{"disclaimer":"Transcripts available through this tool are created by using automatic speech recognition and are not official records nor official documents of the United Nations. Official records and official documents are available on the Official Document System of the United Nations.","url":"https://transcripts.un.org/en/asset/k14/k14xe71kpu","llms":{"note":"Plain-text sibling of this page, compact for LLM context. For the full API guide (search, listing, URL grammar) see /llms.txt.","textUrl":"/en/asset/k14/k14xe71kpu.txt","guide":"/llms.txt"},"video":{"id":"k14/k14xe71kpu","kaltura_id":"1_4xe71kpu","title":"Digitization, Statistics, and AI: A path towards well-informed decision-making (HLPF 2026 Side Event)","clean_title":"Digitization, Statistics, and AI: A path towards well-informed decision-making (HLPF 2026 Side Event)","url":"https://webtv.un.org/en/asset/k14/k14xe71kpu","date":"2026-07-09T00:00:00.000Z","scheduled_time":"2026-07-09T17:15:00.000Z","status":"finished","duration":"01:20:33","category":"Economic and Social Council","body":"Economic and Social Council","event_code":null,"event_type":null,"session_number":null,"pv_symbol":null,"pv_part":null,"slug":"asset/k14/k14xe71kpu"},"metadata":{"summary":"Side Event at the High-Level Political Forum 2026 organized by the Permanent Missions of Singapore, Rwanda, and Jamaica to the United Nations, in partnership with the DESA's United Nations Statistics Division under the Data for Now initiative.","description":"This high-level side event will bring together ministers, Permanent Representatives, countries presenting their Voluntary National Reviews (VNRs) and key partners to explore how stronger data ecosystems can enable better decisions and accelerate SDG delivery.\nThe discussion will focus on:\nHow robust data ecosystems support effective policymaking, institutional trust, and integrated SDG delivery.\nThe importance of adopting a multi-stakeholder, multi-sectoral, and inclusive approach to address national development needs.\nLessons and challenges in digitizing large and diverse data sources, transforming them into official statistics, and building capacity for responsible use of AI to inform policymaking.\nPriority investments in infrastructure, skills, governance, and partnerships to prepare data systems for now and the future.","categories":["Meetings & Events","Economic and Social Council"],"geographic_subject":[],"subject_topical":["DIGITAL TECHNOLOGY","ARTIFICIAL INTELLIGENCE","STATISTICS","SUSTAINABLE DEVELOPMENT","SUSTAINABLE DEVELOPMENT GOALS"],"corporate_name":[],"speaker_affiliation":[],"related_documents":[{"title":"Concept note","url":"https://files.teamup.com/4777013/attachment/01KWYM539VZD1VVG322H7T7F69/Digitization%20Statistics%20and%20AI%209%20July.pdf?hash=8519d553d9c93f86c04cd72f3a28a7e9e7521ad7b5e6436bc2c06e7f41173317"}]},"transcript":{"transcript_id":"assemblyai-universal-3-5-pro-44fa11db-8066-4da2-866d-f3ffa5fff428","language":"en","data":[{"statement_number":1,"paragraphs":[{"sentences":[{"text":"Integrated, analyzed, disseminated, and used.","start":2.186,"end":6.03,"topics":[],"words":[{"text":"Integrated,","start":2.186,"end":2.652},{"text":"analyzed,","start":3.151,"end":3.81},{"text":"disseminated,","start":4.116,"end":5.017},{"text":"and","start":5.403,"end":5.66},{"text":"used.","start":5.66,"end":6.03}]},{"text":"These developments create unprecedented opportunities to close data gaps and generate new insights, but also raise fundamental questions about quality, ethics, transparency, trust, and 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for example, the rapid rise of artificial intelligence.","start":25.53,"end":28.341,"topics":[],"words":[{"text":"Take,","start":25.53,"end":25.692},{"text":"for","start":25.725,"end":25.806},{"text":"example,","start":25.806,"end":26.31},{"text":"the","start":26.375,"end":26.456},{"text":"rapid","start":26.456,"end":26.83},{"text":"rise","start":26.846,"end":27.122},{"text":"of","start":27.122,"end":27.269},{"text":"artificial","start":27.269,"end":27.756},{"text":"intelligence.","start":27.756,"end":28.341}]},{"text":"This is a profound technological shift, redefining how humans and machines complement each 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preparing official data for AI integration could undermine trust, But embracing AI readiness also offers other major 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this group— the establishment of this group underscores the urgency of strengthening data ecosystems and leveraging technology 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we begin our session, I am keen to hear our speakers' perspectives on how countries can build stronger and more integrated data ecosystems, How multi-stakeholder and inclusive partnerships can help address national development 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lessons are emerging from efforts to digitize and modernize statistical systems and responsibly leverage AI?","start":248.879,"end":256.779,"topics":[],"words":[{"text":"What","start":248.879,"end":249.184},{"text":"lessons","start":249.184,"end":249.569},{"text":"are","start":249.682,"end":249.842},{"text":"emerging","start":249.842,"end":250.372},{"text":"from","start":250.468,"end":250.661},{"text":"efforts","start":250.87,"end":251.239},{"text":"to","start":251.528,"end":251.689},{"text":"digitize","start":251.689,"end":252.219},{"text":"and","start":252.556,"end":252.7},{"text":"modernize","start":252.732,"end":253.343},{"text":"statistical","start":253.535,"end":254.194},{"text":"systems","start":254.194,"end":254.788},{"text":"and","start":254.964,"end":255.028},{"text":"responsibly","start":255.061,"end":255.847},{"text":"leverage","start":255.863,"end":256.345},{"text":"AI?","start":256.506,"end":256.779}]},{"text":"And what investments are the most critical to ensure that our data infrastructure, institutions, and capacities remain fit for purpose not just now but also in the future.","start":257.87,"end":268.683,"topics":[],"words":[{"text":"And","start":257.87,"end":257.935},{"text":"what","start":258.015,"end":258.192},{"text":"investments","start":258.192,"end":258.946},{"text":"are","start":258.978,"end":259.011},{"text":"the","start":259.011,"end":259.107},{"text":"most","start":259.107,"end":259.38},{"text":"critical","start":259.38,"end":259.942},{"text":"to","start":259.942,"end":260.038},{"text":"ensure","start":260.038,"end":260.44},{"text":"that","start":260.44,"end":260.616},{"text":"our","start":260.616,"end":260.761},{"text":"data","start":260.761,"end":261.098},{"text":"infrastructure,","start":261.098,"end":261.901},{"text":"institutions,","start":262.511,"end":263.217},{"text":"and","start":263.474,"end":263.619},{"text":"capacities","start":263.715,"end":264.341},{"text":"remain","start":265.016,"end":265.305},{"text":"fit","start":265.337,"end":265.513},{"text":"for","start":265.562,"end":265.658},{"text":"purpose","start":265.658,"end":266.091},{"text":"not","start":266.703,"end":266.868},{"text":"just","start":266.868,"end":267.099},{"text":"now","start":267.115,"end":267.231},{"text":"but","start":267.61,"end":267.841},{"text":"also","start":267.841,"end":268.105},{"text":"in","start":268.105,"end":268.155},{"text":"the","start":268.254,"end":268.336},{"text":"future.","start":268.336,"end":268.683}]},{"text":"I would now give the floor to His Excellency Mr. Burhan Ghaffour, who is Permanent Representative of Singapore to the United Nations, for his welcome and opening 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you very much, Shantanu, for the opening remarks.","start":280.888,"end":284.583,"topics":[],"words":[{"text":"Thank","start":280.888,"end":281.193},{"text":"you","start":281.193,"end":281.354},{"text":"very","start":281.37,"end":281.563},{"text":"much,","start":281.595,"end":281.82},{"text":"Shantanu,","start":282.27,"end":282.832},{"text":"for","start":283.282,"end":283.475},{"text":"the","start":283.475,"end":283.684},{"text":"opening","start":283.7,"end":283.989},{"text":"remarks.","start":284.021,"end":284.583}]},{"text":"Dear friends, thank you all for accepting our invitation to this side event, and I want to start by thanking the co-sponsors, which are the Permanent Missions of Rwanda and Jamaica, who are represented here very ably by their Deputy Permanent Representatives, Alain, as well as Robert, who's on my left, and Alain on the other 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Particular attention was given to marginalized, rural, indigenous, and underserved groups that are often underrepresented in existing datasets."