[{"data":1,"prerenderedAt":115},["ShallowReactive",2],{"homepage-dispatches:en":3,"homepage-resources:en":41},[4,18,30],{"id":5,"brow":6,"cover_image":7,"date":8,"excerpt":9,"extension":10,"heading":11,"main_content":12,"meta":13,"slug":14,"stem":15,"tagline":16,"__hash__":17},"blogposts\u002Fblogposts\u002Fnavigating-indigenous-data-sovereignty-in-the-age-of-ai.json","Blog","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002Fcbd53c8d-17bd-47ee-8b96-52493aad3237","2026-09-01",null,"json","Navigating Indigenous Data Sovereignty in the Age of AI","\u003Cp>\u003Cem>By Stefaan Verhulst, Jordan Harris, Andrew J. Zahuranec, Maui Hudson, Chantal Kamgne, and WarīNkwī Flores\u003C\u002Fem>\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Indigenous communities face two related threats from AI: marginalization from digital advancement and extraction of their cultural knowledge and language without consent or benefit. One way to address these challenges is to create pathways for Indigenous communities to exercise meaningful control over how their data is collected, governed, and used.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Ahead of the International Day of the World&rsquo;s Indigenous Peoples, The GovLab hosted a webinar featuring Indigenous experts \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fchantalkamgne\u002F\">Chantal Kamgne\u003C\u002Fa> (Localizzz \u002F EngageAfricaNLP), \u003Ca href=\"https:\u002F\u002Findigenousdatalab.org\u002Fteam-member-nkwi-flores\u002F\">WarīNkwī Flores\u003C\u002Fa> (\u003Ca href=\"https:\u002F\u002Fwww.kin-ray-hub.com\u002F\">Kinray Hub\u003C\u002Fa> \u002F Kara::Kichwa), and \u003Ca href=\"https:\u002F\u002Fprofiles.waikato.ac.nz\u002Fmaui.hudson\">Maui Hudson\u003C\u002Fa> (Te Kotahi Research Institute \u002F Local Contexts) to explore how data commons can offer a middle path toward true data self-determination. The webinar was moderated by \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fstefaan-verhulst\">Stefaan Verhulst\u003C\u002Fa> (The GovLab), and Guilherme Canela de Souza Godoi (UNESCO) provided closing remarks.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Three major themes emerged from that discussion, which we detail below: the ability of data commons to serve as a tool for self-determination; how there can be one-size-fits-all solution to governance because such arrangements become a power instrument of top-down pressure; and the need for large institutions to &ldquo;walk the talk&rdquo; when it comes to supporting Indigenous communities to take control of their data.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">\u003Ciframe title=\"YouTube video player\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FHurkmwPtdf0?si=4Xl9G8ncO9KTONtL\" width=\"560\" height=\"315\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen=\"allowfullscreen\">\u003C\u002Fiframe>\u003C\u002Fp>\n\u003Ch3 dir=\"ltr\">Beyond the Binary: Data Commons as a Tool for Self-Determination&nbsp;\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">Steward Data Common Ecosystems&mdash;collaboratively governed ecosystems that pool responsible and ethical data access for the public good&mdash;offer a viable alternative to extractive &ldquo;open&rdquo; data practices.&nbsp;\u003C\u002Fp>\n\u003Cp dir=\"ltr\">This idea was highlighted through several key exchanges about data ownership and community partnership design. Panelist WarīNkwī Flores emphasized that \"data\" itself is often a contested concept. For many Andean and Amazonian biocultural communities, it represents living ways of being, ways of doing, ways of knowing, ways of not knowing, and embodied biocultural practices rather than numerical variables and mere FPIC checkboxes.