Sign in

The GovLab

@thegovlab.org
380 followers 269 following 440 posts

Action research center studying and co-designing data-driven & participatory decisions #data #opendata #innovation #datacollaboratives #crowdlaw. Learn more at: thegovlab.org

PostsRepliesMedia
The GovLab @thegovlab.org · 23/07/2026
📣 Appel à candidatures : l’incubateur « New Commons » vise à aider les innovateurs autochtones à élaborer des propositions de « data commons » garantissant que les bénéfices reviennent aux communautés. 👉 Pour en savoir plus et postuler, rendez-vous ici : newcommons.ai #DataCommons
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
000
The GovLab @thegovlab.org · 23/07/2026
📣 Convocatoria de candidaturas: la Incubadora New Commons busca apoyar a los innovadores indígenas para que elaboren propuestas de data commons que garanticen que los beneficios reviertan en las comunidades 👉 Más información y candidaturas aquí: newcommons.ai #DataCommons #SoberaníaDeDatosIndígenas
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
100
The GovLab @thegovlab.org · 23/07/2026
📣 Call for Applications: The New Commons Incubator seeks to support Indigenous innovators to develop proposals for data commons that ensure benefits flow back to the communities. 👉 Learn more and apply here: newcommons.ai #DataCommons #IndigenousDataSovereignty #ResponsibleAI
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
121
The GovLab @thegovlab.org · 21/07/2026
🌍 El New Commons Challenge 2025 recibió más de 175 candidaturas de todo el mundo. 👉 Este año hemos desarrollado un nuevo programa: la Incubadora New Commons para las Lenguas y Culturas Indígenas. ¿Te interesa contribuir a este esfuerzo? Visita nuestro sitio: newcommons.ai #GobernanzaIA
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
000
The GovLab @thegovlab.org · 16/07/2026
🛡️ El programa de la Incubadora New Commons se desarrolló con la orientación de un Comité Directivo de personas expertas indígenas que trabajan en los ámbitos de la lengua, los datos y la cultura 📅 Las candidaturas están abiertas hasta el 14 de agosto. Más información en nuestro sitio: newcommons.ai
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
000
The GovLab @thegovlab.org · 16/07/2026
🛡️ The New Commons Incubator program was developed with guidance from a Steering Committee of Indigenous experts, working across language, data, and culture. 📅 Applications are open now until August 14. Learn more at our site: newcommons.ai #ResponsibleAI #AIforGood #IndigenousLanguages
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
100
The GovLab @thegovlab.org · 06/07/2026
⏳ Las candidaturas están abiertas para la Incubadora New Commons 2026 sobre Lenguas Indígenas. 🌱 La Incubadora busca apoyar a los equipos liderados por indígenas para transformar su concepto de data commons en una propuesta. 📅 ¿Te interesa? Presenta tu candidatura ahora en newcommons.ai
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
000
The GovLab @thegovlab.org · 01/07/2026
🤖 Los sistemas de IA generan tanto oportunidades como retos para las comunidades indígenas, por lo que el liderazgo comunitario es más importante que nunca. newcommons.ai #AIforGood #IAResponsable
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
000
The GovLab @thegovlab.org · 01/07/2026
🤖 AI systems create both opportunities and challenges for Indigenous communities, making community leadership as important as ever. 📅 Apply to the New Commons Incubator by August 14 to develop a data commons for Indigenous language and cultural resources. newcommons.ai #AIforGood #ResponsibleAI
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
110
Reposted by The GovLab
The GovLab @thegovlab.org · 18/06/2026
(5/5) Building on the success of the 2025 New Commons Challenge, the Incubator aims to strengthen community agency, support language revitalization, and help ensure Indigenous peoples can shape the future of AI on their own terms. Learn more and apply at newcommons.ai.
