Metrics at Work: Journalism and the Contested Meaning of Algorithms

Curated on Posted on by Stefaan Verhulst

Book by Angèle Christin: “When the news moved online, journalists suddenly learned what their audiences actually liked, through algorithmic technologies that scrutinize web traffic and activity. Has this advent of audience metrics changed journalists’ work practices and professional identities? In Metrics at Work, Angèle Christin documents the ways that journalists grapple with audience data in the form of clicks, and analyzes how new forms of clickbait journalism travel across national borders.

Drawing on four years of fieldwork in web newsrooms in the United States and France, including more than one hundred interviews with journalists, Christin reveals many similarities among the media groups examined—their editorial goals, technological tools, and even office furniture. Yet she uncovers crucial and paradoxical differences in how American and French journalists understand audience analytics and how these affect the news produced in each country. American journalists routinely disregard traffic numbers and primarily rely on the opinion of their peers to define journalistic quality. Meanwhile, French journalists fixate on internet traffic and view these numbers as a sign of their resonance in the public sphere. Christin offers cultural and historical explanations for these disparities, arguing that distinct journalistic traditions structure how journalists make sense of digital measurements in the two countries.

Contrary to the popular belief that analytics and algorithms are globally homogenizing forces, Metrics at Work shows that computational technologies can have surprisingly divergent ramifications for work and organizations worldwide…(More)”.

Global Cooperation on Digital Governance and the Geoeconomics of New Technologies in a Multi-polar World

Curated on Posted on by Stefaan Verhulst

A special collection of papers by the Centre for International Governance Innovation (CIGI) and King’s College London (KCL) resulting from: “… a virtual conference as part of KCL’s Project for Peaceful Competition. It brought together an intellectually and geographically diverse group of experts to discuss the geoeconomics of new digital technologies and the prospects for governance of the technologies in a multi-polar world. The papers prepared for discussion at the conference are collected in this series. An introduction summarizes (in heavily abbreviated form) the principal analytical conclusions emerging from the conference, together with the main policy recommendations put forward by participants….(More)”.

Technology is revolutionizing how intelligence is gathered and analyzed – and opening a window onto Russian military activity around Ukraine

Curated on Posted on by Stefaan Verhulst

Craig Nazareth at The Conversation: “…Through information captured by commercial companies and individuals, the realities of Russia’s military posturing are accessible to anyone via internet search or news feed. Commercial imaging companies are posting up-to-the-minute, geographically precise images of Russia’s military forces. Several news agencies are regularly monitoring and reporting on the situation. TikTok users are posting video of Russian military equipment on rail cars allegedly on their way to augment forces already in position around Ukraine. And internet sleuths are tracking this flow of information.

This democratization of intelligence collection in most cases is a boon for intelligence professionals. Government analysts are filling the need for intelligence assessments using information sourced from across the internet instead of primarily relying on classified systems or expensive sensors high in the sky or arrayed on the planet.

However, sifting through terabytes of publicly available data for relevant information is difficult. Knowing that much of the data could be intentionally manipulated to deceive complicates the task.

Enter the practice of open-source intelligence. The U.S. director of national intelligence defines Open-Source Intelligence, or OSINT, as the collection, evaluation and analysis of publicly available information. The information sources include news reports, social media posts, YouTube videos and satellite imagery from commercial satellite operators.

OSINT communities and government agencies have developed best practices for OSINT, and there are numerous free tools. Analysts can use the tools to develop network charts of, for example, criminal organizations by scouring publicly available financial records for criminal activity.

Private investigators are using OSINT methods to support law enforcement, corporate and government needs. Armchair sleuths have used OSINT to expose corruption and criminal activity to authorities. In short, the majority of intelligence needs can be met through OSINT…

Even with OSINT best practices and tools, OSINT contributes to the information overload intelligence analysts have to contend with. The intelligence analyst is typically in a reactive mode trying to make sense of a constant stream of ambiguous raw data and information.

Machine learning, a set of techniques that allows computers to identify patterns in large amounts of data, is proving invaluable for processing OSINT information, particularly photos and videos. Computers are much faster at sifting through large datasets, so adopting machine learning tools and techniques to optimize the OSINT process is a necessity.