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Without intentional governance, AI risks repeating historical patterns of apartheid engagement in which communities are invited as cultural symbols rather than equity shareholder negotiators. Because AI only accesses what is already digitized, bridging the digital divide requires operationalizing community autonomy&rsquo;s rule of law&mdash;including the choice of voluntarily isolated populations who may not want digital transformation intervention at all.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">This also means resisting the tendency to make technology solutionism the starting point. As Maui Hudson emphasized, the goal should not be to assemble Indigenous language resources for AI, but to strengthen those resources for Indigenous communities themselves. AI may be a useful tool toward that end, but it should follow community priorities rather than define them.\u003C\u002Fp>\n\u003Cp>\u003Cstrong>&nbsp;\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Ch3 dir=\"ltr\">Toolboxes Over One-Size-Fits-All Governance&nbsp;\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">There is no single legal framework that fits every territory. Throughout the discussion, panelists advocated for a \"toolbox approach,\" combining global instruments such as \u003Ca href=\"https:\u002F\u002Fwww.un.org\u002Fdevelopment\u002Fdesa\u002Findigenouspeoples\u002Fwp-content\u002Fuploads\u002Fsites\u002F19\u002F2018\u002F11\u002FUNDRIP_E_web.pdf\">UNDRIP\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fieeexplore.ieee.org\u002Fdocument\u002F11302960\">IEEE std 2890-2025\u003C\u002Fa>, and renewing the attention of \u003Ca href=\"https:\u002F\u002Fwww.gida-global.org\u002Fcareprinciples\">CARE Principles\u003C\u002Fa> (Collective Benefit, Authority to Control, Responsibility, Ethics) to redirect data actors to territorial data governance with practical tools such as \u003Ca href=\"https:\u002F\u002Flocalcontexts.org\u002Flabels\u002Ftraditional-knowledge-labels\u002F\">Traditional Knowledge (TK) Labels\u003C\u002Fa> developed by Local Contexts, \u003Ca href=\"https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.cosust.2026.101661\">Kara::Kichwa Data Sovereignty\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.18675312\">Sovereign Data Supply Chain\u003C\u002Fa>, and \u003Ca href=\"https:\u002F\u002Fzenodo.org\u002Frecords\u002F21865509\">Place-based Relational Infrastructure - Automatization of FPIC\u003C\u002Fa> by Kinray Hub and Partners.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Key practical takeaways included:\u003C\u002Fp>\n\u003Cul>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Platform Fine Print\u003C\u002Fstrong>: Standard commercial platforms frequently claim ownership over uploaded data in their terms of service, requiring communities to carefully select hosting environments.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>BioKultural Impact Assessment (BKIA):\u003C\u002Fstrong> Frameworks like those created by \u003Ca href=\"https:\u002F\u002Fwww.kin-ray-hub.com\u002F\">Kinray Hub\u003C\u002Fa> allow communities to assess their own readiness, priorities, and governance rules before formal \u003Ca href=\"https:\u002F\u002Fwww.un.org\u002Fdevelopment\u002Fdesa\u002Findigenouspeoples\u002Fpublications\u002F2016\u002F10\u002Ffree-prior-and-informed-consent-an-indigenous-peoples-right-and-a-good-practice-for-local-communities-fao\u002F\">Free, Prior, and Informed Consent\u003C\u002Fa> (FPIC) processes.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Community-Defined Priorities: \u003C\u002Fstrong>As Chantal Kamgne noted using Cameroonian language examples, projects must solve immediate local needs&mdash;such as accessing emergency services or restoring traditional land management&mdash;rather than satisfying external tech metrics.