How cities can flex their purchasing power to stimulate innovation

Curated on Posted on by Stefaan Verhulst

Article by Sam Markey and Andrew Watkins: “But the “power of the purse” can be a game-changer. City governments spend $6 trillion annually buying goods and services from private sector suppliers, amounting to 8% of world GDP in 2021. These delivery contracts represent a huge commercial opportunity for suppliers, but also a policy tool for local authorities to shape markets and steer private sector research and development…

In recent years, local and national leaders have been rediscovering the power of public procurement and dismantling the legislative and cultural barriers that have limited its potential. Analysis by the OECD endorsed public procurement as a strategic instrument that can be used by government to promote innovation, facilitate diversity of thought and address societal challenges…

A growing number of city authorities are using these powers to drive not just delivery but transformation:

  • Faced with the challenge of waste collection from properties using narrow rear alleys as a dumping ground, Liverpool City Council (UK) used an innovation-friendly procurement approach to engage the market, and identify, evaluate and integrate a new solution. Installing communal waste collection points with below-surface storage restored the alleys to being community spaces, promoting a sense of belonging and neighbourliness. Clearly marked disposal points for recycling saw adoption rise by 270%, while new ways of working saw the cost of collection fall from £56 to £32 per property, and a carbon footprint reduction of 60%.
  • In Norway, where ferries provide vital transport infrastructure and are therefore largely operated as public services, regional governments require that all new ferry contracts must use low-emission technologies where possible. This market pull has seen electric-powered ferries replace diesel ferries, cutting emissions by 95% and costs by 80%.
  • As part of an ambitious Green New Deal that aims to electrify 6,000 properties in Ithaca, New York State, the city secured a 30% discount on the cost of heat pumps and other retrofit technologies by orchestrating demand into an advance bulk purchase.
  • Through the YES San Francisco Urban Sustainability Challenge, the City of San Francisco is partnering with the public-private sector to launch 14 new technologies to be deployed locally to support sustainability goals…(More)”.

Global AI governance: barriers and pathways forward 

Curated on Posted on by Stefaan Verhulst

Paper by Huw Roberts, Emmie Hine, Mariarosaria Taddeo, Luciano Floridi: “This policy paper is a response to the growing calls for ambitious new international institutions for AI. It maps the geopolitical and institutional barriers to stronger global AI governance and considers potential pathways forward in light of these constraints. We argue that a promising foundation of international regimes focused on AI governance is emerging, but the centrality of AI to interstate competition, dysfunctional international institutions and disagreement over policy priorities problematizes substantive cooperation. We propose strengthening the existing weak ‘regime complex’ of international institutions as the most desirable and realistic path forward for global AI governance. Strengthening coordination between, and the capacities of, existing institutions supports mutually reinforcing policy change, which, if enacted properly, can lead to catalytic change across the various policy areas where AI has an impact. It also facilitates the flexible governance needed for rapidly evolving technologies.

To make this argument, we outline key global AI governance processes in the next section. In the third section, we analyse how first- and second-order cooperation problems in international relations apply to AI. In the fourth section we assess potential routes for advancing global AI governance, and we conclude by providing recommendations on how to strengthen the weak AI regime complex…(More)”.

Synthetic Politics: Preparing democracy for Generative AI

Curated on Posted on by Stefaan Verhulst

Report by Demos: “This year is a politically momentous one, with almost half the world voting in elections. Generative AI may revolutionise our political information environments by making them more effective, relevant, and participatory. But it’s also possible that they will become more manipulative, confusing, and dangerous. We’ve already seen AI-generated audio of politicians going viral and chatbots offering incorrect information about elections.

This report, produced in partnership with University College London, explores how synthetic content produced by generative AI poses risks to the core democratic values of truth, equality, and non-violence. It proposes two action plans for what private and public decision-makers should be doing to safeguard democratic integrity immediately and in the long run:

  • In Action Plan 1, we consider the actions that should be urgently put in place to reduce the acute risks to democratic integrity presented by generative AI tools. This includes reducing the production and dissemination of harmful synthetic content and empowering users so that harmful impacts of synthetic content are reduced in the immediate term.
  • In Action Plan 2, we set out a longer-term vision for how the fundamental risks to democratic integrity should be addressed. We explore the ways in which generative AI tools can help bolster equality, truth and non-violence, from enabling greater democratic participation to improving how key information institutions operate…(More)”.

Citizen scientists—practices, observations, and experience

Curated on Posted on by Stefaan Verhulst

Paper by Michael O’Grady & Eleni Mangina: “Citizen science has been studied intensively in recent years. Nonetheless, the voice of citizen scientists is often lost despite their altruistic and indispensable role. To remedy this deficiency, a survey on the overall experiences of citizen scientists was undertaken. Dimensions investigated include activities, open science concepts, and data practices. However, the study prioritizes knowledge and practices of data and data management. When a broad understanding of data is lacking, the ability to make informed decisions about consent and data sharing, for example, is compromised. Furthermore, the potential and impact of individual endeavors and collaborative projects are reduced. Findings indicate that understanding of data management principles is limited. Furthermore, an unawareness of common data and open science concepts was observed. It is concluded that appropriate training and a raised awareness of Responsible Research and Innovation concepts would benefit individual citizen scientists, their projects, and society…(More)”.

