"As global stakeholders from governments, international organizations, the private sector, academia, and civil society, we convene in Hamburg to shape a human-centric, human-rights-based, inclusive, open, sustainable, and responsible AI future. We commit to advancing AI for the SDGs, aligning with o
...
ngoing international efforts. A responsible AI future must be built on equal and meaningful participation, with actions to ensure that all stakeholders, especially those from emerging markets, developing economies, and vulnerable groups, have fair and equitable access to, as well as ownership of, computing, data, investment, and resources for capacity and talent development. AI’s benefits must not remain concentrated among a privileged few. We are committed to bridging digital divides and empowering all nations and communities to co-create and leverage AI solutions and evaluations that serve people and the planet. To achieve this, we call for leveraging AI responsibly, inclusively, and sustainably, aligned with the five pillars of the 2030 Agenda for Sustainable Development: people, planet, prosperity, peace, and partnerships." (A Joint Vision)
more
"Im ersten Teil geben wir einen Überblick über den Einsatz von generativer KI in der politischen Kampagnenkommunikation. Insbesondere die generativen KI-Tools ChatGPT und Midjourney werden zunehmend in politischen Kampagnen eingesetzt, um menschenähnliche Texte beziehungsweise fotorealistische Bi
...
lder zu erstellen [...] Der zweite Teil liefert ein umfassendes Bild von den Einstellungen der deutschen Bevölkerung zum Einsatz von generativer KI in politischen Kampagnen. Dafür haben wir eine repräsentative Online-Befragung von knapp 2.000 Teilnehmenden durchgeführt und Menschen zu ihrem KI-Wissen und ihren Einschätzungen zur KI-Nutzung in der Politik befragt [...] Im dritten Teil der Studie untersuchen wir, inwieweit KI-generierte Botschaften in politischen Kampagnen von Bürger*innen erkannt und wahrgenommen werden, aber auch wie sie ihre Einstellungen hinsichtlich des politischen Einsatzes von generativer KI beeinflussen. Dafür haben wir ein Online-Experiment mit ebenfalls rund 2.000 neuen Teilnehmenden durchgeführt." (Einleitung, Seiten 7-8)
more
"Since 2020, Douyin, an app known for its interactive entertainment and vibrant youth cultures, has risen to dominance in the retail sector. Douyin stands out by making paid traffic a significant revenue stream alongside commissions. This strategy, which restricts organic growth, compels sellers to
...
make additional investments in traffic. Drawing from Douyin walkthroughs and the company’s business development presentations, this article analyzes how audience attention and platform traffic are manufactured and integrated with retail in the context of China’s recent national policy that positions data as a factor of production equal to labor, land, technology, and capital. In contrast to Instagram, traffic conversion into sales takes precedence over product visibility on Douyin. In this process, Douyin actively uses user data to manufacture high-traffic keywords with buying intent. This involves measurements employing surveillance technologies that span imageand speech recognition, keywords, performance metrics, and pricing algorithms. The article argues that Douyin e-commerce cannot be fully explained by the current visibility research paradigm centered on metrics such as likes, shares, and comments, which are considered indications of interests and preferences. It is suggested that Douyin uses historical data to invoke momentary interests and produce desired user actions for conversion. Traffic investment alone cannot result in the conversion of momentary interests into sales; it needs to be combined with pricing that incorporates discounts, coupons, and reductions. The integration of traffic investment with pricing strategy has emerged as a dominant e-commerce practice that fosters retail growth." (Abstract)
more
"This paper investigates open public data and data sharing reforms in Australia (2018–2022) and their potential role in deepening the ‘data divide’. In the contemporary datafied welfare state, open public data and data sharing are increasingly vexed issues in times of data-driven artificial in
...
telligence (AI). We scrutinise public consultation surrounding the establishment of the Australian Data Availability and Transparency Act 2022 (DAT Act). Through topic modelling and critical discourse analysis, the study examines the representation and concerns of marginalised groups in the reform process. We highlight the overlooked role of non-profits and civil society in the public data ecosystem. The analysis emphasises the significant yet unacknowledged contributions of these organisations in advocating for data equity and justice. We argue that responsible and equitable public data practices do not just depend on administrative and technical procedures for data sharing but are fundamentally entwined with the social and institutional hierarchies in which public data is produced and used. The study calls for greater inclusion and support for civil society organisations to bridge the data divide, contributing to broader debates on the merits and challenges of open data and data sharing practices within a data justice framework." (Abstract)
more
"The rise of Generative AI (GenAI) in knowledge workflows raises questions about its impact on critical thinking skills and practices. We survey 319 knowledge workers to investigate 1) when and how they perceive the enaction of critical thinking when using GenAI, and 2) when and why GenAI affects th
...
eir effort to do so. Participants shared 936 first-hand examples of using GenAI in work tasks. Quantitatively, when considering both task- and user-specific factors, a user’s task-specific self-confidence and confidence in GenAI are predictive of whether critical thinking is enacted and the effort of doing so in GenAI-assisted tasks. Specifically, higher confidence in GenAI is associated with less critical thinking, while higher self-confidence is associated with more critical thinking. Qualitatively, GenAI shifts the nature of critical thinking toward information verification, response integration, and task stewardship. Our insights reveal new design challenges and opportunities for developing GenAI tools for knowledge work." (Abstract)
more
"If 2023 was the year of generative artificial intelligence, 2024 was marked by the rapid expansion and adoption of AI, driving waves of innovation across nearly every conceivable domain. The United Nations system has kept an encouraging pace, redoubling efforts to harness the power and potential of
...
