Stefaan Verhulst
Paper by Global Solutions Initiative: “…introduces “plural protocol ecosystems” as a comprehensive alternative to the centralized, extractive digital infrastructures currently dominated by massive tech monopolies. It argues that while existing European regulatory approaches like competition law try to govern the behavior of digital gatekeepers, they fail to alter the architectural logic that causes power and value to concentrate in the hands of a few. By shifting focus away from single corporate-led platforms and toward community-led, open digital protocols—the fundamental rules determining how digital systems interact—the framework seeks to build a value-driven third path for the digital age. This new infrastructure aims to actively embed democratic values, human rights, and strategic sovereignty directly into technical designs rather than trying to enforce them after the fact.
To prevent digital systems from collapsing into winner-takes-all dynamics, the paper outlines a framework built across three deeply interconnected dimensions: technical, economic, and social. Technical plurality ensures structural resilience and neutrality through open-source code, decentralized architectures, and privacy-by-design. Economic plurality re-engineers value flows to create fair, non-extractive distribution systems where data creators, developers, and users are directly compensated for the value they generate. Finally, social plurality establishes participatory, multi-stakeholder governance models that prioritize broad deliberation, consensus across social differences, and the right for communities to exit or fork a protocol if it no longer serves them.
Ultimately, the paper positions this paradigm as a path toward a modern digital enlightenment, transitioning individuals from passive consumers of centralized systems into active co-creators with genuine agency over their digital lives. By satisfying these foundational technical, economic, and social blocks, a digital ecosystem can naturally foster higher-level qualities like verifiable trust and credible neutrality. This ground-up architecture provides a realistic roadmap for democratic powers to cultivate a competitive, resilient, and sovereign digital foundation that honors public interest and the common good…(More)”.
Paper by Robert Axelrod and Scott E. Page: “Sycophants praise and support leaders’ proposals to gain personal and professional advantage. A rational sycophant is an advisor who supports actions they expect to be harmful even when rewards and punishments for good and bad advice are equal in magnitude. Rational sycophancy arises when the outcome distribution of a proposed action has a negative expected value but a positive median (outcome asymmetry). The risk is greatest when a small yet meaningful fraction of outcomes are catastrophic, which occurs in long-tailed distributions. Given that single realizations from long-tailed distributions reveal little about the underlying distribution, even after outcomes are observed, a leader may be unable to distinguish rational sycophancy from wise counsel. As a result, rational sycophants may gain influence and increase the likelihood of catastrophic policy outcomes…(More)”
Article by Alice Xiang: “Every click, every photo, every search query we make creates a digital echo. These digital traces are the raw material fueling the AI revolution, powering technologies that are reshaping our world. Yet for the people creating it—all of us—this data has become functionally worthless.
The average internet user doesn’t think about the value of their data. They simply give it away to some of the wealthiest companies in the world, for free.
Because of this behavior, I fear we are living in an age of data nihilism, where our data means everything to AI developers yet almost nothing to us—not because our data actually is value-less, but because people feel powerless to stop it from being collected against their will. …
The next step is for the AI community and regulators to take ethical data curation seriously. The economic power dynamics between AI and humans will largely be determined at the data layer, and as a result, questions about consent and compensation mechanisms for data rights holders should be a major area of focus for AI researchers and regulators. Creating opt-in or opt-out schemes that provide meaningful control to people around the world whose data serves as AI’s raw materials is a challenging task, but one that is critical to address now. Moreover, as AI developers exhaust available data, future innovations will likely depend on the quality rather than simply the quantity of data.
Nietzsche’s cure for nihilism was to create personal meaning, but the scale of AI necessitates creating systems that affirm and protect the value of humanity’s contributions. We are now at a turning point: if we fail to build such protections, we will resign ourselves to a future where the benefits of AI are concentrated among a few, and the vast majority of people find their contributions worthless. The future of AI should not be built on a foundation of mass data appropriation. It must be built on a foundation of respect, consent, and shared value. The age of data nihilism is upon us; it is up to us to prevent it…(More)”.
Report by the Tony Blair Institute: “Modern states increasingly depend on digital infrastructure that is both critical and physically vulnerable. Identity systems, registries, payments, legal records, administrative platforms and public-service channels now form part of the state’s operational core. When these systems fail, the issue is not only service disruption, but also the continuity and credibility of government itself.