}],"words":[{"text":"National","start":740.828,"end":741.293},{"text":"averages","start":741.309,"end":741.758},{"text":"can","start":741.854,"end":741.966},{"text":"hide","start":742.03,"end":742.319},{"text":"important","start":742.415,"end":742.895},{"text":"differences","start":742.895,"end":743.408},{"text":"between","start":743.617,"end":743.921},{"text":"regions,","start":744.097,"end":744.482},{"text":"socioeconomic","start":744.931,"end":745.876},{"text":"groups,","start":745.876,"end":746.309},{"text":"and","start":746.677,"end":746.741},{"text":"population","start":746.838,"end":747.206},{"text":"groups.","start":747.318,"end":747.543}]},{"text":"To achieve the SDG commitment of leaving no one behind, finely disaggregated data are needed to help identify vulnerable groups.","start":748.104,"end":756.76,"topics":[{"key":"inclusive-disaggregated-data","label":"Inclusive and Disaggregated Data","description":"Speakers stressed that national averages can hide vulnerable populations, and that better disaggregation is needed to uphold the commitment to leave no one behind. Particular attention was given to marginalized, rural, indigenous, and underserved groups that are often underrepresented in existing datasets."},{"key":"sdg-monitoring","label":"SDG Monitoring and Indicators","description":"A recurring theme was the need for stronger data systems to track SDG progress, close persistent data gaps, and improve reporting against the global indicator framework. Participants linked better monitoring to more timely, credible, and policy-relevant decision-making before and beyond 2030."}],"words":[{"text":"To","start":748.104,"end":748.168},{"text":"achieve","start":748.2,"end":748.584},{"text":"the","start":748.584,"end":748.729},{"text":"SDG","start":748.745,"end":749.241},{"text":"commitment","start":749.322,"end":749.963},{"text":"of","start":749.963,"end":750.091},{"text":"leaving","start":750.187,"end":750.395},{"text":"no","start":750.507,"end":750.748},{"text":"one","start":750.764,"end":750.892},{"text":"behind,","start":751.004,"end":751.533},{"text":"finely","start":751.966,"end":752.334},{"text":"disaggregated","start":752.43,"end":753.216},{"text":"data","start":753.248,"end":753.488},{"text":"are","start":753.648,"end":753.793},{"text":"needed","start":753.793,"end":754.097},{"text":"to","start":754.129,"end":754.257},{"text":"help","start":754.273,"end":754.626},{"text":"identify","start":754.77,"end":755.475},{"text":"vulnerable","start":755.828,"end":756.39},{"text":"groups.","start":756.454,"end":756.76}]},{"text":"Thirdly, data fragmentation.","start":757.739,"end":759.554,"topics":[],"words":[{"text":"Thirdly,","start":757.739,"end":758.028},{"text":"data","start":758.446,"end":758.703},{"text":"fragmentation.","start":758.703,"end":759.554}]},{"text":"Useful data already exists across government agencies and the private sector, but these datasets are often undiscovered, disconnected, or underutilised.","start":760.309,"end":771.167,"topics":[{"key":"interoperability-data-sharing","label":"Interoperability and Data Sharing","description":"Several interventions highlighted the importance of making datasets interoperable across ministries, systems, and even countries through common standards, metadata, and secure exchange mechanisms. Reducing silos and enabling responsible sharing were seen as prerequisites for better public policy and more usable statistics."}],"words":[{"text":"Useful","start":760.309,"end":760.695},{"text":"data","start":760.695,"end":761.193},{"text":"already","start":761.257,"end":761.562},{"text":"exists","start":761.658,"end":762.172},{"text":"across","start":762.494,"end":762.959},{"text":"government","start":762.959,"end":763.361},{"text":"agencies","start":763.425,"end":763.891},{"text":"and","start":763.923,"end":764.084},{"text":"the","start":764.084,"end":764.164},{"text":"private","start":764.164,"end":764.405},{"text":"sector,","start":764.405,"end":764.79},{"text":"but","start":765.288,"end":765.385},{"text":"these","start":765.449,"end":765.577},{"text":"datasets","start":765.626,"end":766.123},{"text":"are","start":766.396,"end":766.589},{"text":"often","start":766.653,"end":766.943},{"text":"undiscovered,","start":767.601,"end":768.308},{"text":"disconnected,","start":768.966,"end":769.609},{"text":"or","start":770.01,"end":770.171},{"text":"underutilised.","start":770.251,"end":771.167}]},{"text":"Fourth, resource constraints.","start":771.938,"end":773.239,"topics":[],"words":[{"text":"Fourth,","start":771.938,"end":772.082},{"text":"resource","start":772.275,"end":772.66},{"text":"constraints.","start":772.66,"end":773.239}]},{"text":"National Statistical Offices, or NSOs for short from now on, face increasing demand and expectations, yet expertise and budgets are not keeping pace.","start":773.801,"end":783.948,"topics":[{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. Participants noted that without financing and human capacity, countries will struggle to build durable data systems and use new technologies effectively."}],"words":[{"text":"National","start":773.801,"end":774.202},{"text":"Statistical","start":774.202,"end":774.732},{"text":"Offices,","start":774.765,"end":775.214},{"text":"or","start":775.391,"end":775.439},{"text":"NSOs","start":775.568,"end":776.049},{"text":"for","start":776.049,"end":776.146},{"text":"short","start":776.146,"end":776.563},{"text":"from","start":776.756,"end":776.901},{"text":"now","start":776.933,"end":777.029},{"text":"on,","start":777.238,"end":777.286},{"text":"face","start":777.961,"end":778.234},{"text":"increasing","start":778.603,"end":779.069},{"text":"demand","start":779.181,"end":779.583},{"text":"and","start":779.583,"end":779.712},{"text":"expectations,","start":779.744,"end":780.434},{"text":"yet","start":780.852,"end":780.98},{"text":"expertise","start":781.093,"end":781.639},{"text":"and","start":781.8,"end":781.88},{"text":"budgets","start":782.553,"end":782.906},{"text":"are","start":783.195,"end":783.227},{"text":"not","start":783.227,"end":783.435},{"text":"keeping","start":783.435,"end":783.724},{"text":"pace.","start":783.756,"end":783.948}]},{"text":"Access to technology, AI, infrastructure, they all require investments that many countries find difficult to support.","start":784.477,"end":791.276,"topics":[{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. Participants noted that without financing and human capacity, countries will struggle to build durable data systems and use new technologies effectively."