Identifying patterns makes it possible for computers to evaluate information for deception and credibility and predict future trends. For example, machine learning can be used to help determine whether information was produced by a human or by a bot or other computer program and whether a piece of data is authentic or fraudulent…(More)”.

Society won’t trust A.I. until business earns that trust

Curated on Posted on by Stefaan Verhulst

Article by François Candelon, Rodolphe Charme di Carlo and Steven D. Mills: “…The concept of a social license—which was born when the mining industry, and other resource extractors, faced opposition to projects worldwide—differs from the other rules governing A.I.’s use. Academics such as Leeora Black and John Morrison, in the book The Social License: How to Keep Your Organization Legitimate,define the social license as “the negotiation of equitable impacts and benefits in relation to its stakeholders over the near and longer term. It can range from the informal, such as an implicit contract, to the formal, like a community benefit agreement.” 

The social license isn’t a document like a government permit; it’s a form of acceptance that companies must gain through consistent and trustworthy behavior as well as stakeholder interactions. Thus, a social license for A.I. will be a socially constructed perception that a company has secured the right to use the technology for specific purposes in the markets in which it operates. 

Companies cannot award themselves social licenses; they will have to win them by proving they can be trusted. As Morrison argued in 2014, akin to the capability to dig a mine, the fact that an A.I.-powered solution is technologically feasible doesn’t mean that society will find its use morally and ethically acceptable. And losing the social license will have dire consequences, as natural resource companies, such as Shell and BP, have learned in the past…(More)”

Free Speech: A History from Socrates to Social Media

Curated on Posted on by Stefaan Verhulst

Book by Jacob Mchangama: A global history of free speech, from the ancient world to today. Hailed as the “first freedom,” free speech is the bedrock of democracy. But it is a challenging principle, subject to erosion in times of upheaval. Today, in democracies and authoritarian states around the world, it is on the retreat.

In Free Speech, Jacob Mchangama traces the riveting legal, political, and cultural history of this idea. Through captivating stories of free speech’s many defenders—from the ancient Athenian orator Demosthenes and the ninth-century freethinker al-Rāzī, to the anti-lynching crusader Ida B. Wells and modern-day digital activists—Mchangama reveals how the free exchange of ideas underlies all intellectual achievement and has enabled the advancement of both freedom and equality worldwide. Yet the desire to restrict speech, too, is a constant, and he explores how even its champions can be led down this path when the rise of new and contrarian voices challenge power and privilege of all stripes.

Meticulously researched and deeply humane, Free Speech demonstrates how much we have gained from this principle—and how much we stand to lose without it…(More)”.

OECD Report on Public Communication: The Global Context and the Way Forward

Curated on Posted on by Stefaan Verhulst

OECD Report: “…The first OECD Report on Public Communication: The Global Context and the Way Forward examines the public communication structures, mandates and practices of centres of governments and ministries of health from 46 countries, based on the 2020 Understanding Public Communication surveys. It analyses how this important government function contributes to better policies and services, greater citizen trust, and, ultimately, stronger democracies in an increasingly complex information environment. It looks at the role public communication can play in responding to the challenges posed by the spread of mis- and disinformation and in building more resilient media and information ecosystems. It also makes the case for a more strategic use of communication by governments, both to pursue policy objectives and promote more open governments, by providing an extensive mapping of trends, gaps and lessons learned. Finally, it highlights pioneering efforts to move towards the professionalisation of the government communication function and identifies areas for further research to support this transition….(More)”.

The Use Of Digitalisation and Artificial Intelligence in Migration Management

Curated on Posted on by Stefaan Verhulst

Joint EMN-OECD inform: “…In view of the dynamic nature of the migration policy landscape and in the context of the new Pact on Migration and Asylum, this series explores existing trends, innovative methods and approaches in migration management and will be used as a basis for further policy reflection at EU level. 

This inform builds on trends identified in the EMN-OECD series on migration management informs on COVID-19 in the migration area. Its scope includes EU Member States, EMN observer countries as well as OECD countries. This inform aims to explore the role of new digital technologies in the management of migration and asylum. It focuses on a number of specific areas in migration, acquisition of citizenship, asylum procedures and border control management where digital technologies may be used (e.g. digitalisation of application processes, use of video conferencing for remote interviews, use of artificial intelligence (AI) to assist decision making processes, use of blockchain technology). It also considers the implications of using these types of technologies on fundamental rights…(More)”.