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>\u003Cstrong>&nbsp;\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Ch3 dir=\"ltr\">Walking the Talk: The New Commons Incubator&nbsp;\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">Closing remarks from \u003Ca href=\"https:\u002F\u002Fwww.unesco.org\u002Fen\">UNESCO\u003C\u002Fa>&rsquo;s Guilherme Canela highlighted how AI has forced the convergence of multilingualism, open solutions, and data governance. Aligned with \u003Ca href=\"https:\u002F\u002Fwww.unesco.org\u002Fen\u002Fdecades\u002Findigenous-languages\">the International Decade of Indigenous Languages\u003C\u002Fa>, the New Commons Incubator aims to translate these theoretical rights into concrete proposals by supporting Indigenous-led teams in building fundable, community-governed data platforms.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">***\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Data sovereignty is ultimately a practice, not just a legal status. Exercising it requires communities to have the capacity, institutions, tools, and agency to determine how, and whether, their data is used. By building local technical capacity and supporting translational leaders, the \u003Ca href=\"https:\u002F\u002Fnewcommons.ai\u002F\">New Commons Incubator\u003C\u002Fa> aims to help turn formal rights into practical authority over communities&rsquo; digital futures.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">If this work interests or inspires you, please feel free to contact us at \u003Ca href=\"mailto:newcommons@opendatapolicylab.org\">newcommons@opendatapolicylab.org\u003C\u002Fa> and let us know.\u003C\u002Fp>\n\u003Cp>&nbsp;\u003C\u002Fp>",{},"navigating-indigenous-data-sovereignty-in-the-age-of-ai","blogposts\u002Fnavigating-indigenous-data-sovereignty-in-the-age-of-ai","A discussion with members of our Indigenous Steering Committee","SYirJOPz7OVodrTsaLRDTKb4RhMTzPaG0KtANsQ5Eb4",{"id":19,"brow":20,"cover_image":21,"date":22,"excerpt":9,"extension":10,"heading":23,"main_content":24,"meta":25,"slug":26,"stem":27,"tagline":28,"__hash__":29},"blogposts\u002Fblogposts\u002Fidentifying-a-global-demand-inside-the-applications-to-our-indigenous-languages-incubator.json","Incubator Update","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F15cf29ea-8989-4d2e-9b6d-fa1e61960624","2026-08-28","Identifying A Global Demand: Inside the Applications to our Indigenous Languages Incubator","\u003Cp dir=\"ltr\">\u003Cem>by Stefaan Verhulst, Sruthi Raghavan, and Andrew J. Zahuranec\u003C\u002Fem>\u003C\u002Fp>\n\u003Cp dir=\"ltr\">When we opened applications for the inaugural&nbsp;\u003Ca href=\"https:\u002F\u002Fnewcommons.ai\u002F\">New Commons Incubator for Indigenous Languages and Cultures\u003C\u002Fa> on 19 June 2026, we hoped to reach Indigenous-led teams working to develop data commons for their languages and cultures in the age of AI. By the time the call closed on 14 August, the response had exceeded our expectations, both in volume and in geographic reach.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Here is what the applications told us.\u003C\u002Fp>\n\u003Ch3 dir=\"ltr\">The headline numbers\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">We received 180 form submissions in total. After removing duplicates and incomplete entries, that left approximately 155 unique, form-complete submissions&mdash;a strong signal of serious, considered interest from teams around the world.\u003C\u002Fp>\n\u003Ccenter>\n\u003Cp dir=\"ltr\">\u003Cimg src=\"https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F192ddaba-96af-4f8c-9b52-a97b0f02bbdb.png?width=630&amp;height=402\" alt=\"Summary of Application Volume\">\u003C\u002Fp>\n\u003C\u002Fcenter>\n\u003Ch3 dir=\"ltr\">A truly global call\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">Concept notes referenced 55 different countries, underscoring just how widely the challenge of Indigenous language stewardship is felt. India led the way with 15 mentions, followed closely by Nigeria with 13. Bangladesh, Canada, and Kenya rounded out the top five.