War, cyber-attacks, sabotage, terrorism and natural disasters can all affect the systems on which governments, economies and public services rely. Artificial intelligence intensifies this challenge. Governments will increasingly depend on concentrated, capital-intensive infrastructure – cloud, compute, energy, connectivity, secure data environments – that many states cannot fully build, finance or control domestically. As a result, the question is no longer whether states will depend on infrastructure beyond their borders, but how that dependence can be governed.
One concept attracting growing attention as a potential solution to these challenges is the digital embassy – a legally, technically and politically governed arrangement that allows states to preserve, restore or operate critical digital functions through trusted infrastructure beyond their territory. Building on the earlier data-embassy model, which focused on legally protected cross-border storage and recovery of critical state data and systems, digital embassies go even further. They can provide live-system continuity, service continuity and, in some cases, trusted access to cloud, compute or AI infrastructure. At their most advanced, digital embassies are designed to preserve the operational capacity of the state – including identification, authentication, access to records, legal administrative processes and communication with citizens – even when domestic infrastructure or normal administration is disrupted.
This paper argues that digital embassies should be understood as strategic instruments for resilience, security, sovereignty and capability. For guest states (those seeking to externalise elements of their sovereign digital infrastructure), they can reduce single points of failure, preserve state continuity and provide access to strategic infrastructure. For host states (those aiming to host such systems for other countries), they can attract investment, strengthen the economy, aggregate demand for cloud and compute, deepen strategic partnerships, and position countries within the emerging global digital and AI infrastructure ecosystem. But hosting also creates political, legal and security exposure, and therefore requires credible safeguards and institutional capacity…(More)”.
Report by Oliver Escobar and Stephen Elstub: “Democratic wellbeing means people having voice and choice over decisions that affect their lives. Strengthening parliamentary democracy is essential for improving democratic wellbeing in the UK. This paper supports current efforts to enhance the UK’s four parliaments through deeper public engagement and citizen deliberation. Building a stronger working relationship between parliamentarians and citizens can increase institutional capacity to address the challenges of our time.
Parliaments are expected to navigate complex, long-term and often contentious policy challenges, while maintaining public trust and demonstrating responsiveness to citizens. Yet existing mechanisms for engaging the public in parliamentary policymaking – consultations, surveys, lobbying – often struggle to provide the kind of considered public judgement these challenges require
Why mini-publics?
We focus on mini-publics because they provide a robust and practical way to embed citizen deliberation in legislatures. Mini-publics are civic forums in which a diverse cross-section of the public participates in evidence-based deliberation to inform decision-making. Participants are selected through civic lottery to reflect the wider population and supported with resources to reduce barriers to participation…(More)”.
Book by Keith McCandless and Nancy White: “Liberating Structures (LS) are simple patterns that make it possible for individuals and groups to work together brilliantly. With a menu of 43+ open-source patterns, LS shift how people meet, plan, decide, and relate to one another, making it possible to include and engage many voices in shaping next steps and the future. LS Their minimal set of structural constraints to set groups free from conventional patterns that exclude, stifle, and over-control (like endless presentations, managed discussions, or unfocused brainstorming)…What’s New: Inside the Fieldbook
Sparkling New Visuals: Every structure features a sharp visual format and simple line drawings, making the microstructures and templates easy to follow, adapt, and share.
Expanded Repertoire: The LS menu has grown to 43 methods, introducing ten new, second-generation Liberating Structures to tackle modern challenges.
Integrated Online Practice: No more fragmented guides. Practical, field-tested instructions for both online and face-to-face facilitation are now embedded directly within every single structure.
Inclusive Design & Continuity: Learn how to co-design with your group. Master the art of composing strings, using short punctuations, and tracking multi-session progress with your participants, lifting off precisely where you left off.
The Deeper Why: We shine a brighter light on the 10 LS Principles and the complexity science concepts that underpin the repertoire—helping you bridge the gap between your espoused values and routine habits…(More)”
Article by Tony Oweke: “The United Nations’ Global Dialogue on AI Governance—born out of the 2024 Global Digital Compact (GDC) and parallel UN negotiations that also produced an Independent International Scientific Panel on AI—will convene this July in Geneva. The Dialogue arrives amid a broader proliferation: a growing ecosystem of international AI summits, including in Bletchley Park, Seoul, Paris, and New Delhi, that are attempting to shape the global governance landscape. Whether these attempts are coalescing into something coherent, however, remains to be seen.
