A Fourth Wave of Open Data? Exploring the Spectrum of Scenarios for Open Data and Generative AI


Report by Hannah Chafetz, Sampriti Saxena, and Stefaan G. Verhulst: “Since late 2022, generative AI services and large language models (LLMs) have transformed how many individuals access, and process information. However, how generative AI and LLMs can be augmented with open data from official sources and how open data can be made more accessible with generative AI – potentially enabling a Fourth Wave of Open Data – remains an under explored area. 

For these reasons, The Open Data Policy Lab (a collaboration between The GovLab and Microsoft) decided to explore the possible intersections between open data from official sources and generative AI. Throughout the last year, the team has conducted a range of research initiatives about the potential of open data and generative including a panel discussion, interviews, and Open Data Action Labs – a series of design sprints with a diverse group of industry experts. 

These initiatives were used to inform our latest report, “A Fourth Wave of Open Data? Exploring the Spectrum of Scenarios for Open Data and Generative AI,” (May 2024) which provides a new framework and recommendations to support open data providers and other interested parties in making open data “ready” for generative AI…

The report outlines five scenarios in which open data from official sources (e.g. open government and open research data) and generative AI can intersect. Each of these scenarios includes case studies from the field and a specific set of requirements that open data providers can focus on to become ready for a scenario. These include…(More)” (Arxiv).

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First EU rulebook to protect media independence and pluralism enters into force


Press Release: “Today, the European Media Freedom Act, a new set of unprecedented rules to protect media independence and pluralism, enters into force.

This new legislation provides safeguards against political interference in editorial decisions and against surveillance of journalists. The Act guarantees that media can operate more easily in the internal market and online. Additionally, the regulation also aims to secure the independence and stable funding of public service media, as well as the transparency of both media ownership and allocation of state advertising.

Vice-President for Values and Transparency, Věra Jourová, said:

 “For the first time ever, the EU has a law to protect media freedom. The EU recognises that journalists play an essential role for democracy and should be protected. I call on Member States to implement the new rules as soon as possible.”

Commissioner for Internal Market, Thierry Breton, added:

“Media companies play a vital role in our democracies but are confronted with falling revenues, threats to media freedom and pluralism and a patchwork of different national rules. Thanks to the European Media Freedom Act, media companies will enjoy common safeguards at EU level to guarantee a plurality of voices and be able to better benefit from the opportunities of operating in our single market without any interference, be it private or public.”

Proposed by the Commission in September 2022, this Regulation puts in place several protections for the right to media plurality becoming applicable within 6 months. More details on the timeline for its application are available in this infographic. ..(More)”.

The Human Rights Data Revolution


Briefing by Domenico Zipoli: “… explores the evolving landscape of digital human rights tracking tools and databases (DHRTTDs). It discusses their growing adoption for monitoring, reporting, and implementing human rights globally, while also pinpointing the challenge of insufficient coordination and knowledge sharing among these tools’ developers and users. Drawing from insights of over 50 experts across multiple sectors gathered during two pivotal roundtables organized by the GHRP in 2022 and 2023, this new publication critically evaluates the impact and future of DHRTTDs. It integrates lessons and challenges from these discussions, along with targeted research and interviews, to guide the human rights community in leveraging digital advancements effectively..(More)”.

Technology and the Transformation of U.S. Foreign Policy


Speech by Antony J. Blinken: “Today’s revolutions in technology are at the heart of our competition with geopolitical rivals. They pose a real test to our security. And they also represent an engine of historic possibility – for our economies, for our democracies, for our people, for our planet.

Put another way: Security, stability, prosperity – they are no longer solely analog matters.

The test before us is whether we can harness the power of this era of disruption and channel it into greater stability, greater prosperity, greater opportunity.

President Biden is determined not just to pass this “tech test,” but to ace it.

Our ability to design, to develop, to deploy technologies will determine our capacity to shape the tech future. And naturally, operating from a position of strength better positions us to set standards and advance norms around the world.

But our advantage comes not just from our domestic strength.

It comes from our solidarity with the majority of the world that shares our vision for a vibrant, open, and secure technological future, and from an unmatched network of allies and partners with whom we can work in common cause to pass the “tech test.”

We’re committed not to “digital sovereignty” but “digital solidarity.

On May 6, the State Department unveiled the U.S. International Cyberspace and Digital Strategy, which treats digital solidarity as our North Star. Solidarity informs our approach not only to digital technologies, but to all key foundational technologies.

So what I’d like to do now is share with you five ways that we’re putting this into practice.

First, we’re harnessing technology for the betterment not just of our people and our friends, but of all humanity.

The United States believes emerging and foundational technologies can and should be used to drive development and prosperity, to promote respect for human rights, to solve shared global challenges.

Some of our strategic rivals are working toward a very different goal. They’re using digital technologies and genomic data collection to surveil their people, to repress human rights.

Pretty much everywhere I go, I hear from government officials and citizens alike about their concerns about these dystopian uses of technology. And I also hear an abiding commitment to our affirmative vision and to the embrace of technology as a pathway to modernization and opportunity.

Our job is to use diplomacy to try to grow this consensus even further – to internationalize and institutionalize our vision of “tech for good.”..(More)”.

Supercharging Research: Harnessing Artificial Intelligence to Meet Global Challenges


Report by the President’s Council of Advisors on Science and Technology (PCAST): “Broadly speaking, scientific advances have historically proceeded via a combination of three paradigms: empirical studies and experimentation; scientific theory and mathematical analyses; and numerical experiments and modeling. In recent years a fourth paradigm, data-driven discovery, has emerged.