\u003C\u002Fp>\n\u003Ccenter>\n\u003Cp dir=\"ltr\">\u003Cimg src=\"https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F173155cd-148c-45a5-a830-44e761e4a0bc.png?width=591&amp;height=398\" alt=\"Screenshot 2026 08 28 113445\">\u003C\u002Fp>\n\u003Cp dir=\"ltr\">\u003Cimg src=\"https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F405ae92e-c13f-4723-86ad-297e32337ad2.png?width=590&amp;height=365\" alt=\"Top 10 Country Mentions\">\u003C\u002Fp>\n\u003C\u002Fcenter>\n\u003Ch3 dir=\"ltr\">Who applied\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">The call drew a diverse mix of applicants, but it was clearly anchored by the communities at the heart of this work. Indigenous organisations were the single largest group with 42 applications, followed closely by NGOs and non-profits (39) and universities and research institutes (24). Private companies, start-ups, and independent applicants also featured strongly, alongside a smaller number of government bodies, media organisations, and intergovernmental entities.\u003C\u002Fp>\n\u003Ccenter>\n\u003Cp dir=\"ltr\">\u003Cimg src=\"https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002Ff5b3a3c4-2365-42d1-94c0-80c415ffbd3b.png?width=625&amp;height=378\" alt=\"Applicant Type\">\u003C\u002Fp>\n\u003C\u002Fcenter>\n\u003Cp dir=\"ltr\">The applicant pool included established Indigenous institutions as well as grassroots and diaspora-led initiatives.&nbsp;\u003C\u002Fp>\n\u003Ch3 dir=\"ltr\">What they want to build\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">Across the concept notes, language revitalization and preservation was by far the most common theme, appearing in 86 mentions &mdash; nearly triple the next most frequent topic. Cultural practices (34), folklore (30), speech and voice recognition technology (29), and education (29) followed. The spread shows applicants think about language not in isolation, but woven together with culture, technology, and knowledge transmission.\u003C\u002Fp>\n\u003Ccenter>\n\u003Cp dir=\"ltr\">\u003Cimg src=\"https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F960124e8-c321-42c9-9a3e-0b95760f72a3.png?width=597&amp;height=513\" alt=\"Commons Topics Mentioned in Concept Notes\">\u003C\u002Fp>\n\u003C\u002Fcenter>\n\u003Ch3 dir=\"ltr\">Patterns of Demand&nbsp;\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">A few patterns emerged in how different regions framed their work:\u003C\u002Fp>\n\u003Cul>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">Sub-Saharan Africa: Applications from across Sub-Saharan Africa often had a strong emphasis on ecological and environmental knowledge tied to language.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">Latin America: Many proposals emerging from Latin America focused almost exclusively on language itself&mdash;touching on topics such as translation or transcription.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">Diaspora-led groups: Several applications came from communities working outside their homelands. For example, we received applications from several groups who come from Russia but are now based in Georgia, the United States, and France.\u003C\u002Fp>\n\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>\u003Cstrong>The Takeaway: \u003C\u002Fstrong>Overwhelming demand, and strong signals of genuine interest in this work. With a limited number of intensive cohort slots, we are actively exploring pathways to connect all applicants to some form of support &mdash; not only the teams we can host directly.\u003C\u002Fp>\n\u003Ch3 dir=\"ltr\">What happens next\u003C\u002Fh3>\n\u003Cp dir=\"ltr\">Cohort selection is underway. We have let applicants know that final decisions will be communicated by mid-October at the latest, with the program kicking off shortly after. As we work through the next steps, we are also asking our steering committee and community how best to proceed given the scale of interest &mdash; so that the enthusiasm reflected in these numbers translates into lasting impact.