Amnesty International warns that AI models are built on privacy violations

Amnesty International has warned that major generative AI systems are powered by large-scale data pipelines rooted in mass invasions of privacy.

In a new briefing, ‘Unlawful by Design: Exposing the Human Rights Costs of Generative AI’, the organisation argues that companies developing generative AI tools rely on unlawful web scraping to collect vast amounts of online data, including personal information, often without the explicit consent of the people who created or appear in it.

The briefing examines models powering widely used standalone generative AI tools, including OpenAI’s GPT-3, Google’s Gemini, Meta’s Llama, DeepSeek, and tools by Midjourney and Stable Diffusion. Amnesty says the design choices behind these systems create systemic human rights risks, particularly around privacy, discrimination, freedom of thought, and environmental harms.

Amnesty argues that large-scale scraping and processing of online posts, images, and other personal data infringes privacy by design. It also warns that training datasets drawn from the open web can reproduce and amplify discriminatory content, stereotypes, and prejudices, especially along racial and gender lines.

The organisation also highlights the environmental costs of generative AI development, pointing to rising demand for energy-intensive chips, data centres, electricity, and water. It says AI infrastructure can negatively affect historically marginalised communities when land and resources are used to build and operate data centres.

Amnesty said it wrote to Google, OpenAI, Meta, Stability AI, Midjourney, DeepSeek, Intel, VMware, Microsoft, and Amazon about the findings and related human rights concerns. At the time of publication, it said Microsoft, Amazon, Intel, OpenAI, and Meta had responded.

The organisation is calling on states to prohibit standalone generative AI systems built using unlawful web scraping and to hold companies accountable for human rights abuses linked to the design and deployment of AI systems.

Why does it matter?

The briefing adds a strong human rights framing to the debate over the training data for generative AI. Instead of focusing only on copyright or competition, Amnesty argues that large-scale scraping of personal data raises privacy, discrimination, freedom of thought, and environmental concerns. Its recommendations would significantly raise the stakes for AI developers by treating non-consensual data extraction as a human rights issue requiring regulatory intervention.

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Anthropic opens Milan office, highlights responsible AI development

The US AI company, Anthropic, has announced the opening of a new office in Milan, expanding its European presence alongside existing locations in London, Dublin, Paris, Zurich and Munich. The company says the Italian office will support enterprises, developers and researchers adopting Claude AI while contributing to broader discussions about the societal impact of AI.

The announcement comes shortly after the publication of Pope Leo XIV’s AI-focused encyclical ‘Magnifica Humanitas’. Anthropic highlighted the participation of co-founder Chris Olah in the Vatican presentation, where he discussed the ethical challenges associated with advanced AI and called for wider involvement from governments, academia, civil society and religious institutions in shaping AI’s future.

Anthropic says its technology has already been adopted by several major Italian organisations, including Generali Group, Unipol Group, Angelini Pharma, Bracco Group, Enel Group and Pirelli.

The company also highlighted partnerships with Italian technology firms. According to Anthropic, JAKALA deployed Claude across more than 3,000 users, while Satispay and Bending Spoons have integrated Claude into software development workflows to accelerate engineering and product development.

Anthropic says the Milan office will help support the AI ecosystem of Italy while encouraging broader debate about how advanced AI technologies should be developed and deployed responsibly.

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European Commission prepares Chips Act 2.0 to boost semiconductor resilience

The European Commission is preparing a Chips Act 2.0 aimed at strengthening Europe’s semiconductor resilience, reducing strategic dependencies, and supporting technological sovereignty.

The initiative builds on earlier legislation introduced after pandemic-related supply chain disruptions, but seeks to address persistent gaps in advanced chip manufacturing and fragmented governance across Member States.

A key focus of the revised framework is expanding Europe’s capacity in advanced semiconductors, particularly chips below 10 nanometres that are used in AI, high-performance computing, defence and advanced automotive systems.

The proposal also aims to improve monitoring of supply chains and market actors, while simplifying regulatory processes and enhancing investment conditions for strategic semiconductor projects.

Alongside production capacity, the initiative is expected to strengthen oversight of supply chain risks and improve crisis preparedness within the EU semiconductor ecosystem. Policymakers have identified limited visibility into supply-chain risks, including technology leakage and dependence on suppliers outside the EU, as a structural weakness.

The initiative is also expected to form part of the EU’s broader digital sovereignty agenda, including support for semiconductor research, chip design capabilities and cross-border industrial coordination.

Why does it matter? 

Semiconductors are essential components in technologies ranging from AI systems and telecommunications networks to defence equipment, energy infrastructure and vehicles. The concentration of advanced chip production in a small number of global locations has heightened concerns about supply-chain resilience and strategic dependencies.

