The People Versus The Algorithm: Stakeholders and AI Accountability


Paper by Jbid Arsenyan and Julia Roloff: “As artificial intelligence (AI) applications are used for a wide range of tasks, the question about who is responsible for detecting and remediating problems caused by AI applications remains disputed. We argue that responsibility attributions proposed by management scholars fail to enable a practical solution as two aspects are overlooked: the difficulty to design a complex algorithm that does not produce adverse outcomes, and the conflict of interest inherited in some AI applications by design as proprietors and users employ the application for different purposes. In this conceptual paper, we argue that effective accountability can only be delivered through solutions that enable stakeholders to employ their collective intelligence effectively in compiling problem reports and analyze problem patterns. This allows stakeholders, including governments, to hold providers of AI applications accountable, and ensure that appropriate corrections are carried out in a timely manner…(More)”.

Mobile Big Data for Cities: Urban climate resilience strategies for low- and middle-income countries


GSMA Report: “Cities in low- and middle-income countries (LMICs) are increasingly vulnerable to the impacts of climate change, including rising sea levels and storm surges, heat stress, extreme precipitation, inland and coastal flooding and landslides. The physical effects of climate change have disrupted supply chains, led to lost productivity from health issues and incurred costs associated with rebuilding or repairing physical assets, such as buildings and transport infrastructure.

Resulting from the adverse effects of climate change, municipal governments and systems often lack the adaptive capacity or resources to keep up. Hence, the adaptative capacity of cities can be enhanced by corresponding to more comprehensive and real-time data. Such data will give municipal agencies the ability to watch events as they unfold, understand how demand patterns are changing and respond with faster and lower-cost solutions. This provides a solid basis for innovative data sources, such as mobile big data (MBD), to help strengthen urban climate resilience.

This study highlights the potential value of using mobile big data (MBD) in preparing for and responding to climate-related disasters in cities. In line with the “3As” of urban climate resilience, a framework adopted by the GSMA Mobile for Development programme, this study examines how MBD could help cities and their populations adapt to multiple long-term challenges brought about by climate change, anticipate climate hazards or events and/or absorb (face, manage and recover from) adverse conditions, emergencies or disasters…(More)”.

The Secret Language of Maps


Book by Carissa Carter: “Maps aren’t just geographic, they are also infographic and include all types of frameworks and diagrams. Any figure that sorts data visually and presents it spatially is a map. Maps are ways of organizing information and figuring out what’s important. Even stories can be mapped! The Secret Language of Maps provides a simple framework to deconstruct existing maps and then shows you how to create your own.

An embedded mystery story about a woman who investigates the disappearance of an old high school friend illustrates how to use different maps to make sense of all types of information. Colorful illustrations bring the story to life and demonstrate how the fictional character’s collection of data, properly organized and “mapped,” leads her to solve the mystery of her friend’s disappearance.

You’ll learn how to gather data, organize it, and present it to an audience. You’ll also learn how to view the many maps that swirl around our daily lives with a critical eye, aware of the forces that are in play for every creator…(More)”.

Responsible Data for Children Goes Polyglot: New Translations of Principles & Resources Available


Responsible Data for Children Blog: “In 2018, UNICEF and The GovLab launched the Responsible Data for Children (RD4C) initiative with the aim of supporting organisations and practitioners in ensuring that the interest of children is put at the centre of any work involving data for and about them.

Since its inception, the RD4C initiative has aimed to be field-oriented, driven by the needs of both children and practitioners across sectors and contexts. It has done so by ensuring that actors from the data responsibility sphere are informed and engaged on the RD4C work.

We want them to know what responsible data for and about children entails, why it is important, and how they can realize it in their own work.

In this spirit, the RD4C initiative has started translating its resources into different languages. We would like anyone willing to enhance their responsible data handling practices for and about children to be equipped with resources they can understand. As a global effort, we want to guarantee anyone willing to share their expertise and contribute be given the opportunity to do it.

Importantly, we would like children around the world—including the most marginalised and vulnerable groups—to be aware of what they can expect from organisations handling data for and about them and to have the means to demand and enforce their rights.

Last month, we released the RD4C Video, which is now available in ArabicFrench and Spanish. Soon, the rest of the RD4C resources, such as our principlestools and case studies will be translated as well.”

Democracy Disrupted: Governance in an Increasingly Virtual and Massively Distributed World.