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">To everyone who applied: thank you. The breadth and depth of these applications is the clearest sign yet that a community-governed approach to Indigenous language data is not just needed, but wanted.\u003C\u002Fp>\n\u003Cp>&nbsp;\u003C\u002Fp>\n\u003Cp>&nbsp;\u003C\u002Fp>\n\u003Cp>\u003Cem>Figures reflect applications received during the open call (19 June &ndash; 14 August 2026). Country and topic counts are based on references within submitted concept notes; a single application may reference more than one country or theme. The regional-grouping and thematic-focus charts are illustrative summaries of concept-note content. Applicant-type and topic figures are drawn from the program's own application review. The New Commons Incubator is led by the Open Data Policy Lab at The GovLab.\u003C\u002Fem>\u003C\u002Fp>\n\u003Cp>\u003Cem>Photo Credit:&nbsp; \u003C\u002Fem>Nick Kwan\u002FUnsplash, licensed under CC0, photo of Bill Reid's \"The Raven and the First Men\"&nbsp; (1980)\u003C\u002Fp>\n\u003Cp>&nbsp;\u003C\u002Fp>",{},"identifying-a-global-demand-inside-the-applications-to-our-indigenous-languages-incubator","blogposts\u002Fidentifying-a-global-demand-inside-the-applications-to-our-indigenous-languages-incubator","A first look at who applied to the New Commons Incubator — and the demand it revealed","qDdTdKov3xXhz8lkiXDBCI9cd_w9J0I_icnNYCfMvNg",{"id":31,"brow":32,"cover_image":33,"date":34,"excerpt":9,"extension":10,"heading":35,"main_content":36,"meta":37,"slug":38,"stem":39,"tagline":9,"__hash__":40},"blogposts\u002Fblogposts\u002Fnew-commons-incubator-webinar-data-commons-to-support-indigenous-languages-and-cultures.json","Event","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F3bc8927c-1c08-4144-9272-bb03b9b9c517","2026-07-17","New Commons Incubator Webinar: Data Commons to Support Indigenous Languages and Cultures","\u003Cp dir=\"ltr\">What approaches can we adopt to ensure Indigenous communities control data about their language and culture? How do data commons represent one promising approach to this issue?\u003C\u002Fp>\n\u003Cp dir=\"ltr\">On 6 August at 11:00 AM EST \u002F 5:00 PM CET, in advance of the International Day of World&rsquo;s Indigenous Peoples, The GovLab, Microsoft, and UNESCO will be hosting a webinar conversation on these topics.&nbsp;\u003C\u002Fp>\n\u003Cp dir=\"ltr\">The conversation will serve as both an opportunity to learn about current efforts being pursued by leading experts in the field of Indigenous data and to better understand the \u003Ca href=\"https:\u002F\u002Fnewcommons.ai\u002F\">New Commons Incubator\u003C\u002Fa>&mdash;a capacity-building program that aims to help Indigenous-led teams develop their ideas for data commons projects into fundable proposals.&nbsp;\u003C\u002Fp>\n\u003Cp dir=\"ltr\">The discussion, facilitated by The GovLab&rsquo;s Stefaan Verhulst, will include members of the New \u003Ca href=\"https:\u002F\u002Fnewcommons.ai\u002Findigenous-languages\">Commons Incubator&rsquo;s Steering Committee\u003C\u002Fa>, a group of Indigenous experts selected to ensure the work of the Incubator is productive and complementary to existing Indigenous-led work. They include:\u003C\u002Fp>\n\u003Cul>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Ca href=\"http:\u002F\u002Flinkedin.com\u002Fin\u002Fchantalkamgne\">Chantal Kamgne\u003C\u002Fa>, Managing Director of Localizzz and Head of Research of EngageAfricaNLP\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Ca href=\"https:\u002F\u002Fsnre.arizona.edu\u002Fperson\u002Fnkwi-flores\">WarīNkwī Flores\u003C\u002Fa>, Founder and Translational Consultant, Kinray Hub\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli dir=\"ltr\" aria-level=\"1\">\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Ca href=\"https:\u002F\u002Fprofiles.waikato.ac.nz\u002Fmaui.hudson\">Maui Hudson\u003C\u002Fa>, Director, Te Kotahi Research Institute, Office of Deputy Vice-Chancellor Maori\u003C\u002Fp>\n\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>It will be preceded by a set of opening remarks from UNESCO&rsquo;s Director of the Division for Digital Inclusion, Policies and Transformation, Guilherme Canela de Souza Godoi.