":34,"website":34,"__hash__":1528},"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":1524},"stephen-chacha","/faculty/stephen-chacha",{},"faculty/stephen-chacha","XFQOVAoxxF-67x3MvbGeTd21mOgiVjsQQPfmiv5hsA0",{"id":1530,"title":1531,"affiliation":1532,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1533,"legacy":15,"linkedin":1534,"meta":1535,"name":1531,"navigation":15,"path":1537,"photo":34,"role":34,"seo":1538,"stem":1539,"topic":34,"website":34,"__hash__":1540},"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":1536},"stuart-campo","/faculty/stuart-campo",{},"faculty/stuart-campo","xXK07w7YG_SxEIXVQ7xX6hefQP1-rtKW0CU4ggTVc_w",{"id":1542,"title":1543,"affiliation":1544,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1545,"legacy":15,"linkedin":1546,"meta":1547,"name":1543,"navigation":15,"path":1549,"photo":34,"role":34,"seo":1550,"stem":1551,"topic":34,"website":34,"__hash__":1552},"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":1548},"tyler-kleykamp","/faculty/tyler-kleykamp",{},"faculty/tyler-kleykamp","DOVnyGWVqDjwZO2jmL5sZtThIYSc2L4-qLXFkUbHh6I",{"id":1554,"title":1555,"affiliation":34,"bio":1556,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1557,"legacy":47,"linkedin":34,"meta":1558,"name":1555,"navigation":15,"path":1560,"photo":34,"role":1115,"seo":1561,"stem":1562,"topic":34,"website":34,"__hash__":1563},"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":1559},"uma-kalkar","/faculty/uma-kalkar",{},"faculty/uma-kalkar","19ZAaVczDlFV-CVrOsdscP-9-93mnw4uUTgdHt78-6I",{"id":1565,"title":1566,"affiliation":1567,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1568,"legacy":15,"linkedin":1569,"meta":1570,"name":1566,"navigation":15,"path":1572,"photo":34,"role":34,"seo":1573,"stem":1574,"topic":34,"website":34,"__hash__":1575},"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":1571},"valentin-muresan","/faculty/valentin-muresan",{},"faculty/valentin-muresan","bMedh5cgp7_cnJQAqbyIyK6naTlb14-9oRlJ539yl5Q",{"id":1577,"title":1578,"affiliation":1372,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1579,"legacy":47,"linkedin":1580,"meta":1581,"name":1578,"navigation":15,"path":1583,"photo":34,"role":34,"seo":1584,"stem":1585,"topic":1380,"website":34,"__hash__":1586},"faculty/faculty/wassim-kallel.json","Wassim Kallel","https://cms.thegovlab.com/assets/7fc3249b-36ae-4bf2-8a24-f17915701918","https://www.linkedin.com/in/wassimkallel/",{"slug":1582},"wassim-kallel","/faculty/wassim-kallel",{},"faculty/wassim-kallel","vHzByAWe3IfptF8--3FBseOaOdIP_uSWNAH37IgoZbs",{"id":1588,"title":1589,"affiliation":1590,"bio":34,"body":34,"category":88,"cohort":661,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1591,"legacy":47,"linkedin":1592,"meta":1593,"name":1589,"navigation":15,"path":1595,"photo":34,"role":34,"seo":1596,"stem":1597,"topic":1598,"website":34,"__hash__":1599},"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":1594},"yannik-sassmann","/faculty/yannik-sassmann",{},"faculty/yannik-sassmann","BMZ Data and AI Lab","ZlegG-Md_hy5eQodCby9lZL8eA_6iQMH6KvMupVtYeA",1781873988678]