Actualizing Digital Self Determination: From Theory to Practice

Curated on Posted on by Stefaan Verhulst

Blog by Stefaan G. Verhulst: “The world is undergoing a rapid process of datafication, providing immense potential for addressing various challenges in society and the environment through responsible data reuse. However, datafication also results in imbalances, asymmetries, and silos that hinder the full realization of this potential and pose significant public policy challenges. In a recent paper, I suggest a key way to address these asymmetries–through a process of operationalizing digital self-determination. The paper, published open access in the journal Data and Policy (Cambridge University Press), is built around four key themes:…

Operationalizing DSD requires translating theoretical concepts into practical implementation. The paper proposes a four-pronged framework that covers processes, people and organizations, policies, products and technologies:

  • Processes include citizen engagement programs, public deliberations, and participatory impact assessments, can inform responsible data use.
  • People and organizations, including data stewards and intermediaries, play a vital role in fostering a culture of data agency and responsible data reuse.
  • Effective governance and policies, such as charters, social licenses, and codes of conduct, are key for implementing DSD.
  • Finally, technological tools and products need to focus on trusted data spaces, data portability, privacy-enhancing technologies, transparency, consent management, algorithmic accountability, and ethical AI….(More)” See also: International Network on Digital Self Determination.
Four ways to actualize digital self determination, Stefaan G. Verhulst

Digital inclusion in peace processes – no silver bullet, but a major opportunity

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Article by Peace Research Institute Oslo: “Digital inclusion is paving the way for women and other marginalized groups to participate in peace processes. Through digital platforms, those who are unable to participate in physical meetings, such as women with children, youth or disabled, can get their voices heard. However, digital technologies provide no silver bullet, and mitigating their risks requires careful context analysis and process design.  

Women remain underrepresented in peace processes, and even in cases where they are included, they may have difficulties to attend in-person meetings. Going beyond physical inclusion, digital inclusion offers a way to include a wider variety of people, views and interests in a peace process…

The most frequent aim of digital inclusion in peace processes is related to increased legitimacy and political support, as digital tools allow for wider participation, and a larger number and variety of voices to be heard. This, in turn, can increase the ownership of the process. Meetings, consultations and processes using easy and widely available technological platforms such as Zoom, Facebook and WhatsApp make participation easier for those who have often been excluded….

Digital technologies offer various functions for peacemaking and increased inclusion. Their utility can be seen in gathering, analysing and disseminating relevant data. For strategic communications, digital technologies offer tools to amplify and diversify messages. Additionally, they offer platforms for connecting actors and enabling collaboration between them…(More)”.

Global Data Stewardship

Curated on Posted on by Stefaan Verhulst
Global Data Stewardship

On-line Course by Stefaan G. Verhulst: “Creating a systematic and sustainable data access program is critical for data stewardship. What you do with your data, how you reuse it, and how you make it available to the general public can help others reimagine what’s possible for data sharing and cross-sector data collaboration. In this course, instructor Stefaan Verhulst shows you how to develop and manage data reuse initiatives as a competent and responsible global data steward.

Following the insights of current research and practical, real-world examples, learn about the growing importance of data stewardship, data supply, and data demand to understand the value proposition and societal case for data reuse. Get tips on designing and implementing data collaboration models, governance framework, and infrastructure, as well as best practices for measuring, sunsetting, and supporting data reuse initiatives. Upon completing this course, you’ll be ready to start pushing your new skill set and continue your data stewardship learning journey….(More)”

Rethinking democracy for the age of AI

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Keynote speech by Bruce Schneier: “There is a lot written about technology’s threats to democracy. Polarization. Artificial intelligence. The concentration of wealth and power. I have a more general story: The political and economic systems of governance that were created in the mid-18th century are poorly suited for the 21st century. They don’t align incentives well. And they are being hacked too effectively.

At the same time, the cost of these hacked systems has never been greater, across all human history. We have become too powerful as a species. And our systems cannot keep up with fast-changing disruptive technologies.

We need to create new systems of governance that align incentives and are resilient against hacking … at every scale. From the individual all the way up to the whole of society.

 For this, I need you to drop your 20th century either/or thinking. This is not about capitalism versus communism. It’s not about democracy versus autocracy. It’s not even about humans versus AI. It’s something new, something we don’t have a name for yet. And it’s “blue sky” thinking, not even remotely considering what’s feasible today.

Throughout this talk, I want you to think of both democracy and capitalism as information systems. Socio-technical information systems. Protocols for making group decisions. Ones where different players have different incentives. These systems are vulnerable to hacking and need to be secured against those hacks.

We security technologists have a lot of expertise in both secure system design and hacking. That’s why we have something to add to this discussion…(More)”

Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity

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Book by Daron Acemoglu and Simon Johnson” A thousand years of history and contemporary evidence make one thing clear. Progress depends on the choices we make about technology. New ways of organizing production and communication can either serve the narrow interests of an elite or become the foundation for widespread prosperity.

The wealth generated by technological improvements in agriculture during the European Middle Ages was captured by the nobility and used to build grand cathedrals while peasants remained on the edge of starvation. The first hundred years of industrialization in England delivered stagnant incomes for working people. And throughout the world today, digital technologies and artificial intelligence undermine jobs and democracy through excessive automation, massive data collection, and intrusive surveillance.

It doesn’t have to be this way. Power and Progress demonstrates that the path of technology was once—and may again be—brought under control. The tremendous computing advances of the last half century can become empowering and democratizing tools, but not if all major decisions remain in the hands of a few hubristic tech leaders.With their breakthrough economic theory and manifesto for a better society, Acemoglu and Johnson provide the vision needed to reshape how we innovate and who really gains from technological advances…(More)”.