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Don&rsquo;t miss this exciting conversation and a chance to learn from leaders from around the world about topics such as the CARE Principles, Indigenous data sovereignty, and social licenses. Registration can be found \u003Ca href=\"https:\u002F\u002Fus02web.zoom.us\u002Fwebinar\u002Fregister\u002FWN_QKWWrDuLQrShi4C5uJGIVA#\u002F\">here\u003C\u002Fa>.\u003C\u002Fp>\n\u003Cp dir=\"ltr\">Learn more about the New Commons Incubator \u003Ca href=\"https:\u002F\u002Fnewcommons.ai\u002F\">here\u003C\u002Fa>.\u003C\u002Fp>",{},"new-commons-incubator-webinar-data-commons-to-support-indigenous-languages-and-cultures","blogposts\u002Fnew-commons-incubator-webinar-data-commons-to-support-indigenous-languages-and-cultures","3yk2XsRLMOnWav3lOFsTPd-YULBnuIABtvBnlnrmFsE",[42,54,64,74,84,94,104],{"id":43,"title":44,"category":45,"cover_image":46,"description":47,"extension":10,"file":48,"meta":49,"slug":50,"stem":51,"url":52,"__hash__":53},"resources\u002Fresources\u002Fa-blueprint-to-unlock-data-commons-for-ai.json","A Blueprint to Unlock Data Commons for AI","Guides and Worksheets","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002Fe10344aa-962a-4b90-80ab-cc74b87fbebc","A comprehensive guide for designing and implementing data commons to support responsible AI development.","",{},"a-blueprint-to-unlock-data-commons-for-ai","resources\u002Fa-blueprint-to-unlock-data-commons-for-ai","https:\u002F\u002Fincubator.opendatapolicylab.org\u002Ffiles\u002Fdata-commons-for-ai-blueprint.pdf","47JoyvKeltOua5fh97xcWCKNsXEBUDBTjSykqzuXu8o",{"id":55,"title":56,"category":45,"cover_image":57,"description":58,"extension":10,"file":48,"meta":59,"slug":60,"stem":61,"url":62,"__hash__":63},"resources\u002Fresources\u002Fa-facilitators-guide-and-worksheet-operationalizing-a-social-license-for-data-re-use.json","A Facilitator's Guide and Worksheet: Operationalizing a Social License for Data Re-Use","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F53358c52-cb98-4256-afa3-fa2c367b97b3","A practical worksheet for assessing and planning responsible data re-use across organizations.",{},"a-facilitators-guide-and-worksheet-operationalizing-a-social-license-for-data-re-use","resources\u002Fa-facilitators-guide-and-worksheet-operationalizing-a-social-license-for-data-re-use","https:\u002F\u002Ftools.opendatapolicylab.org\u002Ffiles\u002FData-Re-Use-Worksheet.pdf","Pm9Byvg2ykxVVPD1plpzWgdOLtlsY7AgIFNSwA2M2Os",{"id":65,"title":66,"category":45,"cover_image":67,"description":68,"extension":10,"file":48,"meta":69,"slug":70,"stem":71,"url":72,"__hash__":73},"resources\u002Fresources\u002Fblueprint-worksheets.json","Blueprint Worksheets","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002Fc451caf0-6a85-47c3-9a3b-06154f7edbf7","Worksheets to support setting up a data commons",{},"blueprint-worksheets","resources\u002Fblueprint-worksheets","https:\u002F\u002Fincubator.opendatapolicylab.org\u002Ffiles\u002Fappendix%20a_fillable.pdf","wNQIpDYGqLV-C9sbH0zBd_vRtfi8ND_QFVWHQv-yxmw",{"id":75,"title":76,"category":45,"cover_image":77,"description":78,"extension":10,"file":48,"meta":79,"slug":80,"stem":81,"url":82,"__hash__":83},"resources\u002Fresources\u002Fdata-commons-frequently-asked-questions.json","Data Commons: Frequently Asked Questions","https:\u002F\u002Fcms.thegovlab.com\u002Fassets\u002F74d7629b-cc58-44d3-b03d-00e0b1435c88","An overview of what a data commons is and how it can generate value for 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