AI responsibly. That progress is visible not only in the soaring number of UN AI initiatives — now totalling 729 projects, from 406 last year — but also in the depth of engagement across the system, with 53 UN entities contributing to this year’s Activities Report, six of them for the first time. This gathering momentum reflects our shared conviction that AI is no longer a distant aspiration; it is a present-day imperative within and beyond the United Nations. The projects highlighted here tackle urgent challenges, from accelerating climate action to improving health outcomes to expanding educational access, bolstering governance, and creating decent work. Nearly half of these efforts are built on partnerships with governments, academia, industry, and civil-society organizations, underscoring the multistakeholder spirit at the heart of the UN’s inclusive digital transformation agenda. Across our work, AI is already driving efficiencies, revealing deeper insights, and informing faster responses — from chatbots that streamline public-service delivery to data tools that strengthen emergency responses to applications that keep meetings and consultations running smoothly. These innovations are extending the reach and impact of our work in practical, promising ways. Yet the UN remains keenly aware of the risks and responsibilities that accompany AI. Ethics, human rights, and inclusion anchor every initiative, guiding us toward a shared digital future where AI helps us advance opportunity and prosperity for all. This report — prepared by the International Telecommunication Union (ITU) in partnership with 52 other UN entities — embodies the system’s resolve to lead by example. Read on to discover how AI is already driving progress, delivering results, and reshaping the way the UN serves people and planet in the digital age." (Foreword)
more
"Since the early 2010s, humanitarian donors have increasingly contracted private firms to monitor and evaluate humanitarian activities, accompanied by a promise of improving accountability through their data and data analytics. This article contributes to scholarship on data practices in the humanit
...
arian sector by interrogating the implications of this new set of actors on humanitarian accountability relations. Drawing on insights from 60 interviews with humanitarian donors, implementing agencies, third-party monitors and data enumerators in Somalia, this article interrogates data narratives and data practices around thirdparty monitoring. We find that, while humanitarian donors are highly aware of challenges to accountability within the sector, there is a less critical view of data challenges and limitations by these external firms. This fuels donor optimism about third-party monitoring data,while obscuring the ways that third-partymonitoring data practices are complicating accountability relations in practice. Resultant data practices, which are aimed at separating data from the people involved, reproduce power asymmetries around the well-being and expertise of the Global North versus Global South. This challenges accountability to donors and to crisis-affected communities, by providing a partial view of reality that is, at the same time, assumed to be reflective of crisis- affected communities’ experiences. This article contributes to critical data studies by showing howmonitoring data practices intended to improve accountability relations are imbued with, and reproduce, power asymmetries that silence local actors." (Abstract)
more
"Although many data justice projects envision just datafied societies, their focus on participatory ‘solutions’ to remedy injustice leaves important discussions out. For example, there has been little discussion of the meaning of data justice and its participatory underpinnings in authoritarian
...
contexts. Additionally, the subjects of data justice are treated as universal decision-making individuals unaffected by the procedures of datafication itself. To tackle such questions, this paper starts with studying the trajectory of data justice as a concept and reflects on both its data and justice elements. It conceptualises data as embedded within a network of associations opening up a multi-level, multiactor, intersectional understanding of data justice. Furthermore, it discusses five major conceptualisations of data justice based on social justice, capabilities, structural, sphere transgression, and abnormality of justice approaches. Discussing the limits and potentials of each of these categories, the paper argues that many of the existing participatory approaches are formulated within the neoliberal binary of choice: exit or voice (Hirschman, 1970). Transcending this binary and using postcolonial theories, the paper discusses the dehumanisation of individuals and groups as an integral part of datafication and underlines the inadequacy of digital harms, data protection, and privacy discourses in that regard. Finally, the paper reflects on the politics of data justice as an emancipatory concept capable of transforming standardised concepts such as digital literacy to liberating pedagogies for reclaiming the lost humanity of the oppressed (Freire, 1970) or evoking the possibility for multiple trajectories beyond the emerging hegemony of data capitalism." (Abstract)
more
"This article draws upon a multi-sited ethnography of everyday labour in Lebanon’s digital cash assistance for Syrian refugees. The datafication of humanitarian infrastructures generates technological breakdown, gaps in data and incredibly strict and cumbersome rules. In response to impediments re
...
