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Die Ökobilanz: Verbraucht Künstliche Intelligenz mehr Ressourcen, als sie einsparen kann?

Berlin: Algorithm Watch (2023), 42 pp.

"Wer KI als Lösung präsentiert, muss auch Beweise dafür liefern. Wir zeigen in der zweiten Ausgabe unseres SustAIn-Magazins, dass KI-Systeme in der Energieversorgung durchaus den Einsatz von erneuerbaren Energien verbessern können. Aber ihr Potenzial kann nur ausgeschöpft werden, wenn eine daf� ... more

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National E-waste Monitor Namibia

Geneva: ITU (2023), ix, 28 pp.

"Namibia currently lacks the capacity to monitor e-waste, which makes e-waste hard to track and hampers the setting and assessment of targets that are necessary to move to a more sustainable and circular economy. In line with policy objectives, a draft national policy on management of waste electric ... more

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KI anders denken: Wie wir selber entscheiden, mit welcher KI wir leben wollen

Berlin: Algorithm Watch (2023), 34 pp.

"KI verschlingt viele Ressourcen und hat oft negative Folgen für unsere Gesellschaft und unsere Umwelt. Um KI nachhaltig und sinnvoll einzusetzen, sind wir alle gefragt: Wir sollten gemeinsam entscheiden, wozu wir KI brauchen – und wozu nicht. Ob in Zukunft KI-Systeme entwickelt werden, die uns a ... more

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Regional E-Waste Monitor for the Western Balkans

Giulia Iattoni, Innocent Chidi Nnorom, Daesha Toppenberg, Ruediger Kuehr, Cornelis Peter Baldé

ITU; United Nations Environment Programme (UNEP); United Nations Institute for Training and Research (UNITAR); (2023), 177 pp.

"The amount of Electrical and Electronic Equipment (EEE) Placed on Market (POM) in the Western Balkans region increased from 0.16 Mt (9 kg/inhabitant) in 2010 to 0.21 Mt (13 kg/inhabitant) in 2021. Likewise, the regional e-waste generated nearly doubled from 0.09 Mt (5.3 kg/inhabitant) in 2010 to 0. ... more

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Towards the harmonization of data collection: A baseline study for e-waste in East Africa

Vanessa Forti, Rosie McDonald

Geneva: ITU (2023), x, 38 pp.

"This study enabled countries in East Africa to produce national statistics on e-waste generated that are harmonized and comparable across countries because the same methods and tools have been used in the assessment. In addition, households and businesses surveys were piloted in Kenya and Burundi t ... more

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National E-waste Monitor Botswana

Ditshupo Gaobotse, Stephen Pheko, Joyce Isa-Molwane, Neelo Michelle Oppedahl, Frank Molaletsi

Geneva: ITU (2023), viii, 29 pp.

"This report examines the overall statistics of electronic and electrical equipment (EEE) placed on the market (POM) and e-waste generation in Botswana. The main findings indicate that 21 097 tonnes of EEE were placed on the market in Botswana in 2020 generated by demand from households and business ... more

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Circular and Sustainable Public Procurement ICT Equimpent Guide

ITU; GovStack (2023), 86 pp.

"This is a guide for governments and other public sector organizations that procure information and communications technology (ICT) equipment, systems and services. It sets out the systems and process requirements for ICT procurement in a way that supports the transition to circular and sustainable ... more

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Is AI Good for the Planet?

Benedetta Brevini

Cambridge; Medford, MA: Polity Press (2022), vii, 128 pp.

"Artificial intelligence (AI) is presented as a solution to the greatest challenges of our time, from global pandemics and chronic diseases to cybersecurity threats and the climate crisis. But AI also contributes to the climate crisis by running on technology that depletes scarce resources and by re ... more

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Strategy Paper for Circular Economy: Mobile devices

London: GSMA (2022), 51 pp.

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Digitale Selbstbestimmung und Nachhaltigkeit: Verbraucher·innen verloren zwischen Informationslücken und fehlender Regulierung

Anne Mollen, Pia Sombetzki

Digital Autonomy Hub (2022), 9 pp.

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Digitale Medien und Nachhaltigkeit: Medienpraktiken für ein gutes Leben

Sigrid Kannengießer

Wiesbaden: Springer VS (2022), xi, 277 pp.

"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 ... more

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Künstliche Intelligenz: So lässt sie sich nachhaltiger gestalten

Berlin: Algorithm Watch; Institut für ökologische Wirtschaftsforschung (iöw); DAI-Labor (2022), 58 pp.

"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 ... more

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Digital solutions for a circular electronics value chain: A thought paper for International E-Waste Day 2021

Yondeen Sherpa, Deepali Sinha

Geneva; Brussels: ITU; WEEE Forum; GSMA; Sofies Group (2021), 38 pp.