newcommons.ai
New Commons — The Incubator
A six-month capacity-building program that supports Indigenous-led teams in developing a fundable data commons proposal
001
The GovLab @thegovlab.org · 26/06/2026
💥 Today is an important milestone. We’re excited to launch the #ObservatoryofPublicSector AI, a new research initiative focused on one important question: What builds government capacity in the age of AI? Over the past year, more than 150,000 public servants across the United States have participa
000
Reposted by The GovLab
The GovLab @thegovlab.org · 18/06/2026
(1/5)🏆 Today, The GovLab, UNESCO, & Microsoft, with a Steering Committee of Indigenous data experts, launched the New Commons Incubator for Indigenous Languages and Culture It supports Indigenous-led efforts to develop data commons that preserve, steward & govern language & cultural resources
112
The GovLab @thegovlab.org · 24/06/2026
🛡️ El programa de la Incubadora New Commons se desarrolló con la orientación de un Comité Directivo de personas expertas indígenas que trabajan en los ámbitos de la lengua, los datos y la cultura 📅 Las candidaturas están abiertas hasta el 14 de agosto Más información en nuestro sitio: newcommons.ai
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
000
The GovLab @thegovlab.org · 24/06/2026
🛡️ The New Commons Incubator program was developed with guidance from a Steering Committee of Indigenous experts, working across language, data, and culture. 📅 Applications are open now until August 14. Learn more at our site: newcommons.ai #ResponsibleAI #AIforGood #IndigenousLanguages
newcommons.ai
New Commons — The Incubator
New Commons is a six-month, Indigenous-led incubator that helps teams design a fundable data commons for their languages and cultures.
100
The GovLab @thegovlab.org · 22/06/2026
⏳ Applications are open for the 2026 New Commons Incubator on Indigenous Languages and Cultures. 🌱 The Incubator seeks to support Indigenous-led teams in transforming their data commons concept into a proposal. 📅 Interested? Apply now at newcommons.ai by August 14. #AIForGood #DataCommons
newcommons.ai
New Commons — The Incubator
000
The GovLab @thegovlab.org · 18/06/2026
⏳ Applications are open for the 2026 New Commons Incubator on Indigenous Languages and Cultures. 🌱 The Incubator seeks to support Indigenous-led teams in transforming their data commons concept into a proposal. 📅 Interested? Apply now at newcommons.ai by August 14. #AIForGood #DataCommons
newcommons.ai
New Commons — The Incubator
000
The GovLab @thegovlab.org · 18/06/2026
(5/5) Building on the success of the 2025 New Commons Challenge, the Incubator aims to strengthen community agency, support language revitalization, and help ensure Indigenous peoples can shape the future of AI on their own terms. Learn more and apply at newcommons.ai.
newcommons.ai
New Commons — The Incubator
A six-month capacity-building program that supports Indigenous-led teams in developing a fundable data commons proposal
001
The GovLab @thegovlab.org · 18/06/2026
(4/5) This initiative was developed with support of our steering committee of Indigenous experts and representatives. We worked with them to refine the governance, materials, and offerings of this project. Information on them here: newcommons.ai/indigenous-l...
newcommons.ai
New Commons — Indigenous Languages & Cultures
A six-month capacity-building program that supports Indigenous-led teams in developing a fundable data commons proposal
100
The GovLab @thegovlab.org · 18/06/2026
(3/5) Selected teams will receive mentorship, training, technical guidance, peer learning opportunities, and support to translate their idea into a proposal. Applications are due 14 August. See application material here: form.jotform.com/261664725001...
form.jotform.com
ENGLISH New Commons Incubator for Indigenous Languages and Cultures: Application Form
Please click the link to complete this form.
100
The GovLab @thegovlab.org · 18/06/2026
(2/5) The Incubator addresses the limited ability of communities to have a say in how their data is used or meaningfully benefit from it. With data commons—collaboratively governed data ecosystems that pool and provide responsible access to diverse—high-quality datasets, that gap can be filled.