lated to biometric identification and automated poverty targeting, this article argues that humanitarian staff, refugee recipients and community members engage in ‘repair work’ – the subtle and quotidian labour that goes into addressing fragility and maintaining functionality. Inspired by feminist studies of labour, repair work is found to be invisible in being undervalued, unpaid and reproductive, which is reminiscent of labour that has historically fallen to disenfranchised people. Repair work also enables data workers to assert their autonomy and contest infrastructures that they framed as being unreasonable and unjust. In doing so, findings suggest that repair work is fundamental to the ability of data-driven aid programmes to cater to the needs of populations in crisis. This paper marks two contributions to understanding the promise and perils of ‘Technology for Good’: it introduces repair work as a novel conceptual framework to analyse labour involved in the datafication of aid, and it applies new empirical evidence to critical studies of data work." (Abstract)
more
"This publication offers a comprehensive overview of digital development in the CIS region. The data reveal a region where nine in ten people are online—well above the global average—and where mobile broadband networks now cover virtually the entire population. These are important milestones. At
...
the same time, disparities remain between countries and communities. Fixed broadband is still out of reach for many, ICT regulation is uneven, and digital skills remain limited in key areas. Seven of the nine CIS countries are landlocked, which presents unique challenges for international connectivity, infrastructure deployment, and access to global Internet infrastructure. These constraints make regional collaboration particularly important—not only for physical infrastructure development but also for the harmonization of policies and regulatory frameworks. The second part of this report features case studies that illustrate how digital initiatives are making a tangible impact across the region. From expanding rural broadband access to enhancing youth entrepreneurship and strengthening cybersecurity readiness, these stories highlight the diversity of challenges—and the creativity of responses—emerging across the CIS." (Foreword)
more
"Digital monopolies shape ever larger parts of our lives. The platforms are increasingly controlling the public formation of political opinion and at the same time abolishing our free market economy. Digital expert Martin Andree shows in detail how far the hostile takeover of our society by the tech
...
giants has already progressed - and how we could reclaim the Internet." (Publisher description)
more
"[...] Let me, therefore, reiterate today the Church’s solidarity with journalists who are imprisoned for seeking to report the truth, and with these words I also ask for the release of these imprisoned journalists. The Church recognises in these witnesses – I am thinking of those who report on
...
war even at the cost of their lives – the courage of those who defend dignity, justice and the right of people to be informed, because only informed individuals can make free choices. The suffering of these imprisoned journalists challenges the conscience of nations and the international community, calling on all of us to safeguard the precious gift of free speech and of the press [...] Today, one of the most important challenges is to promote communication that can bring us out of the “Tower of Babel” in which we sometimes find ourselves, out of the confusion of loveless languages that are often ideological or partisan. Therefore, your service, with the words you use and the style you adopt, is crucial. As you know, communication is not only the transmission of information, but it is also the creation of a culture, of human and digital environments that become spaces for dialogue and discussion. In looking at how technology is developing, this mission becomes ever more necessary. I am thinking in particular of artificial intelligence, with its immense potential, which nevertheless requires responsibility and discernment in order to ensure that it can be used for the good of all, so that it can benefit all of humanity. This responsibility concerns everyone in proportion to his or her age and role in society." (https://www.vatican.va/content/leo-xiv)
more
"Un total de 22,5 millones de conexiones móviles celulares estaban activas en Venezuela a principios de 2025, siendo esta cifra equivalente al 79,1 por ciento de la población total. Sin embargo, hay que tener en cuenta que algunas de estas conexiones sólo incluyen servicios como voz y SMS, y otra
...
s no incluyen acceso a Internet. A principios de 2025, 17,5 millones de personas utilizaban Internet en Venezuela, con una penetración del 61,6%. Venezuela contaba con 15,1 millones de usuarios de redes sociales en enero de 2025, lo que equivale al 53,1% de la población total." (https://guayoyomarketing.com)
more
"Landlocked Developing Countries (LLDCs) face unique development challenges. Higher transportation costs, trade barriers, and limited connectivity impede economic integration. LLDCs rely on neighbouring countries for access to trade routes, resulting in delays and higher costs. These countries also
...
tend to lag in investment, limiting resources available for infrastructure and human capital development. Together, these factors undermine competitiveness and slow development. Digital technologies offer transformative potential for LLDCs. Information and communication technologies (ICTs) can mitigate physical barriers by enabling access to global markets, improving logistics and public services, and expanding education and entrepreneurship opportunities. When combined with enabling policies and investment, they can accelerate structural transformation." (Introduction)
more
"With our modern world relying more and more on Internet-based technologies, this timely book takes a renewed look at the ever-increasing digital divide between developing and more technologically advanced countries and the resulting impacts on achieving the Sustainable Development Goals (SDGs). Jef
...
frey James conducts a methodological and conceptual review of the patterns and shortfalls arising from the technological divide between countries, recommending a more proactive response for countries that are struggling to minimise the gap. He juxtaposes the current usage of technology coupled with the prohibitive cost of accessing the Internet in the Global South against the cost of living in poverty, the lack of literacy, and learned digital skills. The book addresses these key issues and investigates the current gender disparity, offering solutions for implementing low-cost policies such as the recent successful launch of the inexpensive JioPhone handset." (Publisher description)
more