}],"words":[{"text":"Access","start":784.477,"end":784.75},{"text":"to","start":784.798,"end":784.958},{"text":"technology,","start":784.958,"end":785.536},{"text":"AI,","start":785.905,"end":786.193},{"text":"infrastructure,","start":786.562,"end":787.203},{"text":"they","start":787.604,"end":787.749},{"text":"all","start":787.845,"end":787.941},{"text":"require","start":787.989,"end":788.47},{"text":"investments","start":788.47,"end":789.112},{"text":"that","start":789.128,"end":789.224},{"text":"many","start":789.224,"end":789.577},{"text":"countries","start":789.593,"end":789.897},{"text":"find","start":790.01,"end":790.33},{"text":"difficult","start":790.33,"end":790.795},{"text":"to","start":790.795,"end":790.876},{"text":"support.","start":790.876,"end":791.276}]},{"text":"So as we approach 2030, there's not much time left.","start":792.335,"end":795.51,"topics":[],"words":[{"text":"So","start":792.335,"end":792.543},{"text":"as","start":792.559,"end":792.623},{"text":"we","start":792.72,"end":792.816},{"text":"approach","start":792.896,"end":793.345},{"text":"2030,","start":793.602,"end":794.307},{"text":"there's","start":794.5,"end":794.628},{"text":"not","start":794.724,"end":794.836},{"text":"much","start":794.836,"end":794.949},{"text":"time","start":795.061,"end":795.253},{"text":"left.","start":795.365,"end":795.51}]},{"text":"Fortunately, with the rise of big data, digital technologies, AI, this presented an unprecedented opportunity.","start":796.103,"end":804.682,"topics":[{"key":"ai-official-statistics","label":"AI for Official Statistics and Policy","description":"Multiple speakers discussed how AI can support statistical production, forecasting, analysis, and service delivery when used with high-quality data. AI was described as a tool for improving efficiency and insight generation, but not as a substitute for sound methods or human judgment."}],"words":[{"text":"Fortunately,","start":796.103,"end":796.712},{"text":"with","start":796.744,"end":796.905},{"text":"the","start":796.905,"end":796.985},{"text":"rise","start":797.049,"end":797.354},{"text":"of","start":797.386,"end":797.466},{"text":"big","start":797.546,"end":797.642},{"text":"data,","start":797.707,"end":798.14},{"text":"digital","start":798.284,"end":798.637},{"text":"technologies,","start":798.669,"end":799.358},{"text":"AI,","start":799.535,"end":799.807},{"text":"this","start":800.497,"end":800.609},{"text":"presented","start":800.673,"end":801.379},{"text":"an","start":801.379,"end":801.443},{"text":"unprecedented","start":801.876,"end":803.576},{"text":"opportunity.","start":804.057,"end":804.682}]},{"text":"NSOs today have access to more data than ever before, In addition to surveys and censuses, there are growing volumes of admin data, geospatial satellite accounts, mobile and internet data, digital or online transaction data.","start":805.404,"end":821.51,"topics":[{"key":"data-ecosystems","label":"National Data Ecosystems","description":"Speakers emphasized building integrated national data ecosystems that combine statistical offices, institutions, technologies, and partnerships so that data can be turned into actionable evidence for governance and development. 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Speakers stressed that citizens and institutions must be confident that data is used securely, ethically, and accountably."}],"words":[{"text":"First,","start":1140.413,"end":1140.719},{"text":"governance.","start":1140.832,"end":1141.299}]},{"text":"Clear legal frameworks, data stewardship arrangements, and responsible data sharing mechanisms are essential.","start":1141.863,"end":1147.856,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. 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Reducing silos and enabling responsible sharing were seen as prerequisites for better public policy and more usable statistics."}],"words":[{"text":"Clear","start":1141.863,"end":1142.185},{"text":"legal","start":1142.185,"end":1142.604},{"text":"frameworks,","start":1142.604,"end":1143.152},{"text":"data","start":1143.168,"end":1143.409},{"text":"stewardship","start":1143.426,"end":1144.038},{"text":"arrangements,","start":1144.038,"end":1144.779},{"text":"and","start":1145.005,"end":1145.15},{"text":"responsible","start":1145.262,"end":1145.891},{"text":"data","start":1145.891,"end":1146.148},{"text":"sharing","start":1146.148,"end":1146.438},{"text":"mechanisms","start":1146.551,"end":1147.131},{"text":"are","start":1147.196,"end":1147.373},{"text":"essential.","start":1147.373,"end":1147.856}]},{"text":"And that's where the NSO is well-positioned to take on the larger data stewardship role, given their experience as primary users of data for stats production and large database management.","start":1148.262,"end":1159.984,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. 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Reducing silos and enabling responsible sharing were seen as prerequisites for better public policy and more usable statistics."}],"words":[{"text":"Data","start":1162.874,"end":1163.115},{"text":"must","start":1163.115,"end":1163.339},{"text":"be","start":1163.339,"end":1163.42},{"text":"able","start":1163.5,"end":1163.677},{"text":"to","start":1163.677,"end":1163.821},{"text":"move","start":1163.821,"end":1164.126},{"text":"securely","start":1164.222,"end":1164.688},{"text":"across","start":1164.8,"end":1165.009},{"text":"systems","start":1165.057,"end":1165.571},{"text":"through","start":1166.005,"end":1166.181},{"text":"unique","start":1166.31,"end":1166.631},{"text":"identifiers,","start":1166.711,"end":1167.418},{"text":"common","start":1167.771,"end":1168.092},{"text":"standards,","start":1168.092,"end":1168.622},{"text":"consistent","start":1168.975,"end":1169.617},{"text":"metadata,","start":1169.617,"end":1170.324},{"text":"and","start":1170.725,"end":1170.806},{"text":"streamlined","start":1170.822,"end":1171.673},{"text":"IT","start":1172.203,"end":1172.524},{"text":"architectures.","start":1172.652,"end":1173.198}]},{"text":"NSOs need to partner, partner, right, their tech partners, counterparts in government to modernize both statistical agency and administrative data agencies to harness its full potential.","start":1174.177,"end":1187.535,"topics":[{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. 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we mentioned, the Citigroup that the Commission has set up is based in Kigali.","start":1331.448,"end":1335.816,"topics":[],"words":[{"text":"As","start":1331.448,"end":1331.581},{"text":"we","start":1331.697,"end":1331.863},{"text":"mentioned,","start":1331.863,"end":1332.343},{"text":"the","start":1332.377,"end":1332.476},{"text":"Citigroup","start":1332.476,"end":1333.139},{"text":"that","start":1333.781,"end":1333.894},{"text":"the","start":1333.894,"end":1334.023},{"text":"Commission","start":1334.023,"end":1334.346},{"text":"has","start":1334.346,"end":1334.395},{"text":"set","start":1334.395,"end":1334.669},{"text":"up","start":1334.669,"end":1334.782},{"text":"is","start":1334.782,"end":1334.896},{"text":"based","start":1334.928,"end":1335.235},{"text":"in","start":1335.235,"end":1335.38},{"text":"Kigali.","start":1335.412,"end":1335.816}]},{"text":"We are looking forward to hearing from you, sir, about how countries in the Global South, in particular, can strengthen their 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thank you very much, Mr. Moderator.","start":1757.485,"end":1758.673,"topics":[],"words":[{"text":"I","start":1757.485,"end":1757.566},{"text":"thank","start":1757.566,"end":1757.71},{"text":"you","start":1757.71,"end":1757.79},{"text":"very","start":1757.79,"end":1757.87},{"text":"much,","start":1757.87,"end":1758.063},{"text":"Mr.","start":1758.111,"end":1758.223},{"text":"Moderator.","start":1758.287,"end":1758.673}]}]}],"speaker":{"name":"Robert Kainamura","affiliation":"RWA","affiliation_full":"Rwanda","group":null,"function":"DPR"}},{"statement_number":9,"paragraphs":[{"sentences":[{"text":"Thank you, Ambassador, for sharing these insights and for emphasizing that it's not technology for technology's sake that we are looking at, but also, it is a question of shared responsibility and mutual 