"Ethical dilemmas with open source analysis are common. Analysts and journalists working with open source information have stories of feeling uneasy about publishing something. They weigh possibly risking harm to themselves, their employer, other individuals, or even international security. After pu
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blishing, they worry whether they did the right thing. These stories are shared quietly or hesitantly—compared to stories of journalistic or analytic feats—but ethical challenges are part of the day-to-day experience. Those analysts and journalists also acknowledge they could use more training, guidance, support, and focused discussion on their ethical practices. This paper aims to help elevate those stories and perspectives. It offers observations from a series of 28 structured interviews with analysts and journalists who use open source and geospatial analysis to inform their work on international security and nonproliferation policy. The goal of the paper is to make it easier for individuals, organizations, and community stakeholders to join discussions on enhancing their ethical practices with open source analysis. The paper isn’t a critique of existing practices. Nor does it prescribe an ethical framework. Instead, it is an attempt to learn with practitioners and help identify potential bottom-up solutions to the common ethical challenges they face." (Page 3)
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"As we move forward in deepening our collective understanding of how AI is reshaping our societies, and what policy models are required to best manage its effects in service of human and planetary wellbeing, information is needed on the global state of implementation of the UNESCO principles and the
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barriers countries are facing in protecting people from risks to human rights and democratic freedoms AI may bring. This is the premise for the new Global Index on Responsible AI (Global Index)." (Page 2)
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"Die Coronapandemie hat schonungslos die Schwachstellen der digitalen Gesellschaft aufgedeckt: die Digitalisierungsdefizite der öffentlichen Verwaltung, die schlechte digitale Ausstattung der Schulen und Universitäten, die Monopolstellung internationaler Digitalkonzerne, die Polarisierung in den s
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ozialen Medien, die digitale Spaltung der Gesellschaft in Stadt und Land und Arm und Reich. Auch die Demokratie und ihre Institutionen scheinen nur zum Teil auf die Herausforderungen der Digitalisierung vorbereitet zu sein. Gleichzeitig hat die Pandemie gesellschaftliche Digitalisierungspotenziale aufgezeigt und entsprechende Prozesse angestoßen oder beschleunigt, etwa hinsichtlich neuer digitaler Formen der Kommunikation und des Arbeitens, der Verwaltungsmodernisierung oder im Bereich demokratischer Partizipation. Die größte gesellschaftliche Aufgabe dürfte künftig sein, alte digitale Spaltungen und Ungleichheiten abzubauen und neuen vorzubeugen." (Verlagsbeschreibung)
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"The fifth edition of the AI Index Report includes data from a broad set of academic, private, and nonprofit organizations as well as more self-collected data and original analysis than any previous editions, including an expanded technical performance chapter, a new survey of robotics researchers a
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round the world, data on global AI legislation records in 25 countries, and a new chapter with an in-depth analysis of technical AI ethics metrics." (Introduction, page 2)
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"UNDP's Digital Strategy builds on the momentum created by the first strategy launched in 2018 and lays out a long-term vision for UNDP to 'help create a world in which digital is an empowering force for people and planet'. It outlines three interconnected objectives through which UNDP will support
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countries in reaping the benefits of digital technology while mitigating the risks. Digital Strategy 2022-2025 is intended to maintain and accelerate the momentum that has already been generated across UNDP and among its partners. Indeed, many of the components are already in place such as the Accelerator Labs, the Digital Advocates Network, a comprehensive IT transformation, and the Chief Digital Office. Continuing to build the capabilities of UNDP's workforce to imagine, plan, and implement integrated digital approaches has the potential to truly generate a multiplier effect on its support to partners." (Publisher description)
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"[...] many newsroom reactions to gender-based online violence appear to have been non-existent, ad hoc, or inadequate. At times, they have even damaged the women journalists targeted. Large global news organisations sometimes identified as “best practice” exemplars by expert responders intervie