Human-Centered AI

Curated on Posted on by Stefaan Verhulst

Book edited by Catherine Régis, Jean-Louis Denis, Maria Luciana Axente, and Atsuo Kishimoto: “Artificial intelligence (AI) permeates our lives in a growing number of ways. Relying solely on traditional, technology-driven approaches won’t suffice to develop and deploy that technology in a way that truly enhances human experience. A new concept is desperately needed to reach that goal. That concept is Human-Centered AI (HCAI).

With 29 captivating chapters, this book delves deep into the realm of HCAI. In Section I, it demystifies HCAI, exploring cutting-edge trends and approaches in its study, including the moral landscape of Large Language Models. Section II looks at how HCAI is viewed in different institutions—like the justice system, health system, and higher education—and how it could affect them. It examines how crafting HCAI could lead to better work. Section III offers practical insights and successful strategies to transform HCAI from theory to reality, for example, studying how using regulatory sandboxes could ensure the development of age-appropriate AI for kids. Finally, decision-makers and practitioners provide invaluable perspectives throughout the book, showcasing the real-world significance of its articles beyond academia.

Authored by experts from a variety of backgrounds, sectors, disciplines, and countries, this engaging book offers a fascinating exploration of Human-Centered AI. Whether you’re new to the subject or not, a decision-maker, a practitioner or simply an AI user, this book will help you gain a better understanding of HCAI’s impact on our societies, and of why and how AI should really be developed and deployed in a human-centered future…(More)”.

The Potential of Artificial Intelligence for the SDGs and Official Statistics

Curated on Posted on by Stefaan Verhulst

Report by Paris21: “Artificial Intelligence (AI) and its impact on people’s lives is growing rapidly. AI is already leading to significant developments from healthcare to education, which can contribute to the efficient monitoring and achievement of the Sustainable Development Goals (SDGs), a call to action to address the world’s greatest challenges. AI is also raising concerns because, if not addressed carefully, its risks may outweigh its benefits. As a result, AI is garnering increasing attention from National Statistical Offices (NSOs) and the official statistics community as they are challenged to produce more, comprehensive, timely, and highquality data for decision-making with limited resources in a rapidly changing world of data and technologies and in light of complex and converging global issues from pandemics to climate change. This paper has been prepared as an input to the “Data and AI for Sustainable Development: Building a Smarter Future” Conference, organized in partnership with The Partnership in Statistics for Development in the 21st Century (PARIS21), the World Bank and the International Monetary Fund (IMF). Building on case studies that examine the use of AI by NSOs, the paper presents the benefits and risks of AI with a focus on NSO operations related to sustainable development. The objective is to spark discussions and to initiate a dialogue around how AI can be leveraged to inform decisions and take action to better monitor and achieve sustainable development, while mitigating its risks…(More)”.

Counting Feminicide: Data Feminism in Action

Curated on Posted on by Stefaan Verhulst

Book by Catherine D’Ignazio: “What isn’t counted doesn’t count. And mainstream institutions systematically fail to account for feminicide, the gender-related killing of women and girls, including cisgender and transgender women. Against this failure, Counting Feminicide brings to the fore the work of data activists across the Americas who are documenting such murders—and challenging the reigning logic of data science by centering care, memory, and justice in their work. Drawing on Data Against Feminicide, a large-scale collaborative research project, Catherine D’Ignazio describes the creative, intellectual, and emotional labor of feminicide data activists who are at the forefront of a data ethics that rigorously and consistently takes power and people into account.

Individuals, researchers, and journalists—these data activists scour news sources to assemble spreadsheets and databases of women killed by gender-related violence, then circulate those data in a variety of creative and political forms. Their work reveals the potential of restorative/transformative data science—the use of systematic information to, first, heal communities from the violence and trauma produced by structural inequality and, second, envision and work toward the world in which such violence has been eliminated. Specifically, D’Ignazio explores the possibilities and limitations of counting and quantification—reducing complex social phenomena to convenient, sortable, aggregable forms—when the goal is nothing short of the elimination of gender-related violence.

Counting Feminicide showcases the incredible power of data feminism in practice, in which each murdered woman or girl counts, and, in being counted, joins a collective demand for the restoration of rights and a transformation of the gendered order of the world…(More)”.

