Paper by Stephan Lewandowsky and Peter Pomerantsev: “Democracy is in retreat around the globe. Many commentators have blamed the Internet for this development, whereas others have celebrated the Internet as a tool for liberation, with each opinion being buttressed by supporting evidence. We try to resolve this paradox by reviewing some of the pressure points that arise between human cognition and the online information architecture, and their fallout for the well-being of democracy. We focus on the role of the attention economy, which has monetised dwell time on platforms, and the role of algorithms that satisfy users’ presumed preferences. We further note the inherent asymmetry in power between platforms and users that arises from these pressure points, and we conclude by sketching out the principles of a new Internet with democratic credentials….(More)”.
Human-Centered AI
Book by Ben Shneiderman: “The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology.
In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realist’s guide to how artificial intelligence can be used to augment and enhance humans’ lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity…(More)”.
Leveraging Location and Mobility Data: Perils & Practices
Paper by Suha Mohamed: “…Mobility data refers to information (often passively captured) that provides insights into the location and movement of a population – often through their interactions with digital mobility devices (like our smartphones) or transport services. Sources of mobility data, while diverse, include call detail records from telecom companies, GPS details from phones or vehicles, geotagged social media data or first or third-party software data.
Geolocation, a subset of mobility data, may be useful in shaping responsive courses of action as it can be leveraged in granular form to understand hyperlocal realities or, when aggregated, regional, national or international patterns. However, privacy concerns arise from the sensitive or personal data that may be inferred from these records and the often opaque conditions around its usage. The ongoing deployment of contact tracing applications, which largely depend on individual-level location data, have demonstrated extensive potential for misuse and surveillance….
Despite the surveillance and privacy concerns around the use of contact tracing apps and mobility data, it is undeniable that this data has immense public value and has helped officials understand the development of the COVID-19 virus and map its variants and waves. It has also been used to track: areas of mobility that contribute towards increased transmission of the virus, adherence to social distancing norms and the effectiveness of measures like lockdowns or restrictions….(More)”.
Improving Consumer Welfare with Data Portability
Report by Daniel Castro: “Data protection laws and regulations can contain restrictive provisions, which limit data sharing and use, as well as permissive provisions, which increase it. Data portability is an example of a permissive provision that allows consumers to obtain a digital copy of their personal information from an online service and provide this information to other services. By carefully crafting data portability provisions, policymakers can enable consumers to obtain more value from their data, create new opportunities for businesses to innovate with data, and foster competition….(More)”.
The Promise of Community-Driven Science
Article by Louise Lief: “Powered by thousands of early-career scientists and students, a global movement to transform scientific practice has emerged in recent years. The objective is to “expand the boundaries of what we consider science,” says Rajul Pandya, senior director of Thriving Earth Exchange at the American Geophysical Union (AGU), “to fundamentally transform science and the way we use it.”
These scientists have joined forces with community leaders and members of the public to establish new protocols and methods for doing community-driven science in an effort to make civic science even more inclusive and accessible to the public. Community science is an outgrowth of two earlier movements that emerged in response to the democratizing forces of the internet: open science, the push to make scientific research accessible and to encourage sharing and collaboration throughout the research cycle; and open data, the support for data that anyone can freely use, reuse, and share.
For open-science advocates, a reset of scientific practice is long overdue. For decades, the field has been dominated by what some experts call the “science-push” model, a top-down approach in which scientists decide which investigations to pursue, what questions to ask, how to do the science, and which results are significant. If members of the public are involved at all, they serve as research subjects or passive consumers of knowledge curated and presented to them by scientists.
The traditional approach to science has resulted in the public’s increasing distrust of scientists—their motives, values, and business interests. Science is a process that explores the world through observation and experiment, looking for evidence that may reveal larger patterns, often producing new discoveries. However, science itself does not decide the effects or outcomes of these results. The devastating opioid epidemic—in which manufacturers have aggressively promoted the highly addictive drugs, downplaying risks and misinforming doctors—has shown that the values and motives of those who practice science make all the difference.
Instead, open-science advocates believe science should be a joint enterprise between scientists and the public to demonstrate the value of science in people’s lives. Such collaboration will change the way scientists, communities, regulatory agencies, policy makers, academia, and funders work individually and collectively. Each player will be able to integrate science more easily into civic decision-making and target problems more efficiently and at lower costs. This collaborative work will create new opportunities for civic action and give the public a greater sense of ownership—making it their science….(More)”.