Trust with integrity: Harnessing the integrity dividends of digital government for reducing corruption in developing countries

Curated on Posted on by Stefaan Verhulst

Paper by Carlos Santiso: “Does digitalization reduce corruption? What are the benefits of data-driven digital government innovations to strengthen public integrity and advance the Sustainable Development Goals? While the correlation between digitalization and corruption is well established, there is less actionable evidence on the effects of specific digitalization reforms on different types of corruption and the policy channels through which they operate. This paper unbundles the integrity dividends of digital reforms that the pandemic has accelerated. It analyses the rise of integrity-tech and integrity analytics in the anticorruption space, deployed by data-savvy integrity institutions. It also assesses the broader integrity dividends of government digitalization for cutting redtape, reducing discretion and increasing transparency in government services and social transfers. It argues that digital government can be an effective anticorruption strategy, with subtler yet deeper effects. There nevertheless needs to be greater synergies between digital reforms and anticorruption strategies….(More)”.

Data Innovation in Demography, Migration and Human Mobility

Curated on Posted on by Stefaan Verhulst

Report by Bosco, C., Grubanov-Boskovic, S., Iacus, S., Minora, U., Sermi, F. and Spyratos, S.: “With the consolidation of the culture of evidence-based policymaking, the availability of data has become central for policymakers. Nowadays, innovative data sources have offered opportunity to describe more accurately demographic, mobility- and migration- related phenomena by making available large volumes of real-time and spatially detailed data. At the same time, however, data innovation has brought up new challenges (ethics, privacy, data governance models, data quality) for citizens, statistical offices, policymakers and the private sector.

Focusing on the fields of demography, mobility and migration studies, the aim of this report is to assess the current state of utilisation of data innovation in the scientific literature as well as to identify areas in which data innovation has the most concrete potential for policymaking. For that purpose, this study has reviewed more than 300 articles and scientific reports, as well as numerous tools, that employed non-traditional data sources for demographic, human mobility or migration research.The specific findings of our report contribute to a discussion on a) how innovative data is used in respect to traditional data sources; b) domains in which innovative data have the highest potential to contribute to policymaking; c) prospects for an innovative data transition towards systematic contribution to official statistics and policymaking…(More)”. See also Big Data for Migration Alliance.

An EU Strategy on Standardisation

Curated on Posted on by Stefaan Verhulst

Press Release: “Today, the Commission is presenting a new Standardisation Strategy outlining our approach to standards within the Single Market as well as globally. The Strategy is accompanied by a proposal for an amendment to the Regulation on standardisation, a report on its implementation, and the 2022 annual Union work programme for European standardisation. This new Strategy aims to strengthen the EU’s global competitiveness, to enable a resilient, green and digital economy and to enshrine democratic values in technology applications.

Standards are the silent foundation of the EU Single Market and global competitiveness. They help manufacturers ensure the interoperability of products and services, reduce costs, improve safety and foster innovation. Standards are an invisible but fundamental part of our daily life: from Wi-Fi frequencies, to connected toys or ski bindings, just to mention a few. Standards give confidence that a product or a service is fit for purpose, is safe and will not harm people or the environment. Compliance with harmonised standards guarantees that products are in line with EU law.

The fast pace of innovation, our green and digital ambitions and the implications of technological standards for our EU democratic values require an increasingly strategic approach to standardisation. The EU’s ambitions towards a climate neutral, resilient and circular economy cannot be delivered without European standards. Having a strong global footprint in standardisation activities and leading the work in key international fora and institutions will be essential for the EU to remain a global standard-setter. By setting global standards, the EU exports its values while providing EU companies with an important first-mover advantage.

Executive Vice-President for a Europe Fit for the Digital Age, Margrethe Vestager, said: “Ensuring that data is protected in artificial intelligence or ensuring that mobile devices are secure from hacking, rely on standards and must be in line with EU democratic values. In the same way, we need standards for the roll-out of important investment projects, like hydrogen or batteries, and to valorise innovation investment by providing EU companies with an important first-mover advantage.”…(More)”.