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would now like to invite LL Reid, who's the DPR of Jamaica to the United Nations, and ask about, from Jamaica's perspective, how can these robust national data ecosystems we've been talking about strengthen policymaking, build institutional trust, and accelerate integrated implementation of the 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of course, as a Small Island Developing State, are there special considerations you would like us to keep in mind?","start":1796.021,"end":1801.873,"topics":[],"words":[{"text":"And","start":1796.021,"end":1796.086},{"text":"of","start":1796.118,"end":1796.231},{"text":"course,","start":1796.263,"end":1796.585},{"text":"as","start":1796.811,"end":1797.117},{"text":"a","start":1797.23,"end":1797.246},{"text":"Small","start":1797.246,"end":1797.504},{"text":"Island","start":1797.617,"end":1797.795},{"text":"Developing","start":1797.795,"end":1798.165},{"text":"State,","start":1798.198,"end":1798.665},{"text":"are","start":1798.988,"end":1799.068},{"text":"there","start":1799.068,"end":1799.181},{"text":"special","start":1799.181,"end":1799.552},{"text":"considerations","start":1799.568,"end":1800.342},{"text":"you","start":1800.697,"end":1800.777},{"text":"would","start":1800.777,"end":1800.938},{"text":"like","start":1800.938,"end":1801.116},{"text":"us","start":1801.116,"end":1801.261},{"text":"to","start":1801.261,"end":1801.341},{"text":"keep","start":1801.341,"end":1801.519},{"text":"in","start":1801.519,"end":1801.632},{"text":"mind?","start":1801.648,"end":1801.873}]},{"text":"Over to you.","start":1801.986,"end":1802.244,"topics":[],"words":[{"text":"Over","start":1801.986,"end":1802.147},{"text":"to","start":1802.147,"end":1802.212},{"text":"you.","start":1802.212,"end":1802.244}]}]}],"speaker":{"name":"Shantanu","affiliation":null,"affiliation_full":null,"group":null,"function":"Moderator"}},{"statement_number":10,"paragraphs":[{"sentences":[{"text":"Thank you so much, Mr. Moderator.","start":1806.687,"end":1808.76,"topics":[],"words":[{"text":"Thank","start":1806.687,"end":1806.864},{"text":"you","start":1806.864,"end":1806.944},{"text":"so","start":1806.944,"end":1807.105},{"text":"much,","start":1807.105,"end":1807.394},{"text":"Mr.","start":1807.491,"end":1807.941},{"text":"Moderator.","start":1808.069,"end":1808.76}]},{"text":"Let me begin by saying that Jamaica is very pleased to co-sponsor this side event and to help create a space for this important and very timely 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am especially pleased to join this panel alongside my colleague from Rwanda, which, like Jamaica, is presenting a Voluntary National Review this year.","start":1819.916,"end":1828.693,"topics":[{"key":"sdg-monitoring","label":"SDG Monitoring and Indicators","description":"A recurring theme was the need for stronger data systems to track SDG progress, close persistent data gaps, and improve reporting against the global indicator framework. 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Participants linked better monitoring to more timely, credible, and policy-relevant decision-making before and beyond 2030."}],"words":[{"text":"In","start":2097.515,"end":2097.563},{"text":"this","start":2097.595,"end":2097.772},{"text":"way,","start":2097.9,"end":2097.997},{"text":"robust","start":2098.399,"end":2098.881},{"text":"data","start":2098.881,"end":2099.286},{"text":"ecosystems","start":2099.286,"end":2100.065},{"text":"very","start":2100.325,"end":2100.503},{"text":"much","start":2100.503,"end":2100.682},{"text":"support","start":2100.682,"end":2101.233},{"text":"the","start":2101.233,"end":2101.314},{"text":"central","start":2101.314,"end":2101.866},{"text":"commitment","start":2101.866,"end":2102.515},{"text":"of","start":2102.531,"end":2102.661},{"text":"the","start":2102.677,"end":2102.774},{"text":"2030","start":2102.774,"end":2103.407},{"text":"Agenda","start":2103.423,"end":2103.991},{"text":"to","start":2104.332,"end":2104.429},{"text":"leave","start":2104.478,"end":2104.77},{"text":"no","start":2104.786,"end":2104.948},{"text":"one","start":2104.964,"end":2105.094},{"text":"behind.","start":2105.208,"end":2105.694}]},{"text":"I also wish to highlight the role that data ecosystems play in building institutional trust, mentioned already, of course, by Dr. Koh.","start":2107.808,"end":2116.904,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. 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These ecosystems were presented as essential infrastructure for SDG implementation and evidence-based policymaking."}],"words":[{"text":"I","start":2107.808,"end":2107.824},{"text":"also","start":2107.888,"end":2108.21},{"text":"wish","start":2108.21,"end":2108.387},{"text":"to","start":2108.387,"end":2108.516},{"text":"highlight","start":2108.532,"end":2108.951},{"text":"the","start":2108.951,"end":2109.096},{"text":"role","start":2109.096,"end":2109.369},{"text":"that","start":2109.45,"end":2109.836},{"text":"data","start":2109.836,"end":2110.158},{"text":"ecosystems","start":2110.158,"end":2110.851},{"text":"play","start":2111.028,"end":2111.237},{"text":"in","start":2111.591,"end":2111.655},{"text":"building","start":2112.01,"end":2112.3},{"text":"institutional","start":2112.493,"end":2113.249},{"text":"trust,","start":2113.459,"end":2114.022},{"text":"mentioned","start":2114.988,"end":2115.471},{"text":"already,","start":2115.471,"end":2115.761},{"text":"of","start":2115.777,"end":2115.842},{"text":"course,","start":2115.874,"end":2116.099},{"text":"by","start":2116.115,"end":2116.276},{"text":"Dr.","start":2116.276,"end":2116.534},{"text":"Koh.","start":2116.598,"end":2116.904}]},{"text":"Trust is strengthened when public institutions consistently produce high-quality, objective, and transparent statistics, and when citizens also have the confidence that their information is collected, managed, and protected responsibly.","start":2117.823,"end":2132.667,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. Speakers stressed that citizens and institutions must be confident that data is used securely, ethically, and accountably."}],"words":[{"text":"Trust","start":2117.823,"end":2118.224},{"text":"is","start":2118.224,"end":2118.272},{"text":"strengthened","start":2118.32,"end":2119.154},{"text":"when","start":2119.186,"end":2119.394},{"text":"public","start":2119.426,"end":2119.811},{"text":"institutions","start":2119.827,"end":2120.516},{"text":"consistently","start":2120.612,"end":2121.43},{"text":"produce","start":2121.43,"end":2121.783},{"text":"high-quality,","start":2121.895,"end":2122.68},{"text":"objective,","start":2122.937,"end":2123.642},{"text":"and","start":2123.818,"end":2123.947},{"text":"transparent","start":2123.947,"end":2124.732},{"text":"statistics,","start":2124.732,"end":2125.518},{"text":"and","start":2126.159,"end":2126.239},{"text":"when","start":2126.239,"end":2126.367},{"text":"citizens","start":2126.415,"end":2126.928},{"text":"also","start":2127.105,"end":2127.361},{"text":"have","start":2127.361,"end":2127.521},{"text":"the","start":2127.521,"end":2127.602},{"text":"confidence","start":2127.602,"end":2128.243},{"text":"that","start":2128.307,"end":2128.419},{"text":"their","start":2128.419,"end":2128.531},{"text":"information","start":2128.644,"end":2129.269},{"text":"is","start":2129.269,"end":2129.333},{"text":"collected,","start":2129.429,"end":2129.942},{"text":"managed,","start":2130.166,"end":2130.808},{"text":"and","start":2130.952,"end":2131.112},{"text":"protected","start":2131.112,"end":2131.737},{"text":"responsibly.","start":2131.93,"end":2132.667}]},{"text":"When institutions are trusted, people are more willing to participate in censuses, surveys, and organizations are more willing to share data responsibly.","start":2134.094,"end":2143.215,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. 