Generative AI in Journalism

Curated on Posted on by Stefaan Verhulst

Report by Nicholas Diakopoulos et al: “The introduction of ChatGPT by OpenAI in late 2022 captured the imagination of the public—and the news industry—with the potential of generative AI to upend how people create and consume media. Generative AI is a type of artificial intelligence technology that can create new content, such as text, images, audio, video, or other media, based on the data it has been trained on and according to written prompts provided by users. ChatGPT is the chat-based user interface that made the power and potential of generative AI salient to a wide audience, reaching 100 million users within two months of its launch.

Although similar technology had been around, by late 2022 it was suddenly working, spurring its integration into various products and presenting not only a host of opportunities for productivity and new experiences but also some serious concerns about accuracy, provenance and attribution of source information, and the increased potential for creating misinformation.

This report serves as a snapshot of how the news industry has grappled with the initial promises and challenges of generative AI towards the end of 2023. The sample of participants reflects how some of the more savvy and experienced members of the profession are reacting to the technology.

Based on participants’ responses, they found that generative AI is already changing work structure and organization, even as it triggers ethical concerns around use. Here are some key takeaways:

  • Applications in News Production. The most predominant current use cases for generative AI include various forms of textual content production, information gathering and sensemaking, multimedia content production, and business uses.
  • Changing Work Structure and Organization. There are a host of new roles emerging to grapple with the changes introduced by generative AI including for leadership, editorial, product, legal, and engineering positions.
  • Work Redesign. There is an unmet opportunity to design new interfaces to support journalistic work with generative AI, in particular to enable the human oversight needed for the efficient and confident checking and verification of outputs..(More)”

Methodological Pluralism in Practice: A systemic design approach for place-based sustainability transformations

Curated on Posted on by Stefaan Verhulst

Article by Haley Fitzpatrick, Tobias Luthe, and Birger Sevaldson: “To leverage the fullest potential of systemic design research in real-world contexts, more diverse and reflexive approaches are necessary. Especially for addressing the place-based and unpredictable nature of sustainability transformations, scholars across disciplines caution that standard research strategies and methods often fall short. While systemic design promotes concepts such as holism, plurality, and emergence, more insight is necessary for translating these ideas into practices for engaging in complex, real-world applications. Reflexivity is crucial to understanding these implications, and systemic design practice will benefit from a deeper discourse on the relationships between researchers, contexts, and methods. In this study, we offer an illustrated example of applying a diverse and reflexive systems oriented design approach that engaged three mountain communities undergoing sustainability transformations. Based on a longitudinal, comparative research project, a combination of methods from systemic design, social science, education, and embodied practices was developed and prototyped across three mountain regions: Ostana, Italy; Hemsedal, Norway; and Mammoth Lakes, California. The selection of these regions was influenced by the researchers’ varying levels of previous engagement. Reflexivity was used to explore how place-based relationships influenced the researchers’ interactions with each community. Different modes of reflexivity were used to analyze the contextual, relational, and boundary-related factors that shaped how the framing, format, and communication of each method and practice adapted over time. We discuss these findings through visualizations and narrative examples to translate abstract concepts like emergence and plurality into actionable insights. This study contributes to systemic design research by showing how a reflexive approach of weaving across different places, methods, and worldviews supports the critical facilitation processes needed to apply and advance methodological plurality in practice…(More)”

How Copyright May Destroy Our Access To The World’s Academic Knowledge

Curated on Posted on by Stefaan Verhulst

Article by Glyn Moody: “The shift from analogue to digital has had a massive impact on most aspects of life. One area where that shift has the potential for huge benefits is in the world of academic publishing. Academic papers are costly to publish and distribute on paper, but in a digital format they can be shared globally for almost no cost. That’s one of the driving forces behind the open access movement. But as Walled Culture has reported, resistance from the traditional publishing world has slowed the shift to open access, and undercut the benefits that could flow from it.

That in itself is bad news, but new research from Martin Paul Eve (available as open access) shows that the way the shift to digital has been managed by publishers brings with it a new problem. For all their flaws, analogue publications have the great virtue that they are durable: once a library has a copy, it is likely to be available for decades, if not centuries. Digital scholarly articles come with no such guarantee. The Internet is constantly in flux, with many publishers and sites closing down each year, often without notice. That’s a problem when sites holding archival copies of scholarly articles vanish, making it harder, perhaps impossible, to access important papers. Eve explored whether publishers were placing copies of the articles they published in key archives. Ideally, digital papers would be available in multiple archives to ensure resilience, but the reality is that very few publishers did this. Ars Technica has a good summary of Eve’s results:

When Eve broke down the results by publisher, less than 1 percent of the 204 publishers had put the majority of their content into multiple archives. (The cutoff was 75 percent of their content in three or more archives.) Fewer than 10 percent had put more than half their content in at least two archives. And a full third seemed to be doing no organized archiving at all.

At the individual publication level, under 60 percent were present in at least one archive, and over a quarter didn’t appear to be in any of the archives at all. (Another 14 percent were published too recently to have been archived or had incomplete records.)..(More)”.