Essay by Eric B. Schnurer: “…In short, it is often difficult to see where new technologies actually will lead. The same technological development can, in different settings, have different effects: The use of horses in warfare, which led seemingly inexorably in China and Europe to more centralized and autocratic states, had the effect on the other side of the world of enabling Hernán Cortés, with an army of roughly five hundred Spaniards, to defeat the massed infantries of the highly centralized, autocratic Aztec regime. Cortés’s example demonstrates that a particular technology generally employed by a concentrated power to centralize and dominate can also be used by a small insurgent force to disperse and disrupt (although in Cortés’s case this was on behalf of the eventual imposition of an even more despotic rule).

Regardless of the lack of inherent ideological content in any given technology, however, our technological realities consistently give metaphorical shape to our ideological constructs. In ancient Egypt, the regularity of the Nile’s flood cycle, which formed the society’s economic basis, gave rise to a belief in recurrent cycles of life and death; in contrast, the comparatively harsh and static agricultural patterns of the more-or-less contemporaneous Mesopotamian world produced a society that conceived of gods who simply tormented humans and then relegated them after death to sit forever in a place of dust and silence; meanwhile, the pastoral societies of the Fertile Crescent have handed down to us the vision of God as shepherd of his flock. (The Bible also gives us, in the story of Cain and Abel, a parable of the deadly conflict that technologically driven economic changes wreak: Abel was a traditional pastoralist—he tended sheep—while Cain, who planted seeds in the ground, represented the disruptive “New Economy” of settled agriculture. Tellingly, after killing off the pastoralist, the sedentarian Cain exits to found the first city.88xGenesis 4:17.)

As humans developed more advanced technologies, these in turn reshaped our conceptions of the world around us, including the proper social order. Those who possessed superior technological knowledge were invested with supernatural authority: The key to early Rome’s defense was the ability quickly to assemble and disassemble the bridges across the Tiber, so much so that the pontifex maximus—literally the “greatest bridge-builder”—became the high priest, from whose Latin title we derive the term pontiff. The most sophisticated—and arguably most crucial—technology in any town in medieval Europe was its public clock. The clock, in turn, became a metaphor for the mechanical working of the universe—God, in fact, was often conceived of as a clockmaker (a metaphor still frequently invoked to argue against evolution and for the necessity of an intelligent creator)—and for the proper form of social organization: All should know their place and move through time and space as predictably as the figurines making their regular appearances and performing their routinized interactions on the more elaborate and entertaining of these town-square timepieces.

In our own time, the leading technologies continue to provide the organizing concepts for our economic, political, and theological constructs. The factory became such a ubiquitous reflection of economic and social realities that, from the early nineteenth century onward, virtually every social and cultural institution—welfare (the poorhouse, or, as it was often called, the “workhouse”), public safety (the penitentiary), health care (the hospital), mental health (the insane asylum), “workforce” or public housing, even (as teachers often suggest to me) the education system—was consciously remodeled around it. Even when government finally tried to get ahead of the challenges posed by the Industrial Revolution by building the twentieth-century welfare state, it wound up constructing essentially a new capital of the Industrial Age in Washington, DC, with countless New Deal ministries along the Mall—resembling, as much as anything, the rows of factory buildings one can see in the steel and mill towns of the same era.

By the middle of the twentieth century, the atom and the computer came to dominate most intellectual constructs. First, the uncertainty of quantum mechanics upended mechanistic conceptions of social and economic relations, helping to foster conceptions of relativism in everything from moral philosophy to literary criticism. More recently, many scientists have come to the conclusion that the universe amounts to a massive information processor, and popular culture to the conviction that we all simply live inside a giant video game.

In sum, while technological developments are not deterministic—their outcomes being shaped, rather, by the uses we conceive to employ them—our conceptions are largely molded by these dominant technologies and the transformations they effect.99xI should note that while this argument is not deterministic, like those of most current thinkers about political and economic development such as Francis Fukuyama, Jared Diamond, and Yuval Noah Harari, neither is it materialistic, like that of Karl Marx. Marx thoroughly rejected human ideas and thinking as movers of history, which he saw as simply shaped and dictated by the technology. I am suggesting instead a dialectic between the ideal and the material. To repeat the metaphor, technological change constitutes the plate tectonics on which human contingencies are then built. To understand, then, the deeper movements of thought, economic arrangements, and political developments, both historical and contemporary, one must understand the nature of the technologies underlying and driving their unfolding…(More)“.

