"[...] ChatGPT’s creator, OpenAI, is now reportedly in talks with investors to raise funds at a $29 billion valuation, including a potential $10 billion investment by Microsoft. That would make OpenAI, which was founded in San Francisco in 2015 with the aim of building superintelligent machines, o
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ne of the world’s most valuable AI companies. But the success story is not one of Silicon Valley genius alone. In its quest to make ChatGPT less toxic, OpenAI used outsourced Kenyan laborers earning less than $2 per hour, a TIME investigation has found. [...]
OpenAI’s outsourcing partner in Kenya was Sama, a San Francisco-based firm that employs workers in Kenya, Uganda and India to label data for Silicon Valley clients like Google, Meta and Microsoft. Sama markets itself as an “ethical AI” company and claims to have helped lift more than 50,000 people out of poverty. The data labelers employed by Sama on behalf of OpenAI were paid a take-home wage of between around $1.32 and $2 per hour depending on seniority and performance. For this story, TIME reviewed hundreds of pages of internal Sama and OpenAI documents, including workers’ payslips, and interviewed four Sama employees who worked on the project. All the employees spoke on condition of anonymity out of concern for their livelihoods. The story of the workers who made ChatGPT possible offers a glimpse into the conditions in this little-known part of the AI industry, which nevertheless plays an essential role in the effort to make AI systems safe for public consumption. “Despite the foundational role played by these data enrichment professionals, a growing body of research reveals the precarious working conditions these workers face,” says the Partnership on AI, a coalition of AI organizations to which OpenAI belongs."
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"Die kenianische, auch mit deutschem Geld produzierte Serie "Country Queen"läuft auf Arte und weltweit auf Netflix. Sie ist raffiniert erzählt - und ein Glücksfall für das globale Lagerfeuer." (Einleitung)
"[...] Tonny Njuguna ist Schauspieler und einer der beiden Moderatoren von Shamba Shape Up, einer Reality-TV-Show aus Kenia. "Shamba" bedeutet Farm in der Landessprache Kisuaheli, "shape up" ist Englisch und heißt so viel wie aufmotzen oder pimpen. Allein in Kenia schauen Woche für Woche bis zu ne
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un Millionen Menschen zu – und das bei 55 Millionen Einwohnern. Das Format ist so erfolgreich, dass Shamba Shape Up mittlerweile fast in jedem großen kenianischen Fernsehsender Nachahmer hat und das Original in andere ostafrikanische Länder exportiert wird.
Shamba Shape Up gibt es seit 2010, und während das Team die dreizehnte Staffel dreht, läuft im Fernsehen die zwölfte. Die Idee hat Ähnlichkeiten mit MTVs Pimp My Ride, wo der Rapper Xzibit Anfang der 2000er Schrottautos tunen ließ. Bei Shamba Shape Up geht es dagegen um andere Dinge: um das richtige Futter für die Kühe, wie man seine Farm an die Klimakrise anpasst und wann es sinnvoll ist, sich gegen Ernteausfälle zu versichern. Um finanzielle Bildung für Bauern, darum, was es heißt, sich gut zu ernähren, und was man tun kann, wenn der eigene Hof von eingewanderten Pflanzen überwuchert wird. Das Wichtigste dabei ist, dass nicht nur den Bauern geholfen wird, sondern die Zuschauer etwas lernen. Zum Beispiel, wie man Passionsfrüchte richtig pflanzt. So wie Vivien Machanury jedenfalls nicht. Ihre ersten Pflanzen waren zu widerspenstigen Büschen herangewachsen, deren mickrige Früchte sie aus dem Gestrüpp herausschütteln musste. Drei Tage lang wird das Filmteam auf ihrem Hof drehen, am Ende soll sie wissen, was sie besser machen kann: "Ich kenne das aus meinem vorigen Job: sich auf ein Projekt konzentrieren, dann das nächste angehen."
Vivian Machanury ist 50 Jahre alt. Vor drei Jahren hat sie ihren Beruf bei einem Telefonnetz-Betreiber aufgegeben. An der Wand ihres Hauses hängen noch Auszeichnungen als Mitarbeiterin des Monats und Zertifikate von Weiterbildungen. In ihrem Job hatte sie zuletzt ein Team von 50 Mitarbeitenden unter sich. Dann wurde sie Bäuerin. "Weißt du", sagt sie zu Tonny Njuguna, "ich habe mir das nur zugetraut, weil ich immer eure Sendung geguckt habe." Der ist sichtlich gerührt. "Das müssen wir gleich noch mal vor der Kamera machen", sagt er. [...]"