AI-assisted diplomatic decision-making during crises—Challenges and opportunities

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Article by Neeti Pokhriyal and Till Koebe: “Recent academic works have demonstrated the efficacy of employing or integrating “non-traditional” data (e.g., social media, satellite imagery, etc) for situational awareness tasks…

Despite these successes, we identify four critical challenges unique to the area of diplomacy that needs to be considered within the growing AI and diplomacy community going ahead:

1. First, decisions during crises are almost always taken using limited or incomplete information. There may be deliberate misuse and obfuscation of data/signals between different parties involved. At the start of a crisis, information is usually limited and potentially biased, especially along socioeconomic and rural-urban lines as crises are known to exacerbate the vulnerabilities already existing in the populations. This requires AI tools to quantify and visualize calibrated uncertainty in their outputs in an appropriate manner.

2. Second, in many cases, human lives and livelihoods are at stake. Therefore, any forecast, reasoning, or recommendation provided by AI assistance needs to be explainable and transparent for authorized users, but also secure against unauthorized access as diplomatic information is often highly sensitive. The question of accountability in case of misleading AI assistance needs to be addressed beforehand.

3. Third, in complex situations with high stakes but limited information, cultural differences and value-laden judgment driven by personal experiences play a central role in diplomatic decision-making. This calls for the use of learning techniques that can incorporate domain knowledge and experience.

4. Fourth, diplomatic interests during crises are often multifaceted, resulting in deep mistrust in and strategic misuse of information. Social media data, when used for consular tasks, has been shown to be susceptible to various d-/misinformation campaigns, some by the public, others by state actors for strategic manipulation…(More)”

Global Trends in Government Innovation 2023

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OECD Report: “In the face of what has increasingly been referred to as an ongoing “permacrisis”, governments must cope with and respond to emerging threats while already grappling with longstanding issues such as climate change, digital disruption and low levels of trust. Despite compounding challenges, governments have been able to adapt and innovate to transform their societies and economies, and to transform themselves and how they design and deliver policies and services. Indeed, recent crises have served to catalyse innovation, and innovation has emerged as a much-needed driver of stability that can generate public value in difficult times.

In this context, understanding new approaches and spreading successful ideas has never been more important. In seeking to do our part to promote this, OPSI and the United Arab Emirates (UAE) Mohammed Bin Rashid Centre for Government Innovation (MBRCGI) have worked in partnership for nearly seven years to surface leading edge public sector innovation trends and to tell the stories of innovators around the world who are working to challenge existing norms and embed new ways of doing things.

Today, we are excited to jointly launch our report Global Trends in Government Innovation 2023, the preliminary report of which was launched at the World Government Summit (WGS), which brings together over 4 000 participants from more than 190 countries to discuss innovative ways to solve the challenges facing humanity…(More)”.

International Data Governance – Pathways to Progress

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Press Release: “In May 2023, the United Nations System Chief Executives Board for Coordination endorsed International Data Governance – Pathways to Progress, developed through the High-level Committee on Programmes (HLCP) which approved the paper at its 45th session in March 2023.  International Data Governance – Pathways to Progress and its addenda were developed by the HLCP Working Group on International Data Governance…(More)”. (See Annex 1: Mapping and Comparing Data Governance Frameworks).

Let’s Randomize America! 

Curated on Posted on by Stefaan Verhulst

Article by Dalton Conley: “…As our society has become less random, it has become more unequal. Many people know that inequality has been rising steadily over time, but a less-remarked-on development is that there’s been a parallel geographic shift, with high- and low-income people moving into separate, ever more distinct communities…As a sociologist, I study inequality and what can be done about it. It is, to say the least, a difficult problem to solve…I’ve come to believe that lotteries could help to crack this nut and make our society fairer and more equal. We can’t randomly assign where people live, of course. And we can’t integrate neighborhoods by fiat, either. We learned that lesson in the nineteen-seventies, when counties tried busing schoolchildren across town. Those programs aimed to create more racially and economically integrated schools; they resulted in the withdrawal of affluent students from urban public-school systems, and set off a political backlash that can still be felt today…

As a political tool, lotteries have come and gone throughout history. Sortition—the selection of political officials by lot—was first practiced in Athens in the sixth century B.C.E., and later reappeared in Renaissance city-states such as Florence, Venice, and Lombardy, and in Switzerland and elsewhere. In recent years, citizens’ councils—randomly chosen groups of individuals who meet to hammer out a particular issue, such as climate policy—have been tried in Canada, France, Iceland, Ireland, and the U.K. Some political theorists, such as Hélène Landemore, Jane Mansbridge, and the Belgian writer David Van Reybrouck, have argued that randomly selected decision-makers who don’t have to campaign are less likely to be corrupt or self-interested than those who must run for office; people chosen at random are also unlikely to be typically privileged, power-hungry politicians. The wisdom of the crowd improves when the crowd is more diverse…(More)”.

Machines of mind: The case for an AI-powered productivity boom

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Report by Martin Neil Baily, Erik Brynjolfsson, Anton Korinek: “ Large language models such as ChatGPT are emerging as powerful tools that not only make workers more productive but also increase the rate of innovation, laying the foundation for a significant acceleration in economic growth. As a general purpose technology, AI will impact a wide array of industries, prompting investments in new skills, transforming business processes, and altering the nature of work. However, official statistics will only partially capture the boost in productivity because the output of knowledge workers is difficult to measure. The rapid advances can have great benefits but may also lead to significant risks, so it is crucial to ensure that we steer progress in a direction that benefits all of society…(More)”.