Responsible by Design – Principles for the ethical use of behavioural science in government


OECD Report: “The use of behavioural insights (BI) in public policy has grown over the last decade, with the largest increase of new behavioural teams emerging in the last five years. More and more governments are turning to behavioural science – a multidisciplinary approach to policy making encompassing lessons from psychology, cognitive science, neuroscience, anthropology, economics and more. There are a wide variety of frameworks and resources currently available, such as the OECD BASIC framework, designed with the purpose of helping BI practitioners and government officials infusing behavioural science throughout the policy cycle.

Despite the availability of such frameworks, there are less resources available with the primary purpose of safeguarding the responsible use of behavioural science in government. Oftentimes, teams are left to establish their own ethical standards and practices, which has resulted in an uncoordinated mosaic of procedures guiding the international community interested in upholding ethical behavioural practices. Until now, few attempts have been made to standardize ethical principles for behavioural science in public policy, and to concisely gather and present international best practices.

In light of this, we developed the first-of-its-kind Good Practice Principles for the Ethical Use of Behavioural Science in Public Policy to advance the responsible use of BI in government…(More)”.

How China uses search engines to spread propaganda


Blog by Jessica Brandt and Valerie Wirtschafter: “Users come to search engines seeking honest answers to their queries. On a wide range of issues—from personal health, to finance, to news—search engines are often the first stop for those looking to get information online. But as authoritarian states like China increasingly use online platforms to disseminate narratives aimed at weakening their democratic competitors, these search engines represent a crucial battleground in their information war with rivals. For Beijing, search engines represent a key—and underappreciated vector—to spread propaganda to audiences around the world.  

On a range of topics of geopolitical importance, Beijing has exploited search engine results to disseminate state-backed media that amplify the Chinese Communist Party’s propaganda. As we demonstrate in our recent report, published by the Brookings Institution in collaboration with the German Marshall Fund’s Alliance for Securing Democracy, users turning to search engines for information on Xinjiang, the site of the CCP’s egregious human rights abuses of the region’s Uyghur minority, or the origins of the coronavirus pandemic are surprisingly likely to encounter articles on these topics published by Chinese state-media outlets. By prominently surfacing this type of content, search engines may play a key role in Beijing’s effort to shape external perceptions, which makes it crucial that platforms—along with authoritative outlets that syndicate state-backed content without clear labeling—do more to address their role in spreading these narratives…(More)“.

Moral Expansiveness Around the World: The Role of Societal Factors Across 36 Countries


Paper by Kelly Kirkland et al: “What are the things that we think matter morally, and how do societal factors influence this? To date, research has explored several individual-level and historical factors that influence the size of our ‘moral circles.’ There has, however, been less attention focused on which societal factors play a role. We present the first multi-national exploration of moral expansiveness—that is, the size of people’s moral circles across countries. We found low generalized trust, greater perceptions of a breakdown in the social fabric of society, and greater perceived economic inequality were associated with smaller moral circles. Generalized trust also helped explain the effects of perceived inequality on lower levels of moral inclusiveness. Other inequality indicators (i.e., Gini coefficients) were, however, unrelated to moral expansiveness. These findings suggest that societal factors, especially those associated with generalized trust, may influence the size of our moral circles…(More)”.

The Truth in Fake News: How Disinformation Laws Are Reframing the Concepts of Truth and Accuracy on Digital Platforms


Paper by Paolo Cavaliere: “The European Union’s (EU) strategy to address the spread of disinformation, and most notably the Code of Practice on Disinformation and the forthcoming Digital Services Act, tasks digital platforms with a range of actions to minimise the distribution of issue-based and political adverts that are verifiably false or misleading. This article discusses the implications of the EU’s approach with a focus on its categorical approach, specifically what it means to conceptualise disinformation as a form of advertisement and by what standards digital platforms are expected to assess the truthful or misleading nature of the content they distribute because of this categorisation. The analysis will show how the emerging EU anti-disinformation framework marks a departure from the European Court of Human Rights’ consolidated standards of review for public interest and commercial speech and the tests utilised to assess their accuracy….(More)”.

Opportunities and challenges of using social media big data to assess mental health consequences of the COVID-19 crisis and future major events


Paper by Martin Tušl et al : “The present commentary discusses how social media big data could be used in mental health research to assess the impact of major global crises such as the COVID-19 pandemic. We first provide a brief overview of the COVID-19 situation and the challenges associated with the assessment of its global impact on mental health using conventional methods. We then propose social media big data as a possible unconventional data source, provide illustrative examples of previous studies, and discuss the advantages and challenges associated with their use for mental health research. We conclude that social media big data represent a valuable resource for mental health research, however, several methodological limitations and ethical concerns need to be addressed to ensure safe use…(More)”.