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Reducing silos and enabling responsible sharing were seen as prerequisites for better public policy and more usable statistics."}],"words":[{"text":"When","start":2134.094,"end":2134.302},{"text":"institutions","start":2134.334,"end":2135.056},{"text":"are","start":2135.056,"end":2135.2},{"text":"trusted,","start":2135.2,"end":2135.729},{"text":"people","start":2136.082,"end":2136.338},{"text":"are","start":2136.338,"end":2136.434},{"text":"more","start":2136.434,"end":2136.723},{"text":"willing","start":2136.723,"end":2136.883},{"text":"to","start":2136.979,"end":2137.108},{"text":"participate","start":2137.124,"end":2138.037},{"text":"in","start":2138.246,"end":2138.326},{"text":"censuses,","start":2138.518,"end":2139.111},{"text":"surveys,","start":2139.144,"end":2139.673},{"text":"and","start":2140.33,"end":2140.394},{"text":"organizations","start":2140.506,"end":2141.356},{"text":"are","start":2141.468,"end":2141.516},{"text":"more","start":2141.564,"end":2141.805},{"text":"willing","start":2141.869,"end":2142.077},{"text":"to","start":2142.109,"end":2142.205},{"text":"share","start":2142.269,"end":2142.526},{"text":"data","start":2142.59,"end":2142.75},{"text":"responsibly.","start":2142.75,"end":2143.215}]},{"text":"Responsibly.","start":2143.36,"end":2143.809,"topics":[],"words":[{"text":"Responsibly.","start":2143.36,"end":2143.809}]},{"text":"This means policymakers can make decisions with greater confidence.","start":2144.451,"end":2148.466,"topics":[],"words":[{"text":"This","start":2144.451,"end":2144.676},{"text":"means","start":2144.676,"end":2145.045},{"text":"policymakers","start":2145.158,"end":2146.009},{"text":"can","start":2146.041,"end":2146.25},{"text":"make","start":2146.282,"end":2146.442},{"text":"decisions","start":2146.442,"end":2147.101},{"text":"with","start":2147.229,"end":2147.422},{"text":"greater","start":2147.47,"end":2147.791},{"text":"confidence.","start":2147.791,"end":2148.466}]},{"text":"Jamaica, like many other countries, is making efforts to modernize its statistical systems, and digitization is a central pillar of that effort.","start":2149.895,"end":2159.529,"topics":[{"key":"digital-public-services","label":"Digital Transformation of Public Services","description":"Countries described digitization not only as a technology agenda but as a governance strategy to improve public services, administrative efficiency, and real-time decision-making. Examples included digital census operations, digital identity systems, online public service platforms, and government data exchange systems."}],"words":[{"text":"Jamaica,","start":2149.895,"end":2150.36},{"text":"like","start":2150.376,"end":2150.553},{"text":"many","start":2150.553,"end":2150.842},{"text":"other","start":2150.842,"end":2151.019},{"text":"countries,","start":2151.083,"end":2151.629},{"text":"is","start":2151.886,"end":2151.95},{"text":"making","start":2152.126,"end":2152.512},{"text":"efforts","start":2152.704,"end":2153.106},{"text":"to","start":2153.106,"end":2153.202},{"text":"modernize","start":2153.218,"end":2153.957},{"text":"its","start":2154.069,"end":2154.15},{"text":"statistical","start":2154.15,"end":2154.808},{"text":"systems,","start":2154.808,"end":2155.482},{"text":"and","start":2156.221,"end":2156.446},{"text":"digitization","start":2156.558,"end":2157.329},{"text":"is","start":2157.425,"end":2157.489},{"text":"a","start":2157.586,"end":2157.602},{"text":"central","start":2157.602,"end":2158.228},{"text":"pillar","start":2158.308,"end":2158.645},{"text":"of","start":2158.645,"end":2158.774},{"text":"that","start":2158.822,"end":2159.047},{"text":"effort.","start":2159.111,"end":2159.529}]},{"text":"Traditional methods of data collection are increasingly insufficient, and this creates pressure on national statistical systems.","start":2160.492,"end":2168.328,"topics":[{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. Participants noted that without financing and human capacity, countries will struggle to build durable data systems and use new technologies effectively."}],"words":[{"text":"Traditional","start":2160.492,"end":2161.054},{"text":"methods","start":2161.054,"end":2161.423},{"text":"of","start":2161.52,"end":2161.696},{"text":"data","start":2161.696,"end":2162.001},{"text":"collection","start":2162.001,"end":2162.467},{"text":"are","start":2162.724,"end":2162.772},{"text":"increasingly","start":2162.82,"end":2163.591},{"text":"insufficient,","start":2163.784,"end":2164.667},{"text":"and","start":2165.293,"end":2165.389},{"text":"this","start":2165.389,"end":2165.502},{"text":"creates","start":2165.614,"end":2166.031},{"text":"pressure","start":2166.031,"end":2166.417},{"text":"on","start":2166.497,"end":2166.674},{"text":"national","start":2166.674,"end":2167.155},{"text":"statistical","start":2167.155,"end":2167.733},{"text":"systems.","start":2167.733,"end":2168.328}]},{"text":"To find more efficient and sustainable approaches to data production and data use.","start":2169.242,"end":2174.033,"topics":[],"words":[{"text":"To","start":2169.242,"end":2169.37},{"text":"find","start":2169.386,"end":2169.707},{"text":"more","start":2169.707,"end":2169.803},{"text":"efficient","start":2169.803,"end":2170.508},{"text":"and","start":2170.508,"end":2170.604},{"text":"sustainable","start":2170.604,"end":2171.261},{"text":"approaches","start":2171.261,"end":2171.774},{"text":"to","start":2171.886,"end":2172.046},{"text":"data","start":2172.046,"end":2172.383},{"text":"production","start":2172.431,"end":2172.976},{"text":"and","start":2173.232,"end":2173.408},{"text":"data","start":2173.408,"end":2173.793},{"text":"use.","start":2173.793,"end":2174.033}]},{"text":"From our experience, digitization is not just an end in itself, but rather it's a means of improving decision-making and strengthening development outcomes.","start":2175.507,"end":2184.994,"topics":[{"key":"digital-public-services","label":"Digital Transformation of Public Services","description":"Countries described digitization not only as a technology agenda but as a governance strategy to improve public services, administrative efficiency, and real-time decision-making. 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These ecosystems were presented as essential infrastructure for SDG implementation and evidence-based policymaking."},{"key":"ai-official-statistics","label":"AI for Official Statistics and Policy","description":"Multiple speakers discussed how AI can support statistical production, forecasting, analysis, and service delivery when used with high-quality data. 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AI was described as a tool for improving efficiency and insight generation, but not as a substitute for sound methods or human judgment."}],"words":[{"text":"When","start":2298.64,"end":2298.688},{"text":"supported","start":2298.688,"end":2299.207},{"text":"by","start":2299.24,"end":2299.467},{"text":"quality,","start":2299.467,"end":2299.937},{"text":"timely,","start":2300.148,"end":2300.586},{"text":"and","start":2300.684,"end":2300.927},{"text":"representative","start":2300.927,"end":2301.69},{"text":"data,","start":2301.755,"end":2302.176},{"text":"AI","start":2302.874,"end":2303.053},{"text":"can","start":2303.053,"end":2303.296},{"text":"help","start":2303.296,"end":2303.523},{"text":"governments","start":2303.539,"end":2304.091},{"text":"identify","start":2304.172,"end":2304.675},{"text":"trends,","start":2304.675,"end":2305.129},{"text":"improve","start":2305.486,"end":2305.811},{"text":"forecasting,","start":2305.811,"end":2306.508},{"text":"optimize","start":2307.106,"end":2307.652},{"text":"service","start":2307.684,"end":2308.085},{"text":"delivery,","start":2308.085,"end":2308.534},{"text":"and","start":2308.727,"end":2308.871},{"text":"strengthen","start":2308.871,"end":2309.336},{"text":"policy","start":2309.433,"end":2309.818},{"text":"analysis.","start":2309.834,"end":2310.395}]},{"text":"At the same time, it's essential that the deployment of AI is guided by appropriate governance frameworks that promote transparency, accountability, privacy, and inclusivity, ensuring that technological innovation advances development objectives while maintaining public trust.","start":2311.438,"end":2330.223,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. Speakers stressed that citizens and institutions must be confident that data is used securely, ethically, and accountably."