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wed for this study were nevertheless criticised by the journalists interviewed in the course of the research with regard to their responses to the crisis. They were accused of failing to fully understand the gendered nature of the attacks, appreciate the serious psychological impacts, adapt to emerging and increasingly sophisticated threats, and provide effective and holistic support that recognises intersectional risks and hybrid security threats. A number of outlets were also criticised for insensitive and counterproductive victim-blaming and/or speech-restrictive behaviours. Many of the journalists interviewed for this study expressed exasperation and a sense of abandonment by their employers when they were in the midst of an online violence storm, even when there were credible threats of offline violence associated with these attacks. This was linked to gender-unaware policies, or those that had stagnated as a result of a failure to take account of increasing online toxicity and hostility towards journalists - especially on social media platforms - in the context of escalating disinformation, along with political polarisation and populism." (Page 4)
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"Der Atlas der digitalen Arbeit blickt auf viele verschiedene Branchen: Auto, Chemie und Pharma, aber auch die Pflege und die öffentliche Hand. Es geht um grundlegende Fragen: Wie weit sind smarte Computer und Roboter in diesen Bereichen auf dem Vormarsch? Welche Folgen hat das für die Beschäftig
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ten? Wie viel verdienen Menschen in digitalen Berufen? Was verändert sich in der Berufsausbildung? Macht Homeoffice glücklich? Profitieren Frauen und Männer gleichermaßen von den Vorteilen der digitalen Arbeitswelt?" (Verlagsbeschreibung)
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"Wie nutzen Individuen, Nichtregierungsorganisationen und Unternehmen digitale Medien, um zu einer nachhaltigen Gesellschaft beizutragen? Die Autorin rekonstruiert in dieser Open-Access-Publikation die sozial-ökologischen Folgen aktueller Digitalisierungsprozesse und zeigt anhand dreier Fallstudien
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, wie verschiedene Akteur*innen Digitalisierung nachhaltiger gestalten (wollen): Neben dem Reparieren von Medientechnologien in Repair Cafés wurde die Produktion und Aneignung fairer Medientechnologien am Beispiel des Fairphones untersucht sowie Onlineplattformen, die für nachhaltigen Konsum werben, am Beispiel von utopia.de. Sind dies Beispiele für Medienpraktiken, die das Ziel der Nachhaltigkeit verfolgen, so werden in der vergleichenden Analyse auch Grenzen und Ambivalenzen dieses Handelns offenbar." (Verlagsbeschreibung)
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"This report specifically looks at the situation of local actors who, while they are impacted by the circulation of harmful content on social media or the moderation thereof, often find themselves unable to take effective action to improve their situation in that respect." (Introduction)
"This research has shown that in the midst of the complex and diverse cultural context of Indonesia, growing use and misuse of social media in the country, and the complexity of ‘grey-area’ problematic content in the country, there has been a lack of meaningful and continuous dialogue between pl
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atforms and leading and peripheral civil society groups. Civil society groups and lay users have been battling individually, instead of coordinating, against the content moderation decisions of platforms. Most of them do not know how to appeal against the platform’s decisions. Meanwhile, the leading civil society groups in their capacity as the official partners of platforms have often felt powerless in the negotiation process with platforms. Platforms usually hold the final decision-making power, while not displaying sufficient understanding of the complexity of the local context. Accordingly, there have been cases of over and under content moderation in the country, that either hurt freedom of expression or the safety of individuals and public. When we submitted the idea of a local Coalition on Freedom of Expression and Content Moderation to the interviewees, most of them responded positively. To be clear, there is already a number of multi-stakeholder groups and civil society alliances working on issues of Internet governance, freedom of expression, and social media ethics in the country, but only few have shown interest, resources, and commitment to develop work on the issue of the contribution of local actors to content moderation on social media." (Recommendations, page 57)
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"This report presents a summary analysis of research on current practices of content moderation in Bosnia and Herzegovina, Indonesia, and Kenya, with a specific focus on 'harmful content' such as 'hate speech' and disinformation. The methodology combined desk research with qualitative interviews wit
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h key informants (representatives from local stakeholders). Findings from the country reports indicate that social media platforms, rather than serving as spaces for democratic debate and participatory citizenship, have increased ethnic-driven disinformation and politically motivated hatred, and reinforced the exclusion of marginalised groups. Given the importance of social media platforms, in countries where such tensions have in the past caused real-life violence, addressing the weaknesses of content moderation practices is of the utmost importance to ensure sustainable peace and enduring democracies." (Executive summary)