By expanding manufacturing capacity and improving oversight of supply chain risks, the EU aims to strengthen its ability to withstand disruptions while supporting long-term competitiveness in a critical technology sector.

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Spain urges immediate action on global AI governance at UN laboratory launch

Spain has renewed its call for stronger international AI governance following the launch of the UN AI Governance for Humanity Lab in Valencia.

Speaking at the opening event, Minister for Digital Transformation and Public Administration Óscar López said AI must serve peace and people, and warned that governments and international institutions must act quickly if AI governance is to become more than an unfulfilled ambition.

López said science and democracy should work together to ensure AI helps reduce poverty and narrow the industrial divide between the Global North and the Global South. He described the laboratory as a further step in Spain’s commitment to multilateral, ethical, and trustworthy AI development.

The minister also pointed to Spain’s growing role in AI governance, highlighting initiatives such as the Digital Rights Charter, the Digital Rights Observatory, the Spanish Agency for the Supervision of Artificial Intelligence, the EU AI Act, and Spain’s recently approved law on the good use and governance of AI.

The new laboratory, operating under the UN Office for Digital and Emerging Technologies, will act as a global coordination body focused on the impact of AI through international governance, risk assessment, multilateral cooperation, and support for the UN Global Digital Compact.

Based in Quart de Poblet, Valencia, the lab aims to build a shared understanding of how AI is governed across countries, advance interoperability among governance frameworks, and support implementation across regions and sectors. Through reports and recommendations, it will support international scientific panels and inform decisions by the UN General Assembly.

The lab will also support the Valencia Dialogues, a series of technical workshops designed to develop concrete and actionable contributions to the laboratory’s work.

Why does it matter?

The launch of the UN AI Governance for Humanity Lab gives the Global Digital Compact a more concrete institutional anchor for AI governance work. Its focus on risk assessment, interoperability, multilateral cooperation, and implementation across regions and sectors reflects a growing effort to move global AI governance from principles and declarations towards practical coordination mechanisms.

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UNESCO highlights ethical AI integration in South Asian higher education

AI is transforming higher education systems across South Asia, creating opportunities to improve teaching, learning, research, and institutional management, while also exposing challenges around policy readiness, educator capacity, digital infrastructure, and equitable access.

A regional policy dialogue held in Kathmandu on 20 May 2026, jointly organised by UNESCO Kathmandu, Tribhuvan University, the Asian Development Bank, and UNESCO-ICHEI, highlighted the need for coordinated strategies to guide AI integration in higher education.

Key priorities include strengthening policies and strategies for AI use, investing in teacher professional development, improving collaboration between universities and industry, and better understanding the implications of generative AI for higher education and technical and vocational education and training.

The discussions also focused on inclusion, particularly the gender divide in AI. UNESCO said one of the most significant forms of AI bias in South Asia affects girls and women, underscoring the need for their participation in AI-related education and workplaces to build an inclusive AI ecosystem.

The launch of the IIOE Nepal National Centre at Tribhuvan University reflects the growing need for sustained national capacity-building mechanisms to support higher education institutions in adapting to digital transformation.

The dialogue also reinforced the importance of evidence-based policymaking, following the release of the Report on Digital Transformation in Higher Education in South Asia. UNESCO said such knowledge can help governments and universities move beyond experimentation towards more coherent and future-oriented strategies for AI integration.

Why does it matter?

AI integration in higher education is becoming a structural policy issue, not only a classroom technology question. UNESCO’s regional dialogue points to the risk that unequal digital infrastructure, weak institutional capacity, limited AI literacy, and gender gaps could deepen existing inequalities if clear policies, ethical safeguards, and investment in educators do not guide AI adoption.

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Singapore warns of cybersecurity risks from autonomous AI agents

Singapore’s Cyber Security Agency (CSA) has issued an advisory warning that autonomous AI agents, including OpenClaw, can pose serious cybersecurity risks if deployed without appropriate safeguards.

The advisory references to Infocomm Media Development Authority (IMDA) case study on the responsible deployment of OpenClaw and highlights risks associated with AI agents that can understand context, plan tasks, use external tools, and act on behalf of users.

CSA said such agents can offer productivity benefits but may expose users and organisations to risks, including unpatched vulnerabilities, weak access controls, sensitive data exposure, malicious third-party skills, and memory poisoning.

The agency warned that unresolved risks could lead to agent hijacking, unauthorised actions through tool or API abuse, and unauthorised access to systems or data. It cited the IMDA case study’s warning that ‘accepting the risks associated with granting OpenClaw broader capabilities should be an intentional decision, and not the result of default configurations that were overlooked’.