}],"words":[{"text":"At","start":2311.438,"end":2311.47},{"text":"the","start":2311.47,"end":2311.55},{"text":"same","start":2311.55,"end":2311.807},{"text":"time,","start":2311.855,"end":2312.144},{"text":"it's","start":2312.352,"end":2312.593},{"text":"essential","start":2312.593,"end":2313.219},{"text":"that","start":2313.219,"end":2313.363},{"text":"the","start":2313.363,"end":2313.427},{"text":"deployment","start":2313.443,"end":2314.085},{"text":"of","start":2314.165,"end":2314.358},{"text":"AI","start":2314.406,"end":2314.534},{"text":"is","start":2314.967,"end":2315.031},{"text":"guided","start":2315.144,"end":2315.609},{"text":"by","start":2315.609,"end":2315.737},{"text":"appropriate","start":2315.946,"end":2316.507},{"text":"governance","start":2316.571,"end":2317.069},{"text":"frameworks","start":2317.069,"end":2317.726},{"text":"that","start":2318.111,"end":2318.272},{"text":"promote","start":2318.272,"end":2318.593},{"text":"transparency,","start":2318.593,"end":2319.443},{"text":"accountability,","start":2319.876,"end":2320.726},{"text":"privacy,","start":2320.903,"end":2321.528},{"text":"and","start":2321.705,"end":2321.849},{"text":"inclusivity,","start":2321.881,"end":2322.571},{"text":"ensuring","start":2323.566,"end":2324.015},{"text":"that","start":2324.047,"end":2324.191},{"text":"technological","start":2324.288,"end":2325.026},{"text":"innovation","start":2325.09,"end":2325.699},{"text":"advances","start":2325.731,"end":2326.341},{"text":"development","start":2326.373,"end":2326.999},{"text":"objectives","start":2327.015,"end":2327.624},{"text":"while","start":2328.362,"end":2328.619},{"text":"maintaining","start":2328.619,"end":2329.229},{"text":"public","start":2329.341,"end":2329.726},{"text":"trust.","start":2329.742,"end":2330.223}]},{"text":"Jamaica has an established the National Artificial Intelligence Task Force, which is now working towards developing a national AI draft policy by November of this year.","start":2331.266,"end":2342.144,"topics":[],"words":[{"text":"Jamaica","start":2331.266,"end":2331.828},{"text":"has","start":2331.828,"end":2332.116},{"text":"an","start":2332.389,"end":2332.469},{"text":"established","start":2332.469,"end":2333.544},{"text":"the","start":2333.32,"end":2333.352},{"text":"National","start":2333.352,"end":2333.93},{"text":"Artificial","start":2334.059,"end":2334.589},{"text":"Intelligence","start":2334.621,"end":2335.28},{"text":"Task","start":2335.28,"end":2335.682},{"text":"Force,","start":2335.682,"end":2336.116},{"text":"which","start":2336.631,"end":2336.775},{"text":"is","start":2336.952,"end":2337.016},{"text":"now","start":2337.193,"end":2337.29},{"text":"working","start":2337.45,"end":2337.82},{"text":"towards","start":2337.933,"end":2338.302},{"text":"developing","start":2338.334,"end":2338.768},{"text":"a","start":2338.817,"end":2338.833},{"text":"national","start":2338.833,"end":2339.443},{"text":"AI","start":2339.604,"end":2339.813},{"text":"draft","start":2339.861,"end":2340.279},{"text":"policy","start":2340.279,"end":2340.713},{"text":"by","start":2341.067,"end":2341.179},{"text":"November","start":2341.244,"end":2341.758},{"text":"of","start":2341.774,"end":2341.838},{"text":"this","start":2341.871,"end":2342.08},{"text":"year.","start":2342.08,"end":2342.144}]},{"text":"This ties in quite neatly to our discussion on enhanced data collection and our objective to prioritize digitization at the national level.","start":2343.48,"end":2352.305,"topics":[{"key":"digital-public-services","label":"Digital Transformation of Public Services","description":"Countries described digitization not only as a technology agenda but as a governance strategy to improve public services, administrative efficiency, and real-time decision-making. Examples included digital census operations, digital identity systems, online public service platforms, and government data exchange systems."}],"words":[{"text":"This","start":2343.48,"end":2343.674},{"text":"ties","start":2343.786,"end":2344.092},{"text":"in","start":2344.124,"end":2344.253},{"text":"quite","start":2344.269,"end":2344.495},{"text":"neatly","start":2344.527,"end":2344.849},{"text":"to","start":2344.849,"end":2345.01},{"text":"our","start":2345.01,"end":2345.187},{"text":"discussion","start":2345.235,"end":2345.767},{"text":"on","start":2346.04,"end":2346.169},{"text":"enhanced","start":2346.282,"end":2346.781},{"text":"data","start":2346.781,"end":2346.974},{"text":"collection","start":2347.023,"end":2347.554},{"text":"and","start":2348.15,"end":2348.263},{"text":"our","start":2348.295,"end":2348.456},{"text":"objective","start":2348.472,"end":2349.084},{"text":"to","start":2349.116,"end":2349.245},{"text":"prioritize","start":2349.277,"end":2350.13},{"text":"digitization","start":2350.388,"end":2351.338},{"text":"at","start":2351.37,"end":2351.451},{"text":"the","start":2351.451,"end":2351.58},{"text":"national","start":2351.58,"end":2351.934},{"text":"level.","start":2351.934,"end":2352.305}]},{"text":"Together, colleagues, these initiatives are helping Jamaica to build a stronger, more integrated, and more forward-looking data ecosystem, one that enhances governance, improves public service delivery, and supports sustainable development.","start":2353.87,"end":2368.5,"topics":[{"key":"data-ecosystems","label":"National Data Ecosystems","description":"Speakers emphasized building integrated national data ecosystems that combine statistical offices, institutions, technologies, and partnerships so that data can be turned into actionable evidence for governance and development. These ecosystems were presented as essential infrastructure for SDG implementation and evidence-based policymaking."},{"key":"digital-public-services","label":"Digital Transformation of Public Services","description":"Countries described digitization not only as a technology agenda but as a governance strategy to improve public services, administrative efficiency, and real-time decision-making. Examples included digital census operations, digital identity systems, online public service platforms, and government data exchange systems."