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"This report shares findings on the access and use of mobile technology among South Sudanese refugees and the communities that host them in three areas of White Nile, Sudan. White Nile is a state in southern Sudan sharing a border and refugee crossing points with South Sudan. It is home to nearly 70
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0,000 people in need of humanitarian assistance. More than 280,000 refugees from South Sudan are currently hosted in White Nile and represent more than a third of all refugees living in Sudan, as well as roughly 100,000 returnees who arrived from South Sudan when it seceded in 2011. Most refugees live in one of nine official refugee camps. Additionally, there are nearly 400,000 people experiencing acute food insecurity [...] Our research indicates that access to mobile phones is high in both communities, with 91 per cent of respondents reporting that their household owns at least one handset. Personal ownership is also high, with 81 per cent of refugees and 62 per cent of host community members reporting that they own their own mobile phone. This figure obscures some important discrepancies, however. For example, refugees are more likely to own an internet-enabled handset than host community members, and women, persons with disabilities and older people are less likely to have access to mobile phones." (Executive summary, page 2)
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"En el Perú existen alrededor de nueve millones de adolescentes entre 12 y 17 años. De este grupo, se estima que el 92.9 % hace uso de internet para socializar, informarse, desarrollar pasatiempos y asistir a clases durante la pandemia. Según las estadísticas oficiales, la población de adolesce
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ntes muestra una brecha digital de género menor a la de otros grupos etarios, pero estas estadísticas solo se limitan a medir la brecha de acceso material. Para entender de manera integral las barreras que enfrentan los y las adolescentes, se debe ahondar en las formas de impacto que internet tiene en sus vidas diarias, así como los estereotipos de género que pueden ser fomentados dentro de su entorno social próximo. Es por ello que entrevistamos a expertos y actores clave sobre la situación actual de la brecha digital de género en el Perú y elaboramos un estudio de campo novedoso –basado en la metodología diseñada por UNICEF y Global Kids Online– que nos permitió descubrir la diversidad de factores que promueven e inhiben la apropiación de internet por parte de adolescentes." (Página 6)
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"Diese Publikation ist im Rahmen des Projekts AutoCheck – Handlungsanleitung für den Umgang mit automatisierten Entscheidungssystemen für Antidiskriminierungsstellen entstanden. Sie ist eine erste Einführung in die Diskriminierungsrisiken beim Einsatz von automatisierten Entscheidungssystemen.
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Für ein tiefergehendes Verständnis der Thematik werden im Rahmen des Projekts Weiterbildungskonzepte entwickelt, die als Workshops für Multiplikator*innen veröffentlicht und angeboten werden. Wir wenden uns mit dieser Handreichung in erster Linie an Mitarbeitende von Antidiskriminierungsstellen in Deutschland. Durch Kompetenzaufbau in diesem zunehmend bedeutsamen Themenfeld sollen sie in die Lage versetzt werden, Risiken besser zu erkennen, einzuschätzen und dadurch in konkreten Diskriminierungsfällen Betroffene besser unterstützen zu können. Darüber hinaus soll diese Publikation auch den von Diskriminierung Betroffenen die Möglichkeit geben, sich über das Thema zu informieren. Der Fokus liegt auf dem Zugang zu Gütern und privaten Dienstleistungen, beispielsweise Benachteiligungen im Online-Handel oder beim Abschließen einer Versicherung. Nur am Rande gehen wir auf andere Anwendungsbereiche des Allgemeinen Gleichbehandlungsgesetzes (AGG) ein." (Einleitung)
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"In this paper, we outline each of the various technical mechanisms for implementing a shutdown, and the options for mitigating each type. Our hope is that technologists and civil society groups working to end shutdowns will find this a useful technical resource to understand, prepare for, circumven
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t, and help document deliberate network disruptions." (Introduction)
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"Surveillance of journalists has become a very topical and controversial issue that now requires attention at a number of levels – the level of the state, CSOs, and journalism organisations themselves. The systematic and arbitrary harvesting of journalists’ information, tracking and targeting of