The 2023 Bletchley Declaration generated a shared international vocabulary around frontier-AI risk and established AI safety as a matter for coordinated global action. It also catalyzed the AI Safety Institute to publish an evaluation of advanced AI systems’ capabilities and risks in its annual report. The highlight of the 2024 summit in Seoul was a commitment to establish a network of AI safety institutes spanning ten countries and the European Union (EU). The 2025 summit in Paris marked a shift away from safety and toward investment and adoption, underlined by several funding pledges and deals. India’s 2026 summit, by contrast, sought to center voices from the Global South in AI governance. And early indications are that the 2027 summit in Switzerland will again focus on safety and security.
Taken together, these summits have succeeded in mobilizing political attention and resources, but they have struggled to translate high-level commitments into coordinated, durable governance outcomes…(More)”.
Playbook by Eric Hysen: “…evaluates the risks and benefits of governmental adoption of artificial intelligence (AI). The paper offers a comprehensive analysis of public-sector AI governance, from its systems and frameworks to approaches and policies, as well as a shifting federal emphasis on the speed of adoption and on reducing regulatory burden. Drawing on a comparative literature review and interviews, this pragmatic playbook guides leaders in building and implementing AI governance in public-sector organizations to ensure AI is safe, ethical, secure, and aligned with mission and values…(More)”
Book edited by Katja Mayer, Astrid Mager and Renée Ridgway: “This volume examines how openness is designed, governed, contested and lived in contemporary digital knowledge infrastructures. From open source software and internet standards, to citizen science platforms, public sector data systems and alternative computing practices, the book shows that infrastructures are never neutral technical backbones. They are deeply political arrangements that embed values, distribute power and shape whose knowledge counts.
Bringing together scholars from science and technology studies, critical data studies, media studies, organisation studies, arts-based research and political sociology, this edited volume explores openness as an ongoing socio-technical process rather than a fixed ideal. The book moves from the partial openness of early Internet standards and free and open source software, through contested practices of opening government data and public infrastructures, to struggles over inclusion and governance in scholarly and cultural knowledge infrastructures. This is followed by community-driven experiments in care, repair and alternative openness and concludes with forward-looking contributions on how to keep infrastructures open for research, how to fund infrastructures as digital commons and how to mobilise open infrastructures for democratic resilience and economic sovereignty.
The contributions trace how principles such as accessibility, transparency, participation and collective stewardship are enacted in practice—and how they are challenged by commercial capture, asymmetries of expertise, cultural governance and geopolitical inequalities. Across theoretical chapters and rich empirical case studies, the book investigates the governance of open infrastructures, the politics of alternative technological arrangements and struggles for epistemic justice within knowledge systems.
By foregrounding power relations, ethical tensions and questions of responsibility, this book rethinks openness as a site of political negotiation rather than a technical solution. The volume offers critical insights for researchers, policymakers, engineers and civil society actors concerned with digital commons, democratic governance and the future of open knowledge infrastructures in increasingly contested political and technical environments.
A companion website, www.openinfrastructures.net , extends the volume through author interviews, supplementary materials and additional resources that document the making of the book and provide further insights into the debates on governing, sustaining, and contesting open digital knowledge infrastructures…(More)”.
Paper by Gal Yona, Mor Geva, and Yossi Matias: “Despite significant strides in factual reliability, errors — often termed hallucinations — remain a major concern for generative AI, especially as LLMs are increasingly expected to be helpful in more complex or nuanced setups. Yet even in the simplest setting — factoid question-answering with clear ground truth-frontier models without external tools continue to hallucinate. We argue that most factuality gains in this domain have come from expanding the model’s knowledge boundary (encoding more facts) rather than improving awareness of that boundary (distinguishing known from unknown). We conjecture that the latter is inherently difficult: models may lack the discriminative power to perfectly separate truths from errors, creating an unavoidable tradeoff between eliminating hallucinations and preserving utility.
This tradeoff dissolves under a different framing. If we understand hallucinations as confident errors — incorrect information delivered without appropriate qualification — a third path emerges beyond the answer-or-abstain dichotomy: expressing uncertainty. We propose faithful uncertainty: aligning linguistic uncertainty with intrinsic uncertainty. This is one facet of metacognition — the ability to be aware of one’s own uncertainty and to act on it. For direct interaction, acting on uncertainty means communicating it honestly; for agentic systems, it becomes the control layer governing when to search and what to trust. Metacognition is thus essential for LLMs to be both trustworthy and capable; we conclude by highlighting open problems for progress towards this objective…(More)”.