}],"words":[{"text":"Together,","start":2353.87,"end":2354.192},{"text":"colleagues,","start":2354.257,"end":2354.676},{"text":"these","start":2354.692,"end":2354.886},{"text":"initiatives","start":2354.918,"end":2355.45},{"text":"are","start":2355.547,"end":2355.595},{"text":"helping","start":2355.644,"end":2355.95},{"text":"Jamaica","start":2356.047,"end":2356.531},{"text":"to","start":2356.531,"end":2356.611},{"text":"build","start":2356.611,"end":2356.837},{"text":"a","start":2356.837,"end":2356.853},{"text":"stronger,","start":2356.869,"end":2357.482},{"text":"more","start":2357.66,"end":2357.982},{"text":"integrated,","start":2357.982,"end":2358.772},{"text":"and","start":2358.869,"end":2358.982},{"text":"more","start":2359.03,"end":2359.143},{"text":"forward-looking","start":2359.36,"end":2360.001},{"text":"data","start":2360.274,"end":2360.594},{"text":"ecosystem,","start":2360.594,"end":2361.14},{"text":"one","start":2362.278,"end":2362.487},{"text":"that","start":2362.503,"end":2362.679},{"text":"enhances","start":2362.679,"end":2363.208},{"text":"governance,","start":2363.24,"end":2363.898},{"text":"improves","start":2364.459,"end":2364.86},{"text":"public","start":2364.924,"end":2365.245},{"text":"service","start":2365.245,"end":2365.646},{"text":"delivery,","start":2365.646,"end":2366.095},{"text":"and","start":2366.512,"end":2366.624},{"text":"supports","start":2366.624,"end":2367.185},{"text":"sustainable","start":2367.185,"end":2367.81},{"text":"development.","start":2367.81,"end":2368.5}]},{"text":"Looking ahead, countries must continue to make strategic investments in digital infrastructure, interoperable systems, secure data management, and statistical capacity.","start":2369.639,"end":2380.254,"topics":[{"key":"interoperability-data-sharing","label":"Interoperability and Data Sharing","description":"Several interventions highlighted the importance of making datasets interoperable across ministries, systems, and even countries through common standards, metadata, and secure exchange mechanisms. Reducing silos and enabling responsible sharing were seen as prerequisites for better public policy and more usable statistics."},{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. Participants noted that without financing and human capacity, countries will struggle to build durable data systems and use new technologies effectively."},{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. Speakers stressed that citizens and institutions must be confident that data is used securely, ethically, and accountably."}],"words":[{"text":"Looking","start":2369.639,"end":2369.863},{"text":"ahead,","start":2369.895,"end":2370.28},{"text":"countries","start":2370.456,"end":2370.825},{"text":"must","start":2370.873,"end":2371.05},{"text":"continue","start":2371.082,"end":2371.467},{"text":"to","start":2371.499,"end":2371.611},{"text":"make","start":2371.627,"end":2371.836},{"text":"strategic","start":2371.836,"end":2372.541},{"text":"investments","start":2372.541,"end":2373.343},{"text":"in","start":2373.359,"end":2373.439},{"text":"digital","start":2373.567,"end":2373.936},{"text":"infrastructure,","start":2374.049,"end":2374.818},{"text":"interoperable","start":2375.267,"end":2375.989},{"text":"systems,","start":2375.989,"end":2376.518},{"text":"secure","start":2377.047,"end":2377.384},{"text":"data","start":2377.528,"end":2377.897},{"text":"management,","start":2377.897,"end":2378.635},{"text":"and","start":2378.779,"end":2378.875},{"text":"statistical","start":2378.875,"end":2379.709},{"text":"capacity.","start":2379.741,"end":2380.254}]},{"text":"These investments are essential if we are to harness the full potential of data, digital technology, and emerging tools such as AI in support of sustainable development.","start":2381.361,"end":2391.833,"topics":[{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. 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would now like to invite Maria Dimitridou, who is the World Bank Special Representative to the UN, Head of Multilateral Affairs, And a close— the World Bank is a close partner of the Statistics Division here, so it's a special pleasure to invite 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it has been advancing a systems-based approach to data and statistics through initiatives such as Data360 and in promoting AI readiness in official 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we'd love to hear from her about the Bank's experience in these areas and how this is contributing to further strengthening this 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you very much, Santanu.","start":2466.19,"end":2468.342,"topics":[],"words":[{"text":"Thank","start":2466.19,"end":2466.383},{"text":"you","start":2466.431,"end":2466.56},{"text":"very","start":2466.672,"end":2466.881},{"text":"much,","start":2466.929,"end":2467.218},{"text":"Santanu.","start":2467.587,"end":2468.342}]},{"text":"Excellencies, dear colleagues, let me begin by expressing my appreciation to the co-organizers 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Such partnerships were seen as necessary to mobilize financing, share digital public goods, strengthen standards, and support country-level data systems."}],"words":[{"text":"working","start":2542.032,"end":2542.321},{"text":"with","start":2542.337,"end":2542.449},{"text":"partners.","start":2542.514,"end":2542.883}]},{"text":"For the World Bank Group's job strategy, investment in data infrastructure sits at the very core of our approach to productive, inclusive employment.","start":2543.863,"end":2552.942,"topics":[{"key":"data-ecosystems","label":"National Data Ecosystems","description":"Speakers emphasized building integrated national data ecosystems that combine statistical offices, institutions, technologies, and partnerships so that data can be turned into actionable evidence for governance and development. 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I would now like to invite Dave Hotchkiss, who's engineering manager at Google, to offer his perspectives, particularly on how we can harness technology and build collaborative, scalable AI that can analyze massive datasets, maybe Data 360++, to drive more 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you to our moderator, to the Excellencies, our esteemed hosts.","start":3034.155,"end":3038.422,"topics":[],"words":[{"text":"Thank","start":3034.155,"end":3034.317},{"text":"you","start":3034.317,"end":3034.397},{"text":"to","start":3034.397,"end":3034.462},{"text":"our","start":3034.462,"end":3034.575},{"text":"moderator,","start":3034.575,"end":3034.881},{"text":"to","start":3036.07,"end":3036.102},{"text":"the","start":3036.102,"end":3036.15},{"text":"Excellencies,","start":3036.166,"end":3036.875},{"text":"our","start":3036.988,"end":3037.246},{"text":"esteemed","start":3037.729,"end":3038.132},{"text":"hosts.","start":3038.18,"end":3038.422}]},{"text":"Thank you for being here today.","start":3038.503,"end":3040.13,"topics":[],"words":[{"text":"Thank","start":3038.503,"end":3038.68},{"text":"you","start":3038.68,"end":3038.761},{"text":"for","start":3038.761,"end":3039.051},{"text":"being","start":3039.325,"end":3039.534},{"text":"here","start":3039.566,"end":3039.679},{"text":"today.","start":3039.727,"end":3040.13}]},{"text":"I'm delighted to be included And as we've heard, a consistent theme on the trustworthiness, the reliability, and the integration of data.","start":3040.598,"end":3048.166,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. 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so with that, thank you for being here.","start":3572.956,"end":3575.541,"topics":[],"words":[{"text":"And","start":3572.956,"end":3573.02},{"text":"so","start":3573.116,"end":3573.213},{"text":"with","start":3573.935,"end":3573.999},{"text":"that,","start":3573.999,"end":3574.321},{"text":"thank","start":3574.401,"end":3574.642},{"text":"you","start":3574.642,"end":3574.738},{"text":"for","start":3574.802,"end":3575.075},{"text":"being","start":3575.139,"end":3575.348},{"text":"here.","start":3575.445,"end":3575.541}]},{"text":"I look forward to answering some questions.","start":3575.621,"end":3577.516,"topics":[],"words":[{"text":"I","start":3575.621,"end":3575.701},{"text":"look","start":3575.701,"end":3575.846},{"text":"forward","start":3575.846,"end":3576.103},{"text":"to","start":3576.103,"end":3576.247},{"text":"answering","start":3576.328,"end":3576.633},{"text":"some","start":3576.665,"end":3576.906},{"text":"questions.","start":3576.906,"end":3577.516}]}]}],"speaker":{"name":"Dave Hotchkiss","affiliation":"Google","affiliation_full":"Google","group":null,"function":"Engineering Manager"}},{"statement_number":15,"paragraphs":[{"sentences":[{"text":"Thank