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"With contributions from scholars across the continent, Digital Citizenship in Africa illustrates how citizens have been using VPNs, encryption, and privacy-protecting browsers to resist limits on their rights to privacy and political speech. This book dramatically expands our understanding of the v
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ast and growing arsenal of tech tools, tactics, and techniques now being deployed by repressive governments to limit the ability of citizens to safely and openly express opposition to government and corporate actions. AI-enabled surveillance, covertly deployed disinformation, and internet shutdowns are documented in ten countries, concluding with recommendations on how to curb government and corporate power, and how to re-invigorate digital citizenship across Africa." (Publisher description)
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"This whitepaper establishes that there is misalignment on the implementation of digital enabling strategies between global headquarters and the local humanitarian and development programs of East Africa. As headquarters of international NGOs – mostly based in the global north – participate in a
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n information revolution that seeks to drive organizational efficiency (i.e., Peak Performance) through effective data use (i.e., Information Certainty) local humanitarian impact programs – mostly based in the global south – have not been afforded the equivalent digital foundation to join the information revolution on their owns terms. Consequently, when seeking to leverage business applications and digitally enabled services for amplified impact there exist fundamental barriers to success. To unlock gridlock around the amplifying potential of digital, global nonprofits must revisit foundational digital dimensions thereby finishing the job on “wiring [and connecting] the global village” (Granger-Happ, 2001), providing skills and leadership for a digital age, and ensuring that collective action is harnessed in a strategic capacity to scale innovation in parallel with sector trends of localization." (Astract)
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"Information and Communication Technologies (ICTs) are among the profound tools to help the poor and marginalized rural smallholder farmers make a difference in their lives. This paper seeks to understand how the recent development of ICTs helps increase agricultural productivity and improve smallho
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lder farmers’ livelihoods in Tanzania. We employed a fuzzy sets Qualitative Comparative Analysis (fsQCA) technique to select the most relevant 24 literature from 2163 literature and analyze the drivers (conditions) that influence ICTuse among the smallholder farmers, which in turn leads to increased agricultural productivity and improved farmers’ livelihoods (outcomes). In addition, the authors conducted in-depth interviews with some local smallholder farmers in Tanzania’s same regions, as shown in the reviewed literature, to understand how ICTs worked in the field. Findings revealed that ICTs had been increasingly used for and directly linked with agricultural transformation, increased agricultural productivity and improved rural livelihoods in Tanzania in the past two decades. Smallholder farmers rely on ICT tools, particularly mobile phones and radios, to access agricultural-related information, which helps them increase agricultural productivity. The limited number of public extension service agents forces most smallholder farmers to opt for ICTs as an alternative source of agricultural information. In this case, the agricultural extension department from the ministry of agriculture should work closely with telecom, broadcasting companies and other stakeholders to strengthen and initiate more appropriate ICT infrastructure and services targeting the smallholder farmers." (Abstract)
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"Africa is a diverse and complex continent, consisting of 54 countries, 5 regions and about 2,000 languages. This report identifies what influences African youths' attitudes and decisions. It is based on a survey of 4,500 people, aged 18–35, in nine African countries: Egypt, Morocco, Ghana, Ivory
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Coast, Nigeria, Kenya, Uganda, South Africa and Zimbabwe. These nine countries act as proxy for the continent and provide evidence of a wide range of attitudes to the issues raised." (Page 2)
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"Kenya is the third most innovative economy in sub-Saharan Africa, behind Mauritius and South Africa. (Oxford Insights, 2022, pp.44-46). Therefore, this Artificial Intelligence Practitioners’ Guide (the Guide) has been developed to address AI’s disruption in the tech and legal sector in Kenya. T
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he guide highlights legal frameworks and policies enabling the development of AI-sensitive communities, with well-defined Kenyan-led and -owned entities, as a global node for AI and machine learning growth. It also provides a vehicle for formalizing an independent oversight/advisory body to foster Kenya-led AI and informs AI practitioners of relevant legislative, regulatory, and ethical frameworks. Further, it proposes legislative and regulatory reform to address barriers to AI for social good, thereby promoting a nurturing AI environment while safeguarding citizens‘ civil and privacy rights. The legal resource guide highlights best practices and key legislative, legal, and regulatory considerations for diverse stakeholders seeking to apply AI in Kenya. The Guide discusses the building blocks of AI and how to operate ethically while deploying innovations. It also seeks to help AI practitioners understand the landscape, and for local and international tech entities to tap into the existing talent for developing and deploying emerging technologies. Expectedly, this guide will catalyze innovation work in Kenya and its presence in global tech. It seeks to turn the fear of AI into a trust in its ability to deliver to a country where economic security, food security, and safety remain important realities especially to the most vulnerable." (Executive summary, pages 6-7)
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"This volume presents case studies of news media employing and integrating social media into their news production practices. It links social media use to journalistic practices and news production processes in the digital age of the Global South. Critically, the chapters look at seminal cases of st
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art-up news media whose content is informed by trends in social media, ethical considerations and participatory cultures spurred by the wide use of social media. There has been considerable research looking at the potential of new media technologies, traditional journalism and citizen reporting. The extent to which these new media technologies and 'citizen journalism' have morphed or reconfigured traditional journalism practice remains debatable. Currently, there are questions around the limits of social media in journalism practice as the ethical lines continue to become blurred. It is this conundrum of the role of social media in the reconfiguration of the media, news making, production and participatory cultures that requires more investigation. Social media has also turned the logic of the political economy of media production on its head as citizens can now produce, package and distribute news and information with shoestring budgets and in authoritarian regimes with no license of practice. This new political economy means the power that special interest groups used to enjoy is increasingly slipping from their hands as citizens take back the power to appropriate social media journalism to counter hegemonic narratives. Citizens can also perform journalistic roles of investigating and whistleblowing but with a lack off, or limited, regulation." (Publisher description)
