Artificial Intelligence & Algorithms
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"This report aims to introduce techniques and procedures of NLP (Natural Language Processing), the computational preparation and analysis of text data, to map the public voice and aid development. First, the report introduces essential concepts of communication and elaborates on the theoretical foun ... more
"Few would disagree that AI systems and applications need to be “responsible,” but what is “responsible” and how to answer that question? Answering that question requires a normative perspective on the role of journalistic AI and the values it shall serve. Such a perspective needs to be grou ... more

Is AI Good for the Planet?

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
"Argues that what makes AI socially relevant and useful is not intelligence at all but something even more human: communication. If machines are going to improve their ability to address ever more important human issues, it will not be because they have learned to think like people, but because we h ... more
"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
"Artificial intelligence (AI) is exerting unprecedented pressure on the global higher educational landscape in transforming recruitment processes, subverting traditional pedagogy, and creating new research and institutional opportunities. These technologies require contextual and global ethical anal ... more
"Safer Chatbots offers 3 different mechanisms, depending on the level of technical sophistication of your chatbot, as outlined in the Safer Chatbots explainer video. This guide covers the second highest level of sophistication, providing high-risk keyword based recognition and response. Keyword-base ... more
"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 ... more
"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 ... more
"I first met bishop Paul Tighe, Secretary of the Pontifical Council for Culture, in April of 2019, when he came to Santa Clara University for a meeting of Chinese and Western scholars on the topic of AI. Since then, he and I have worked together on two main projects: gathering scholars at Catholic u ... more
"Künstliche Intelligenz ist auf Smartphones unser ständiger Begleiter, in sozialen Netzwerken verbreitet sie Desinformation, sie wird zur Überwachung und beim Militär eingesetzt. Welche Regeln braucht es, damit uns KI mehr nützt als schadet? Welche billigen Arbeitskräfte liefern die Daten für ... more
"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. ... more
"This paper aims to unpack a structured overview of previous research topics and findings and identify gaps. Our goal in this systematic review is to (a) synthesize the selected earlier studies, (b) offer researchers a structural framework for future COVID-19 and fake news research, and (c) recommen ... more