you so much, Dave, and sort of full disclosure, we are great users of the Data 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am a youth advocate from Hong Kong.","start":3761.856,"end":3765.059,"topics":[],"words":[{"text":"My","start":3761.856,"end":3762.018},{"text":"name","start":3762.098,"end":3762.276},{"text":"is","start":3762.276,"end":3762.39},{"text":"Kevin","start":3762.503,"end":3762.745},{"text":"Yuan,","start":3762.745,"end":3762.956},{"text":"and","start":3763.069,"end":3763.215},{"text":"I","start":3763.215,"end":3763.312},{"text":"am","start":3763.312,"end":3763.36},{"text":"a","start":3763.473,"end":3763.619},{"text":"youth","start":3763.635,"end":3763.862},{"text":"advocate","start":3763.942,"end":3764.331},{"text":"from","start":3764.347,"end":3764.525},{"text":"Hong","start":3764.525,"end":3764.735},{"text":"Kong.","start":3764.767,"end":3765.059}]},{"text":"So I think, as mentioned in the discussion, AI really only works when citizens trust that governments provide high-quality data.","start":3766.853,"end":3774.214,"topics":[{"key":"data-governance-trust","label":"Data Governance, 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AI was described as a tool for improving efficiency and insight generation, but not as a substitute for sound methods or human judgment."}],"words":[{"text":"So","start":3785.456,"end":3785.68},{"text":"this","start":3785.68,"end":3785.857},{"text":"would","start":3785.857,"end":3786.001},{"text":"obviously","start":3786.001,"end":3786.386},{"text":"act","start":3786.562,"end":3786.723},{"text":"as","start":3786.723,"end":3786.803},{"text":"a","start":3786.963,"end":3786.995},{"text":"significant","start":3786.995,"end":3787.605},{"text":"undermining","start":3787.621,"end":3788.15},{"text":"of","start":3788.166,"end":3788.214},{"text":"the","start":3788.262,"end":3788.423},{"text":"trust","start":3788.423,"end":3788.728},{"text":"that","start":3788.728,"end":3788.888},{"text":"AI","start":3788.968,"end":3789.064},{"text":"systems","start":3789.064,"end":3789.401},{"text":"truly","start":3789.465,"end":3789.77},{"text":"need,","start":3789.77,"end":3790.075},{"text":"especially","start":3790.363,"end":3790.796},{"text":"when","start":3790.828,"end":3790.989},{"text":"created","start":3790.989,"end":3791.358},{"text":"by","start":3791.39,"end":3791.55},{"text":"governments.","start":3791.55,"end":3792.095}]}]},{"sentences":[{"text":"So my question here is that how can governments and organizations mitigate this risk of deception to ensure that the information provided to users is accurate?","start":3793.219,"end":3801.676,"topics":[{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. 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Yuan","affiliation":"HKG","affiliation_full":"China, Hong Kong Special Administrative Region","group":null,"function":"Youth advocate"}},{"statement_number":19,"paragraphs":[{"sentences":[{"text":"Thank you.","start":3804.448,"end":3805.091,"topics":[],"words":[{"text":"Thank","start":3804.448,"end":3805.043},{"text":"you.","start":3805.043,"end":3805.091}]},{"text":"And in the interest of fairness, let me go to the gentleman at the back, and then maybe we'll let the panel respond to these, and we have a second 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developing member states.","start":3843.79,"end":3848.169,"topics":[{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. 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where AI is generating probabilistic-based 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is actually a really deep question.","start":4759.164,"end":4760.77,"topics":[],"words":[{"text":"This","start":4759.164,"end":4759.229},{"text":"is","start":4759.326,"end":4759.39},{"text":"actually","start":4759.487,"end":4759.745},{"text":"a","start":4759.745,"end":4759.81},{"text":"really","start":4759.81,"end":4760.149},{"text":"deep","start":4760.149,"end":4760.456},{"text":"question.","start":4760.53,"end":4760.77}]},{"text":"And I think— I don't know the answer to 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Participants linked better monitoring to more timely, credible, and policy-relevant decision-making before and beyond 2030."},{"key":"data-ecosystems","label":"National Data Ecosystems","description":"Speakers emphasized building integrated national data ecosystems that combine statistical offices, institutions, technologies, and partnerships so that data can be turned into actionable evidence for governance and development. These ecosystems were presented as essential infrastructure for SDG implementation and evidence-based policymaking."},{"key":"data-governance-trust","label":"Data Governance, Privacy, and Trust","description":"Trust, privacy protection, transparency, and responsible governance were repeatedly identified as foundations for both data sharing and AI adoption. Speakers stressed that citizens and institutions must be confident that data is used securely, ethically, and accountably."},{"key":"ai-official-statistics","label":"AI for Official Statistics and Policy","description":"Multiple speakers discussed how AI can support statistical production, forecasting, analysis, and service delivery when used with high-quality data. AI was described as a tool for improving efficiency and insight generation, but not as a substitute for sound methods or human judgment."},{"key":"climate-resilience-data","label":"Climate, Disaster, and Resilience Data","description":"Data was repeatedly linked to climate adaptation, disaster preparedness, water security, agriculture, and other resilience challenges. Speakers argued that integrated and timely data helps governments understand environmental risks and respond more effectively to shocks."},{"key":"digital-public-services","label":"Digital Transformation of Public Services","description":"Countries described digitization not only as a technology agenda but as a governance strategy to improve public services, administrative efficiency, and real-time decision-making. Examples included digital census operations, digital identity systems, online public service platforms, and government data exchange systems."},{"key":"global-data-partnerships","label":"International Data Partnerships","description":"The discussion highlighted the importance of international cooperation among governments, UN bodies, development banks, private companies, and other partners. Such partnerships were seen as necessary to mobilize financing, share digital public goods, strengthen standards, and support country-level data systems."},{"key":"capacity-financing-skills","label":"Capacity, Financing, and Skills","description":"A common concern was the need for sustained investment in statistical capacity, digital infrastructure, AI capabilities, and workforce skills. Participants noted that without financing and human capacity, countries will struggle to build durable data systems and use new technologies effectively."},{"key":"inclusive-disaggregated-data","label":"Inclusive and Disaggregated Data","description":"Speakers stressed that national averages can hide vulnerable populations, and that better disaggregation is needed to uphold the commitment to leave no one behind. Particular attention was given to marginalized, rural, indigenous, and underserved groups that are often underrepresented in existing datasets."},{"key":"interoperability-data-sharing","label":"Interoperability and Data Sharing","description":"Several interventions highlighted the importance of making datasets interoperable across ministries, systems, and even countries through common standards, metadata, and secure exchange mechanisms. Reducing silos and enabling responsible sharing were seen as prerequisites for better public policy and more usable statistics."}]}}