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"This book uses decolonisation as a lens to interrogate political communication styles, performance, and practice in Africa and the diaspora. The book interrogates the theory and practice of political communication, using decolonial research methods to begin a process of self-reflexivity and the cre
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ation of a new approach to knowledge production about African political communication. In doing so, it explores political communication approaches that might until recently have been considered subversive or dissident: forms of political communication that served to challenge imposed western norms and to empower African citizens and their histories. Centring African scholarship, the book draws on case studies from across the continent, including Zimbabwe, South Africa, Nigeria and Ghana." (Publisher description)
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"The Lugara Humanitarian Bulletin is an output of Internews in South Sudan. Under the global Rooted in Trust project, Internews in South Sudan aims to address concerns of diverse communities, including IDPs, refugees, cattle communities, youth, through online and face to face social listening." (Pag
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e 1)
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"In the midst of a public health crisis like the COVID-19 pandemic, journalists play an important role of sharing information of consequence with the public. As first responders to precarious events, they work in close proximity to the threat they are reporting on yet at the same time struggle with
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other personal and professional responsibilities which are strenuous on their mental health. This chapter qualitatively interrogated journalists in order to understand their experiences with mental health during COVID-19 and how they worked through personal and social acceptability, biases and stigma as well as diagnosis. Of importance as well was to understand how they disclose, if they disclose at all, mental health issues and the different copying mechanisms. Findings show that journalists have a textbook but not applicable understanding of mental health, declaring that they many of them have experienced mental disorders without knowing. The consequences of COVID-19 measures such as layoffs, increased workload, inconsiderate media houses, brutality from law enforcement agencies were key contributors to mental health stresses. Journalists with supportive families seemed to have coped better while some buried themselves in multiple jobs to circumvent the stress that comes with financial privation." (Abstract)
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"The Global Handbook of Media Accountability brings together leading scholars to 'de-Westernize' the academic debate on media accountability and discuss different models of media self-regulation and newsroom transparency around the globe. With examination of the status quo of media accountability in
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forty-four countries worldwide, it offers a theoretically informed, comparative analysis of accountability regimes of different varieties. As such, it constitutes the first interdisciplinary academic framework comparing structures of media accountability across all continents and represents an invaluable basis for further research and policy-making. It will therefore appeal to scholars and students of media studies and journalism, mass communication, sociology and political science, as well as policy-makers and practitioners." (Publisher description)
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"An international survey reveals that Internet users' trust on the Internet has dropped significantly since 2019. That is among the key findings of a 20-country Ipsos survey released by The New Institute in Hamburg, Germany. Only six in ten (63%) Internet users on average across the 20 countries sai
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d they trust the Internet. That is down 11 points since a similar survey was conducted in 2019. The singular exception is Japan, which showed a 7 percentage-point increase in trust. But Japan is the rare exception, as the findings reveal that Internet trust shrunk by double-digits in India (-10 points), Kenya (-11), Sweden (-10), Brazil (-18), Canada (-14), the United States (-12), and Poland (-26)." (Publisher description)
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"This study is unique in its attempt to map both law and policy (regulation and self-regulation) and identify measures to promote gender equality in the media and women’s freedom of expression. The study covers policy instruments adopted at international, regional, national, industry and media hou
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se levels in over 100 countries. Parallel to the global study, case studies have been developed in a sample of countries in which Fojo Media Institute is active: Armenia, Bangladesh, Rwanda, Somalia, Sweden and Zimbabwe. The analysis reveals patterns of inconsistencies between commitment to gender equality in national policies, as well as gender equality in media policies and legislation. Widespread interest in gender equality at the overall international and national level does not appear to filter into statutory media sector regulation." (Executive summary)
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"DW Akademie initiated a human-centered design (HCD) process as a starting point for a media development project in Ethiopia. The aim was to develop a better understanding and assess the current situation regarding misinformation and disinformation. The process with journalists and media experts fro
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m Ethiopia was conducted between October 2019 and February 2020 in Addis Ababa in order to find an accepted and feasible way to support fact-checking in Ethiopia. This case study shows the process of gaining insights into the “context of use” for fact-checkers and the main results of the ideation on fact-checking initiatives within the very diverse Ethiopian context." (Page 7)
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"We find that there is a will for reform from the civilian part of the government, the international community, independent media professionals, and a handful of Sudanese CSOs. However, pushing for a free media is a low priority for most of the population, who have more urgent survival and security
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needs. Furthermore, the military/Islamist wing of the transitional government seems to want to control, not free, the media." (Conclusion, page 24)
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