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journalists is on the increase especially in the SADC region where some regimes seek to retain control of the media and stifle divergent views and suffocate opponents. In countries such as Zambia, Zimbabwe, Namibia and Malawi, there is deep-rooted fear that enacted cyber laws are already being used for surveillance purposes. For instance, South Africa uses the RICA Act to regulate the interception of communication and Zimbabwe has the Interception of Communications Act while Zambia deploys the Electronic Communications and Transactions Act of 2009. Thus, anecdotal evidence in Southern Africa shows that governments in the region are increasingly resorting to digital tools for surveillance and this is a serious cause for concern. At least three Southern African countries; Botswana, Zambia, and Zimbabwe have acquired sophisticated tools developed by an Israeli company, Circles, which they use to monitor the behavior of their citizens online. This calls for journalists, their organisations and other media- support institutions to act in ways that protect journalists from surveillance, be it by state or non-state agency. There is need, therefore, to come up with a toolkit of strategies that journalists in Southern Africa can make use of in quotidian news gathering and reporting practices." (Introduction)
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"The aim of this Open Science and Peacebuilding Toolkit is to provide an open, living collection of resources for innovation hubs operating in conflict or post-conflict environments, creating a joint framework for open science and peacebuilding in action. It seeks to enable makerspaces across the wo
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rld to contribute to sustainable development by becoming key players in creating circular economy structures. The toolkit is an open source document. It provides resources appropriate to communities at various levels of development and supports innovators in a range of sectors & throughout the entrepreneurial life cycle." (Introd, page 3)
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"The goal of this Data Governance Toolkit is to guide non-profit organizations through the steps and best practices for implementing Data Governance within your organization, while keeping in mind the changing organization IT landscape, enterprise architecture and program deliverables. To support or
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ganizations, reach their goal of capacity building in Data and Analysis, this toolkit guides you through a Framework to implementing Data Governance that includes template policies, roles, roadmaps and KPIs." (Purpose of this toolkit, page 3)
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"Eine Zahl taucht immer wieder in der Diskussion zur Nachhaltigkeit von KI auf: Die Emissionen, die in der Forschungs- und Entwicklungsphase großer Sprachmodelle anfallen, entsprechen den Emissionen von fünf Autos während ihrer gesamten Laufzeit. Diese Zahl stammt aus einer wegweisenden Analyse v
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on Emma Strubell, Ananya Ganesh und Andrew McCallum. Wenig hilfreich sind jedoch die vielen ungenauen oder falschen Aussagen, die sich seitdem auf diese Berechnung beziehen – oft mit zweifelhaften Aussagen über die CO2-Kosten von KI-Systemen. Die Diskussion über die Nachhaltigkeit von KI verdient mehr Genauigkeit, mehr Differenziertheit, mehr Analyse und mehr Fakten. KI hat ökologische, soziale und wirtschaftliche Kosten zur Folge. Wissenschaft, Industrie, Zivilgesellschaft und Politik müssen dringend auf der Grundlage von Fakten über diese Kosten sprechen und handeln. Mit dem ersten SustAIn-Magazin wollen wir unseren Beitrag zu solch einem Austausch leisten. Das Magazin ist das Ergebnis des Forschungsprojekts SustAIn, in dem wir einen Rahmen zur Bewertung der Nachhaltigkeit von KI-Systemen entwickelt haben. Hier stellen wir Ihnen vor, wie eine nachhaltigere KI in der Praxis bereits umgesetzt wird. Wir brauchen Good-PracticeBeispiele, methodische Innovationen und differenzierte Perspektiven darauf, wo Forschung und politisches Handeln notwendig sind, um nachhaltigere KI zu fördern." (Seite 3)
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"Music and Digital Media is the first comparative ethnographic study of the impact of digital media on music worldwide. It offers a radical and lucid new theoretical framework for understanding digital media through music, showing that music is today where the promises and problems of the digital as
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sume clamouring audibility. The book contains ten chapters, eight of which present comprehensive original ethnographies; they are bookended by an authoritative introduction and a comparative postlude. Five chapters address popular, folk, art and crossover musics in the global South and North, including Kenya, Argentina, India, Canada and the UK. Three chapters bring the digital experimentally to the fore, presenting pioneering ethnographies of an extra-legal peer-to-peer site and the streaming platform Spotify, a series of prominent internet-mediated music genres, and the first ethnography of a global software package, the interactive music platform Max. The book is unique in bringing ethnographic research on popular, folk, art and crossover musics from the global North and South into a comparative framework on a large scale, and creates an innovative new paradigm for comparative anthropology. It shows how music enlarges anthropology while demanding to be understood with reference to classic themes of anthropological theory." (Publisher description)
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