100
The GovLab @thegovlab.org · 18/06/2026
(1/5)🏆 Today, The GovLab, UNESCO, & Microsoft, with a Steering Committee of Indigenous data experts, launched the New Commons Incubator for Indigenous Languages and Culture It supports Indigenous-led efforts to develop data commons that preserve, steward & govern language & cultural resources
112
The GovLab @thegovlab.org · 06/05/2026
The new #CAIDPAIIndex shows most governments now agree on core AI governance principles. The real divide is implementation. April Yoder and Grace Thomson call for institutions, oversight, and a trained public workforce to turn commitments into practice
rebootdemocracy.ai
Progress on Global AI Governance: The CAIDP AI Index and Implications for the Public Sector
The 2026 CAIDP AI Index, ranking AI policy commitments across 90 countries, shows that while most governments now agree on core governance principles, the real divide lies in implementation. Many are advancing laws, oversight, and public participation, but progress lags in turning commitments into practice. As the baseline shifts from whether to govern AI to how, the report underscores that outcomes depend less on frameworks and more on the capacity of public institutions—and the civil servants within them—to operationalize these principles in everyday decisions.
110
The GovLab @thegovlab.org · 06/05/2026
In her latest #ResearchRadar, Elana Banin examines a new World Health Organization paper on AI and evidence-informed policymaking. She asks whether health institutions can realistically adapt to shape how these systems are used.
rebootdemocracy.ai
Research Radar: AI as a Multiplier for Evidence-Informed Policy
A new WHO discussion paper explores how AI can accelerate research synthesis and keep evidence continuously up to date. Elana Banin welcomes the push to use AI to strengthen the evidence-to-policy pipeline, but argues the more consequential question is whether AI will redefine what counts as evidence in the first place. The harder constraint will ultimately be institutional, as most health workers lack the training and infrastructure to adopt these tools. Government decision-makers must start building the processes to test AI outputs against frontline knowledge and the capacity to make that adoption defensible.
000
The GovLab @thegovlab.org · 06/05/2026
A high school journalist, Amedeo Bettauer, asks: whose experiences actually shape the debates on AI? While headlines focus on risk, everyday uses are helping families, students, and small businesses right now. These cases deserve the attention of journalists and policymakers.
rebootdemocracy.ai
Who Gets to Define the AI Debate? A Youth Perspective
A high school journalist reflects on who is shaping the public conversation about AI. While headlines focus on risk and disruption, everyday uses of AI are already helping families access benefits, students learn, and cities deliver services. The gap, Amedeo Bettauer argues, is in between those whose experiences count in defining the debate and those in power who seek out diverse experiences.
010
The GovLab @thegovlab.org · 29/04/2026
#BasqueCountry’s new transparency law (to be passed on May 14) formally embeds collaboration into how decisions are made. It newly requires traceable input and visible processes. AI isn’t central yet, but could support participation at scale in a whole new way. Read the #GlobalAIWatch post:
rebootdemocracy.ai
Governing with Others: The Basque Country Turns Collaboration into Rule of Law
As the Basque Government moves to pass a new Transparency Law this May, it is redefining what transparency means. No longer just about access to information, the law embeds collaborative governance into its core, requiring that decision-making processes be open, traceable, and shaped with others. This piece explores what it looks like to turn participation from a principle into a legal obligation, and what it takes to make participation a structured, accountable part of how policy is made.
020
The GovLab @thegovlab.org · 29/04/2026
Virginia reviewed decades of rules before bringing in AI. The result: 35.7% fewer requirements, 12M words cut, and clearer guidance. A practical model for regulatory reform that works for how people live and work. rebootdemocracy.ai/blog/ai-regu...
000
The GovLab @thegovlab.org · 27/04/2026
Read @bethnoveck.bsky.social's interview with Matti Schneider on a key choice government's face: use AI to generate answers, or build systems like #OpenFisca that apply the law step by step. For rights and benefits, accuracy and auditability matter.
rebootdemocracy.ai
A Dozen Interns on Cocaine: What One of the Longest-Running Civic Tech Projects Reveals About AI in Government
What happens when governments rely on systems that sound right instead of being right? Drawing on OpenFisca’s spread from France to governments across Europe, Africa, and Oceania, Beth Simone Noveck’s interview with Matti Schneider makes the case for public infrastructure that computes the law, as well as the risks of sidelining it as generative AI scales globally.