"This paper has shown the diverse application of digital technologies across the electronics value chain, from raw material production and EEE manufacturing to post-consumer e-waste collection, logistics and recycling. Around the world, there is growing interest in digital technologies - particularl ... y AI, robotics, cloud computing, the IoT and blockchain - as tools to strengthen and support a circular electronics value chain from operational and logistical tasks to communication. Digital solutions were found in all stages of the EEE value chain, with some in widespread use. However, globally, technologies are being applied at various scales and in a heterogenous nature. Digital solutions were also found to be largely aimed at the optimization of existing business processes for improved efficiency. Digital solutions were found to address the challenges observed in the electronics value chain. They bridge the information gap between stakeholders by building connectivity and communication channels, as well as between devices, facilitating vital information exchange, including tracking, and monitoring of materials and e-waste flows. Digital technologies such as collection applications and online marketplaces provide consumers with the convenience and incentives to turn in their e-waste. Given the logistical requirements of the value chain and the large amount of EEE and e-waste in circulation, digitalisation leverages data analysis to maximize resources, and optimize processes by increasing efficiency and reducing costs. With the emergence of highly automated or autonomous systems, digital technologies can contribute to the improvement of worker health and safety through improved handling of hazardous materials, as well as increase the efficiency and speed of sorting large quantities of EEE and e-waste, increasing the purity of the waste stream and the amount recycled. As functionality and sophistication of digital technologies increase, solutions are more likely to be employed to access data in real time, design new products and services, and with it, transform business models towards circularity. With the extent of digitalisation varying considerably between and within countries, as well as between private and public entities, it should be noted that digital solutions require resources and an enabling ecosystem to be effectively rolled out across the electronics value chain. Elements such as equal access to digital infrastructure and digital skills, financial viability of the digital applications, the opportunity for public-private partnerships, as well as data security and privacy provisions are important factors in the effectiveness of digital solutions. Furthermore, countries with fledgling e-waste management systems and linear electronics value chains, particularly in LMICs, need to prioritize strengthening linkages between stakeholders and creating robust and circular electronics value chains as a first step. This paper has shown that the electronics value chain and the necessary shift towards a circular economy, can benefit from and be enabled by the use of digital solutions, especially for waste prevention, more transparent producer responsibility and supporting consumer participation. In assessing the potential of digital solutions to strengthen and support the transition towards a circular electronics value chain, it is important to note that such an evolution needs to be complemented with continuing research and efforts to understand its impact on the electronics value chain and its stakeholders, considering the most vulnerable such as those working in the informal sector. Digitalisation comes with numerous benefits, but an unregulated space can alienate some of those involved and potentially underscore inequalities, infringe on privacy and even create more e-waste. Attention should also be paid to the environmental impact of digital technology solutions, from the resources needed for device production, energy consumption during use, and e-waste generation from the solutions themselves. It is important that stakeholders adopting digital solutions consider that they are designed for longevity, taking into consideration the need of future software upgrades, and designed for efficient repair, reuse or refurbishment." (Conclusion) more

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Atlas of AI: power, politics, and the planetary costs of artificial intelligence

Kate Crawford

New Haven; London: Yale University Press (2021), 327 pp.

"What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. D ... more

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Sustainable, Universal Access to the Internet: Environmental Implications and Policy Choices

Teddy Woodhouse

Washington, DC: Alliance for Affordable Internet (A4AI); World Wide Web Foundation (2021), 29 pp.

"This report analyses how governments are building climate and carbon factors into their broadband policies, looks at the consequences of inaction, and suggests policy recommendations towards a greener internet. We compiled publicly available documents for the national broadband plans from the 100 l ... more

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Klimarelevante Auswirkungen der Digitalisierung: Empfehlungen zur Reduzierung des digitalen CO2-Fußabdrucks

Nora Cording, Julia Gaus

Bonn: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) (2021), 34 pp.

"Wie gezeigt wurde, fällt, über den gesamten Produktzyklus hinweg betrachtet, die Herstellung der digitalen Endgeräte, bzgl. der Menge verursachter Treibhausgasemissionen, besonders schwer ins Gewicht. Für Nutzer*innen liegt somit der größte Hebel für eine Reduzierung der Emissionen im Kauf v ... more

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Regional E-Waste Monitor for the Arab States

Giulia Iattoni, Elise Vermeersch, Cornelis Peter Baldé, Innocent Chidi Nnorom, Ruediger Kuehr

Bonn: United Nations Environment Programme (UNEP); United Nations Institute for Training and Research (UNITAR); ITU; United Nations University (UNU) (2021), 103 pp.

"The key statistical findings for the region are that electrical and electronic equipment (EEE) placed on the market (POM) increased by 30 per cent from 3.2 megatons (Mt), or 8.8 kilograms per inhabitant (kg/inh), in 2010 to 4.1 Mt (or 9.5 kg/inh) in 2019. The Arab States mostly import, rather than ... more

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Klimaschutz durch digitale Technologien – Chancen und Risiken: Kurzstudie

Jan Bieser, Ralph Hintemann, Severin Beucker, Stefanie Schramm, Lorenz Hilty

Berlin: Bitkom Bundesverband Informationswirtschaft, Telekommunikation und neue Medien (2020), 58 pp.

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AI Ethics

Mark Coeckelbergh

Cambridge: MIT Press (2020), xi, 229 pp.

"An accessible synthesis of ethical issues raised by artificial intelligence that moves beyond hype and nightmare scenarios to address concrete questions. Artificial intelligence powers Google's search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is ... more

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How Green is Your Smartphone?

Richard Maxwell, Toby Miller

Cambridge: Polity Press (2020), 160 pp.

"Contrary to widespread claims, consumer electronics and other digital technologies are made in ways that cause some of the worst environmental disasters of our time - conflict-minerals extraction, fatal and life-threatening occupational hazards, toxic pollution of ecosystems, rising energy consumpt ... more