Evidence-Based Policymaking: What Human Service Agencies Can Learn from Implementation Science and Integrated Data Systems
Paper by Sharon Zanti & M. Lori Thomas: “The evidence-based policymaking movement compels government leaders and agencies to rely on the best available research evidence to inform policy and program decisions, yet how to do this effectively remains a challenge. This paper demonstrates how the core concepts from two emerging fields—Implementation Science (IS) and Integrated Data Systems (IDS)—can help human service agencies and their partners realize the aims of the evidence-based policymaking movement. An IS lens can help agencies address the role of context when implementing evidence-based practices, complement other quality and process improvement efforts, simultaneously study implementation and effectiveness outcomes, and guide de-implementation of ineffective policies. The IDS approach offers governance frameworks to support ethical and legal data use, provides high-quality administrative data for in-house analyses, and allows for more time-sensitive analyses of pressing agency needs. Ultimately, IS and IDS can support human service agencies in more efficiently using government resources to deliver the best available programs and policies to the communities they serve. Although this paper focuses on examples within the United States context, key concepts and guidance are intended to be broadly applicable across geographies, given that IS, IDS, and the evidence-based policymaking movement are globally relevant….(More)”.
Data Science and Official Statistics: Toward a New Data Culture
Essay by Stefan Schweinfest and Ronald Jansen: “In the digital age, data are generated continuously by many different devices and are being used by many different actors. National statistical offices (NSOs) should benefit from these opportunities to improve data for decision-making. What could be the expanding role for official statistics in this context and how does this relate to emerging disciplines like data science? This article explores some new ideas. In the avalanche of new data, society may need a data steward, and the NSO could take on that role, while paying close attention to the protection of privacy. Data science will become increasingly important for extracting meaningful information from large amounts of data. NSOs will need to hire data scientists and data engineers and will need to train their staff in these fast-developing fields. NSOs will also need to clearly communicate new and experimental data and foster a good understanding of statistics. Collaboration of official statistics with the private sector, academia, and civil society will be the new way of working and the fundamental principles of official statistics may have to apply to all those actors. This article envisions that we are gradually working toward such a new data culture…(More)”.
Contracting and Contract Law in the Age of Artificial Intelligence
Book edited by Martin Ebers, Cristina Poncibò, and Mimi Zou: “This book provides original, diverse, and timely insights into the nature, scope, and implications of Artificial Intelligence (AI), especially machine learning and natural language processing, in relation to contracting practices and contract law. The chapters feature unique, critical, and in-depth analysis of a range of topical issues, including how the use of AI in contracting affects key principles of contract law (from formation to remedies), the implications for autonomy, consent, and information asymmetries in contracting, and how AI is shaping contracting practices and the laws relating to specific types of contracts and sectors.
The contributors represent an interdisciplinary team of lawyers, computer scientists, economists, political scientists, and linguists from academia, legal practice, policy, and the technology sector. The chapters not only engage with salient theories from different disciplines, but also examine current and potential real-world applications and implications of AI in contracting and explore feasible legal, policy, and technological responses to address the challenges presented by AI in this field.
The book covers major common and civil law jurisdictions, including the EU, Italy, Germany, UK, US, and China. It should be read by anyone interested in the complex and fast-evolving relationship between AI, contract law, and related areas of law such as business, commercial, consumer, competition, and data protection laws….(More)”.
Social Media and the Contemporary City
Book by Eric Sauda, Ginette Wessel and Alireza Karduni: “The widespread adoption of smartphones has led to an explosion of mobile social media data, more than a billion messages per day that continuously track location, content, and time. Social Media in the Contemporary City focuses on the effects of social media on local communities and urban space in a variety of political and economic settings related to social activism, informal economic activity, public art, and global extremism.
The book covers events ranging from Banksy art installations, mobile food trucks, and underground restaurants, to a Black Lives Matter protest, the Christchurch mosque shootings, and the Pulse nightclub shooting. The interplay between urban space, local community, and social media in each case study requires diverse methodologies that are both computational (i.e. machine learning, social network analysis, and natural language processing) and ethnographic (i.e. semi-structured interviews, thematic analysis, and site analysis). The book views social media not as a replacement for the local community or urban space but rather as a translation of the uses and meanings of all three realms….(More)”.
How digital minilaterals can revive international cooperation
Blog by Tanya Filer and Antonio Weiss: “From London to the Organisation for Economic Co-operation and Development, calls to “reimagine” or “revive” multilateralism have been a dime a dozen this year. The global upheaval of COVID-19 and emerging megatrends—from the climate crisis to global population growth—have afforded a new urgency to international cooperation and highlighted a growing sclerosis within multilateralism that even its greatest proponents admit.
While these calls—and the rethinking they are beginning to provoke—are crucial, a truly new and nuanced multilateralism will require room for other models too. As we described in a paper published last year at the Bennett Institute for Public Policy at the University of Cambridge, digital minilaterals are providing a new model for international cooperation. Made up of small, trust-based, innovation-oriented networks, digital minilaterals use digital culture, practices, processes, and technologies as tools to advance peer learning, support, and cooperation between governments.
Though far removed from great power politics, digital minilaterals are beginning to help nation-states navigate an environment of rapid technological change and problems of complex systems, including through facilitating peer-learning, sharing code base, and deliberating on major ethical questions, such as the appropriate use of artificial intelligence in society. Digital minilateralism is providing a decentralized form of global cooperation and could help revive multilateralism. To be truly effective, digital minilaterals must place as much emphasis on common values as on pooled knowledge, but it remains to be seen whether these new diplomatic groupings will deliver on their promise….(More)”.