These four paradigms complement and support each other. However, all four scientific modalities experience impediments to progress. Verification of a scientific hypothesis through experimentation, careful observation, or via clinical trial can be slow and expensive. The range of candidate theories to consider can be too vast and complex for human scientists to analyze. Truly innovative new hypotheses might only be discovered by fortuitous chance, or by exceptionally insightful researchers. Numerical models can be inaccurate or require enormous amounts of computational resources. Data sets can be incomplete, biased, heterogeneous, or noisy to analyze using traditional data science methods.

AI tools have obvious applications in data-driven science, but it has also been a long-standing aspiration to use these technologies to remove, or at least reduce, many of the obstacles encountered in the other three paradigms. With the current advances in AI, this dream is on the cusp of becoming a reality: candidate solutions to scientific problems are being rapidly identified, complex simulations are being enriched, and robust new ways of analyzing data are being developed.

By combining AI with the other three research modes, the rate of scientific progress will be greatly accelerated, and researchers will be positioned to meet urgent global challenges in a timely manner. Like most technologies, AI is dual use: AI technology can facilitate both beneficial and harmful applications and can cause unintended negative consequences if deployed irresponsibly or without expert and ethical human supervision. Nevertheless, PCAST sees great potential for advances in AI to accelerate science and technology for the benefit of society and the planet. In this report, we provide a high-level vision for how AI, if used responsibly, can transform the way that science is done, expand the boundaries of human knowledge, and enable researchers to find solutions to some of society’s most pressing problems…(More)”

Digital ethnography: A qualitative approach to digital cultures, spaces, and socialites


Paper by Coppélie Cocq and Evelina Liliequist: “This paper introduces principles for the application and challenges of small data ethnography in digital research. It discusses the need to incorporate ethics in every step of the research process. As teachers and researchers within the digital humanities, we argue for the value of a qualitative approach to digital contents, spaces, and phenomena. This article is relevant as a guide for students and researchers whose studies examine digital practices, phenomena, and social communities that occur in, through, or in relation to digital contexts…(More)”. See also: Digital Ethnography Data Innovation Primer.

Repository of 80+ real-life examples of how to anticipate migration using innovative forecast and foresight methods is now LIVE!


Launch! Repository of 80+ real-life examples of how to anticipate migration using innovative forecast and foresight methods is now LIVE!

BD4M Announcement: “Today, we are excited to launch the Big Data For Migration Alliance (BD4M) Repository of Use Cases for Anticipating Migration Policy! The repository is a curated collection of real-world applications of anticipatory methods in migration policy. Here, policymakers, researchers, and practitioners can find a wealth of examples demonstrating how foresight, forecast and other anticipatory approaches are applied to anticipating migration for policy making. 

Migration policy is a multifaceted and constantly evolving field, shaped by a wide variety of factors such as economic conditions, geopolitical shifts or climate emergencies. Anticipatory methods are essential to help policymakers proactively respond to emerging trends and potential challenges. By using anticipatory tools, migration policy makers can draw from both quantitative and qualitative data to obtain valuable insights for their specific goals. The Big Data for Migration Alliance — a join effort of The GovLab, the International Organization for Migration and the European Union Joint Research Centre that seeks to improve the evidence base on migration and human mobility — recognizes the importance of the role of anticipatory tools and has worked on the creation of a repository of use cases that showcases the current use landscape of anticipatory tools in migration policy making around the world. This repository aims to provide policymakers, researchers and practitioners with applied examples that can inform their strategies and ultimately contribute to the improvement of migration policies around the world. 

As part of our work on exploring innovative anticipatory methods for migration policy, throughout the year we have published a Blog Series that delved into various aspects of the use of anticipatory methods, exploring their value and challenges, proposing a taxonomy, and exploring practical applications…(More)”.

Potential competition impacts from the data asymmetry between Big Tech firms and firms in financial services


Report by the UK Financial Conduct Authority: “Big Tech firms in the UK and around the world have been, and continue to be, under active scrutiny by competition and regulatory authorities. This is because some of these large technology firms may have both the ability and the incentive to shape digital markets by protecting existing market power and extending it into new markets.
Concentration in some digital markets, and Big Tech firms’ key role, has been widely discussed, including in our DP22/05. This reflects both the characteristics of digital markets and the characteristics and behaviours of Big Tech firms themselves. Although Big Tech firms have different business models, common characteristics include their global scale and access to a large installed user base, rich data about their users, advanced data analytics and technology, influence over decision making and defaults, ecosystems of complementary products and strategic behaviours, including acquisition strategies.
Through our work, we aim to mitigate the risk of competition in retail financial markets evolving in a way that results in some Big Tech firms gaining entrenched market power, as seen in other sectors and jurisdictions, while enabling the potential competition benefits that come from Big Tech firms providing challenge to incumbent financial services firms…(More)”.

People with Lived Experience and Expertise of Homelessness and Data Decision-Making


Toolkit by HUD Exchange: “People with lived experience and expertise of homelessness (PLEE) are essential partners for Continuums of Care (CoCs). Creating community models that acknowledge and practice inclusivity, while also valuing the agency of PLEE is essential. CoCs should work together with PLEE to engage in collection, review, analyzation, and use of data to make collaborative decisions impacting their local community.

This toolkit offers suggestions on how PLEE, community partners, and CoCs can partner on data projects and additional local data decision-making efforts. It includes resources on partnership practices, compensation, and training…(More)”

Shaping the Future of Learning: The Role of AI in Education 4.0


WEF Report: “This report explores the potential for artificial intelligence to benefit educators, students and teachers. Case studies show how AI can personalize learning experiences, streamline administrative tasks, and integrate into curricula.

The report stresses the importance of responsible deployment, addressing issues like data privacy and equitable access. Aimed at policymakers and educators, it urges stakeholders to collaborate to ensure AI’s positive integration into education systems worldwide leads to improved outcomes for all…(More)”