000
The GovLab @thegovlab.org · 21/04/2026
What does it take to make large-scale public input usable? By pairing AI with open, shareable data, California's #OfficeofDataandInnovation team shows how transparency, code, and human judgment can turn thousands of comments into something others can build on.
rebootdemocracy.ai
How we used AI to lift the voices of California state employees
Using AI to analyze over 2,400 employee comments, California’s Engaged California team found that the challenge wasn’t the scale of the data, but making sense of complex, layered input without oversimplifying it. Their experience shows why human judgment remains essential, from building taxonomies to catching errors, as results can shift significantly depending on how AI is applied and what people choose to trust and prioritize.
000
The GovLab @thegovlab.org · 21/04/2026
AI governance is growing fast, but not evenly. MIT Risk Initiative mapping 1,000+ policies shows where attention clusters and where gaps remain across socioeconomic impacts and upstream design.
rebootdemocracy.ai
What AI Governance Documents Actually Cover and What They Don’t
AI governance is expanding fast, but not evenly. A new analysis from MIT and Georgetown’s CSET maps over 1,000 governance documents to show that while policies are proliferating, they cluster around familiar risks and sectors, leaving key gaps across socioeconomic impacts, upstream design, and everyday domains. The result, as relayed by research member Yan Zhu, is a more precise picture of what AI governance actually covers, what it still overlooks, and where policymakers should focus in the future.
000
The GovLab @thegovlab.org · 15/04/2026
In this #GlobalAIWatch, Anirudh Dinesh draws on his family's experience in India to show how tools like xAI’s Grok reinforce beliefs—creating “generative echo chambers.” Mixed research suggests this could shape polarization globally.
rebootdemocracy.ai
But Grok Said So! How AI is Enabling Political Polarization
Across contexts like India, where author Anirudh Dinesh’s family lives, AI chatbots such as xAI’s Grok are increasingly used not to inform but to generate arguments that reinforce existing political views, creating “generative echo chambers.” Unlike passive social media exposure, users actively prompt AI to validate positions, often producing confident but inaccurate claims that go unchecked. While some research suggests AI can moderate views in neutral dialogue, real-world use skews toward advocacy, compounded by low verification and high trust in outputs. The result is that AI may not just reflect polarization, but actively deepen it, depending on how these systems are designed and used.
000
The GovLab @thegovlab.org · 14/04/2026
AI can cut public funding, or help communities access it. In @fastcompany.com, @bethnoveck.bsky.social shows how #GrantWell helps local governments navigate complexity and claim the funds already set aside for them. 🔗 rebootdemocracy.ai/blog/grantwe... 🔗 www.fastcompany.com/91525531/gra...
000
The GovLab @thegovlab.org · 14/04/2026
Reboot Democracy's #ResearchRadar: AI’s biggest risk isn’t a single failure, it’s a slow drift. Less agency, weaker shared reality, more automated dependence. @elonuniversity.bsky.social's 386 experts say resilience must be built as infrastructure, not left to individuals.
rebootdemocracy.ai
The New Human Resilience Challenges Posed by AI
In “Building a Human Resilience Infrastructure for the AI Age,” based on insights from 386 global experts, a warning emerges: the greatest risk is not a single catastrophic event, but a slow drift toward diminished human agency, fragmented reality, and growing dependence on automated systems. Lee Raine and Janna Anderson reflect on how, as AI becomes society’s invisible operating system, individual resilience is no longer enough. The report argues for urgent, coordinated action to build resilience as shared infrastructure across governments, institutions, and communities to ensure people can still question, contest, and shape the systems increasingly shaping them.
201
The GovLab @thegovlab.org · 08/04/2026
We’re launching #RethinkingRegulationwithAI. Across countries, regulation is growing faster than institutions can process. ReguLens, built with @ilo.org, helps organizations analyze proposals and engage earlier in policy debates. Read more: rebootdemocracy.ai/blog/policy-...
