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"This paper synthesizes research on current trends, programmes, policies and uses of AI related to technical and vocational education and training across six continents, covering developing and developed contexts, as a resource for stakeholders invested in the future of intermediate-level workers an
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Emerging technology trends: Artificial intelligence and big data for development 4.0
Geneva: ITU (2021), xv, 87 pp.
"Intended as a guide for policy-makers and other stakeholders in crafting a national AI and data strategy for development, the report highlights opportunities and outlines good policy and regulatory practices for implementation, while also flagging key challenges and offering hands-on suggestions in
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Digital Transformation and Ethics: Ethical Considerations on the Robotization and Automation of Society and the Economy and the Use of Artificial Intelligence
Baden-Baden: Nomos (2021), 537 pp.
"This book discusses digitalization, robotization, and automation of society and of the economy and the use of artificial intelligence from an ethical perspective. After an introduction on the correlation between morality and technology and an assessment of the moral capability of technologies, the
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YouTube Regrets: A Crowdsourced Investigation Into YouTube's Recommendation Algorithm
Mozilla (2021), 39 pp.
"YouTube is the second-most visited website in the world, and its algorithm drives 70% of watch time on the platform—an estimated 700 million hours every single day. For years, that recommendation algorithm has helped spread health misinformation, political disinformation, hateful diatribes, and o
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Policy guidance on AI for children
New York: UNICEF (2021), 59 pp.
"Welcome to the AI journalism Starter Pack, a guide designed to help news organisations learn about the opportunities offered by artificial intelligence (AI) to support their journalism. This guide will be of use to any news organisation approaching AI technologies but it is especially targeted at s
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AI for Everyone? Critical Perspectives
London: University of Westminster Press (2021), 300 pp.
"We are entering a new era of technological determinism and solutionism in which governments and business actors are seeking data-driven change, assuming that Artificial Intelligence is now inevitable and ubiquitous. But we have not even started asking the right questions, let alone developed an und
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Recommended Reading: Amazon’s Algorithms, Conspiracy Theories and Extremist Literature
London: Institute for Strategic Dialogue (ISD) (2021), 22 pp.
"The role of algorithms in propelling conspiracy theories and radicalisation has been brought into sharp focus by the interlocking crises of the past 12 months. Social media platforms have sought to tamp down on algorithmic recommendation of conspiracy theories and extremist content, for example by
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The Next Wave of Disruption: Emerging Market Media Use of Artificial Intelligence and Machine Learning. An Overview of New Technology Implementation in Emerging Market Media
Copenhagen: International Media Support (IMS) (2021), 63 pp.
"Just as in the global context, new tools are being used by the media in Latin America and Central and Eastern Europe (CEE). The use of artificial intelligence and machine learning (ALI/ML) is not limited to large, corporate media. But the reality of different news organisations with a variety of bu
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Engendering AI: A Gender and Ethics Perspective on Artificial Intelligence in Africa
Pollicy (2021), 22 pp.
"Although AI solutions have the potential to drive growth and development across major sectors such as finance, agriculture, and healthcare, the AI industry is currently still based in North America, Europe, and Asia, with Africa, unfortunately, still underrepresented (Jungblut, 2020). This is a thr
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Archives, Access and Artificial Intelligence: Working with Born-Digital and Digitised Archival Collections
Bielefeld: Bielefeld University Press; transcript Verlag (2021), 330 pp.
"Cultural heritage organizations face at least three main challenges. First, the volume of digital archives makes it extremely difficult for archivists to assess records. Applying Artificial Intelligence (AI) and machine learning (ML) to archives is still at an experimental stage, but AI/ ML could b
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Super-Scoring? Datengetriebene Sozialtechnologien als neue Bildungsherausforderung
kopaed; Grimme-Institut (2021), 263 pp.
"Beim so genannten „Scoring“ wird einer Person mithilfe algorithmischer Verfahren ein Zahlenwert zugeordnet, um ihr Verhalten zu bewerten und zu beeinflussen. „Super-Scoring“-Praktiken gehen noch weiter und führen Punktesysteme und Skalen aus unterschiedlichen Lebensbereichen zusammen, wie
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Digitalität und künstliche Intelligenz: Technik im Dienst des Geist-begabten und Selbst-bewussten Menschen
Mainz: Katholische Hochschule Mainz, Clearingstelle Medienkompetenz (2020), 9 pp.
"Was wollen wir mit den Thesen erreichen? Sie sind eine Momentaufnahme auf die Digitalität. Sie müssen ständig fortgeschrieben werden, weil die Entwicklungen ungeheuer agil sind. Sie beinhalten auch keine umfassende theologische Deutung der Digitalität. Die vorliegenden Thesen sind aber ein Disk
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A Study on Open Voice Data in Indian Languages
Bonn: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) (2020), 56 pp.
"This research aims at finding the current state of (open) voice datasets in Indian languages, including information about their volume, quality, mode of collection, and availability. The present research also explores the challenges for the creation and maintenance of open voice datasets in India.
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"This guide has explored some of the key considerations that should inform the conceptualization and implementation of Machine Learning (ML) and artifical intelligence (AI) components within a development project. New, automated decision systems can offer considerable and rapid efficiency gains, but
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The Ethical Algorithm: The Science of Socially Aware Alogrithm Design
New York: Oxford University Press (2020), 218 pp.
"Understanding and improving the science behind the algorithms that run our lives is quickly becoming one of the most pressing issues of this century. Traditional solutions, such as laws, regulations and watchdog groups, have proven woefully inadequate, at best. Derived from the cutting-edge of scie
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Lie Machines: How to Save Democracy from Troll Armies, Deceitful Robots, Junk News Operations, and Political Operatives
New Haven; London: Yale University Press (2020), xviii, 221 pp.
"Artificially intelligent “bot” accounts attack politicians and public figures on social media. Conspiracy theorists publish junk news sites to promote their outlandish beliefs. Campaigners create fake dating profiles to attract young voters. We live in a world of technologies that misdirect our
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Spotlight on Artificial Intelligence and Freedom of Expression
Vienna: OSCE Representative on Freedom of the Media (2020), 72 pp.
"Artificial intelligence (AI) has become an increasingly important tool for shaping and arbitrating online information. It is increasingly, and often invisibly, used by both public authorities and private companies, and greatly impacts the way people seek, receive, impart and access information. Cou
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Artificial Intelligence: Media and Information Literacy, Human Rights and Freedom of Expression
Moscow; Hove (UK): UNESCO; Next Minds (2020), 117 pp.