000
The GovLab @thegovlab.org · 26/03/2026
🚨 Last call—happening tomorrow! Join The GovLab, NYU Alliance for Public Interest Tech & Brooklyn Public Library for a hands-on session to design data-driven questions for NYC in the age of AI. 📅 Mar 27 | ⏰ 2–3:30 PM 📍 Brooklyn Central Library Rregister now! www.bklynlibrary.org/calendar/ope...
bklynlibrary.org
Open Data and Better Questions: Engaging New Yorkers to Develop Questions that Matter in the Age of AI | Brooklyn Public Library
The GovLab, Brooklyn Public Library, and Alliance for Public Interest Technology at New York University will be hosting a special “Questions Lab” as part of New York City Open Data Week 2026.
010
The GovLab @thegovlab.org · 25/03/2026
NYC has the data, but do we have the right questions? 🧐📊 Join us on 3/27 for "Open Data and Better Questions" at Brooklyn Public Library! 🗽 Shape the city by turning your questions about New York into data-driven policy. 🗳️✨ Just TWO DAYS to go. Register: www.bklynlibrary.org/calendar/ope...
bklynlibrary.org
Open Data and Better Questions: Engaging New Yorkers to Develop Questions that Matter in the Age of AI | Brooklyn Public Library
The GovLab, Brooklyn Public Library, and Alliance for Public Interest Technology at New York University will be hosting a special “Questions Lab” as part of New York City Open Data Week 2026.
001
The GovLab @thegovlab.org · 11/02/2026
🤔How can communities define the conditions under which data about them is reused? ➡️ Explore the Open Data Policy Lab’s latest resource for capturing community expectations around data reuse in this Facilitator's Guide. tools.opendatapolicylab.org/files/Data-R...
tools.opendatapolicylab.org
000
The GovLab @thegovlab.org · 04/02/2026
💡 Wondering how #AI be used in #philanthropy and the policies and practices needed to ensure it is applied responsibly? ➡️ Read DATA4Philanthropy’s new primer to learn how philanthropies are using AI to complement human judgement. cms.thegovlab.com/assets/68c58...
000
The GovLab @thegovlab.org · 12/11/2025
📚❓How can #data from gaming platforms improve public #health communications? How can supermarket loyalty card data inform health #policies?📚 Our NEW Social Data for Health report draws on several case studies from across the globe. Read the case studies 👀 wellcome.org/insights/rep...
wellcome.org
Social Data for Health | Report | Wellcome
This landscaping review presents findings and recommendations on the ways social data can advance research on life, health and wellbeing across public health, humanities and social sciences.
010
The GovLab @thegovlab.org · 06/11/2025
🌍💻NEW REPORT: Social Data for Health📊🩺 Drawing on 290+ studies, 5 studios, numerous interviews & 23 expert reviews, we look globally at how #health researchers use social #data, key challenges, & actions for #policymakers, funders & researchers. wellcome.org/insights/rep...
021
The GovLab @thegovlab.org · 20/10/2025
“La desinformación no es nueva; la IA solo la hace más barata.” En @lavanguardia.com, @bethnoveck.bsky.social aboga por una gobernanza democrática de la IA. De Decidim a la inteligencia colectiva, la IA pública debe ser humana y gobernada localmente. buff.ly/C27US0o
000
The GovLab @thegovlab.org · 17/10/2025
Vietnam just released a draft AI law. It’s ambitious: national AI fund, risk tiers, sovereignty safeguards. But public legitimacy depends on how people are heard. As Giulio Quaggiotto showed in his Reboot post, Vietnam’s “applied AI” work is already people-first.
buff.ly
Work with what you have: how Vietnam is using AI as a way to encourage a learning culture among public servants
While the West races toward artificial general intelligence, Vietnam is charting a different path with “Applied AI,” using tools like ChatGPT to overcome language barriers, limited budgets, and…
010
The GovLab @thegovlab.org · 17/10/2025
The Agentic State project just dropped a new Vision Statement. Back in June, we unpacked the original whitepaper and asked, can AI help us build institutions worthy of public trust? 📖 Read @bethnoveck.bsky.social’s take → buff.ly/Quty6oL #AgenticState #AIforGovernance #RebootDemocracy
rebootdemocracy.ai
Research Radar: The Agentic State: A 20-Year Wish List, Finally Within Reach?
This week’s Research Radar highlights The Agentic State, an ambitious whitepaper arguing that AI agents could reshape the core functions of government. It’s a timely vision for public sector…
010
The GovLab @thegovlab.org · 16/10/2025
This week’s news picks bring the democratic AI vision to life: 🗽 NY trains 1,000 civil servants 🇪🇸 Spain audits procurement with AI 🇺🇸 US agencies release compliance plans 🗺️ Plus: mapping NYC’s public spaces with AI + crowdsourcing 📚 News That Caught Our Eye #80: buff.ly/bFbyXL0
rebootdemocracy.ai
News That Caught Our Eye #80 - News That Caught Our Eye
New America’s Anne-Marie Slaughter says states are becoming the laboratories of democratic AI—building “public AI” that is open, trustworthy, and rooted in the public good. This week’s stories bring t
010
The GovLab @thegovlab.org · 15/10/2025
Special congrats as well to our Honorable Distinctions: * Open Knowledge Brazil’s Querido Diário * Slum Dwellers International’s Know Your City Academy * PLACE Foundation’s PLACE Hub in Nigeria * Global Strategic Litigation Council’s Advancing Climate Justice More: www.newcommons.ai/blog/buildin...
newcommons.ai
010
The GovLab @thegovlab.org · 15/10/2025
We're also proud to celebrate the work of CERTI Amazonia for its "Amazon Rainforest Evolution Index". It won a prize for "Enhancement of a Data Commons" for building a data commons focused on environmental monitoring within the Legal Amazon region in Brazil. Read: www.newcommons.ai/winners/amaz...
110
The GovLab @thegovlab.org · 15/10/2025
We’re proud to celebrate the Malawi Voice Data Commons (MVDC), a winner of the 2025 New Commons Challenge for Development of a Data Commons! 🎉 The MVDC seeks to create a voice data commons to enable citizens to report emergencies in local languages. Read more: www.newcommons.ai/winners/mala...
110
The GovLab @thegovlab.org · 15/10/2025
“AI doesn’t just change how gov works. It changes what it is.” @slaughteram.bsky.social said it best at this summer’s National Gathering for State AI Leaders. That’s the future we’re building at @innovateus.bsky.social Read her reflections → buff.ly/xwZEDpo #GlobalAIWatch
rebootdemocracy.ai
New America CEO Anne-Marie Slaughter Reflects on the National Gathering for State AI Leaders
States aren’t merely engaged in how America adapts artificial intelligence; they are key to determining how the U.S. can thrive with the technology. This summer, Princeton University’s Center for…
032
The GovLab @thegovlab.org · 14/10/2025
NYC has 2,800+ public spaces. But no easy way to find them. chriswhong.bsky.social built a map using open data, AI, and “vibe coding.” Open data isn’t just transparency. It’s an infrastructure for public good. buff.ly/ecdFKgv #ResearchRadar #RebootDemocracy
010
The GovLab @thegovlab.org · 09/10/2025
Big news from New York: Governor Hochul just launched an AI training pilot for 1,000 state employees with @innovateus.bsky.social Proud to see public servants getting the tools and trust they need to shape AI for the public good. 📖 buff.ly/KhFhifd #AIforGovernance #RebootDemocracy #InnovateUS
its.ny.gov
Governor Hochul Announces Artificial Intelligence Training Pilot Program for New York State Workforce
Governor Hochul announced an AI training pilot program designed for the NYS workforce.
010
The GovLab @thegovlab.org · 09/10/2025
📖 Read this week’s News That Caught Our Eye: buff.ly/T0J55OK This week’s reporting captures the widening gap between AI adoption and the structures meant to guide it. Together, it sketches the messy yet essential evolution toward accountable, civic-aligned AI. #RebootDemocracy
rebootdemocracy.ai
News That Caught Our Eye #79 - News That Caught Our Eye
This week’s reporting captures a widening gap between AI adoption and the structures meant to guide it, from multilateral arenas to frontline agencies. The World Bank outlines readiness tools for publ
010