For individuals, CSA recommends avoiding OpenClaw’s open-source form on devices containing sensitive data, running it under least-privileged accounts, installing skills only from trusted sources, keeping sensitive data out of reach, requiring human approval for high-risk actions, and promptly applying updates.

For organisations, the advisory calls for stronger safeguards, including Zero Trust principles, narrowly scoped agents, dedicated and regularly rotated credentials, policy-enforcing proxies, persistent logging, human approval for irreversible actions, negative testing before deployment, and recovery from a known-good baseline after compromise.

CSA also noted that variants, including NanoClaw and Nvidia’s NemoClaw, have emerged since OpenClaw’s launch. It said organisations requiring agentic AI capabilities should evaluate whether such variants meet their performance and security requirements, as safeguards for agentic AI are still maturing.

Why does it matter?

Agentic AI systems are increasingly being deployed to automate tasks that involve access to data, software tools, and online services. Singapore’s advisory highlights growing concerns that autonomous agents can create new attack surfaces if security controls, oversight mechanisms, and access restrictions are not built into deployments from the start.

The guidance also reflects broader efforts by governments and regulators to develop security practices for rapidly evolving AI systems.

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EU ICT workforce grows to 10.45 million in 2025, Eurostat says

The number of ICT specialists in the EU reached 10.45 million in 2025, representing 5% of total employment, according to new data published by Eurostat. Although annual growth slowed compared with the post-pandemic increases recorded in 2020 and 2021, the number of ICT specialists has continued to rise over the past decade.

Northern European countries continued to lead the bloc in ICT employment concentration. Sweden recorded the highest share of ICT specialists in the workforce at 8.9%, followed by Luxembourg and Finland. At the opposite end, Greece, Romania and Italy reported the lowest shares.

The figures also highlighted the persistent gender imbalance within Europe’s technology workforce. Men represented more than 80% of ICT specialists in 2025, although the share of women increased modestly compared with 2015. Romania, Latvia and Bulgaria recorded the highest proportions of women working in ICT roles.

Eurostat noted that ICT specialists include professionals responsible for developing, operating and maintaining digital systems across all sectors of the economy. Eurostat noted that ICT specialists include professionals responsible for developing, operating and maintaining digital systems across sectors of the economy. The growth of the workforce coincides with increasing digitalisation across businesses, public services and industry.

Why does it matter?

The steady growth of ICT specialists reflects Europe’s accelerating digital transformation and the increasing dependence of economies, governments and businesses on advanced digital infrastructure. The figures also underline major regional and gender disparities that could affect Europe’s competitiveness, digital sovereignty and long-term technology workforce resilience.

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EuroDIG 2026 closes with calls for multilingual internet and stronger digital inclusion

EuroDIG 2026 concluded with calls for stronger multistakeholder cooperation, greater digital inclusion, and wider support for multilingual internet access during the conference’s closing plenary hosted by EURid.

The final session combined celebratory reflections on the two-day event with broader policy messages on universal acceptance, digital accessibility, and cooperation across governments, the technical community, civil society, academia, and the private sector.

Opening the session, moderator Florence Ranson thanked participants for remaining until the end of what she described as a ‘fulfilling’ conference and said workshop outcomes and feedback would be shared in the coming weeks.

Co-moderator Sandra expressed surprise at the size of the audience at the wrap-up session and thanked the focal points, speakers, rapporteurs, youth participants, institutional partners, and sponsors for their contributions to the programme.

Regina, co-moderating the session, described EuroDIG 2026 as a demonstration of multistakeholder cooperation, noting that EURid hosts EuroDIG only once every ten years. She also highlighted the event’s coincidence with the 20th anniversary of the .eu domain.

Both moderators thanked the European Commission’s DG CONNECT team for supporting the event venue and programme development.

The closing session then shifted toward one of the conference’s recurring themes, the universal acceptance of multilingual domain names and email addresses.

Sarmad Hussain of ICANN said the internet must function in all languages and scripts, pointing to progress made since the Tunis Agenda of 2005 enabled development of internationalised domain names and multilingual email addresses. However, Hussain warned that many websites, platforms, and online services still fail to support non-Latin scripts and local-language identifiers despite existing technical standards.

According to Hussain, this creates a ‘universal acceptance’ challenge affecting accessibility and inclusion online. He called on developers, governments, academia, civil society, and private-sector organisations to update systems and applications so they accept all valid domain names and email addresses regardless of language or script. He also promoted the upcoming Universal Acceptance Day initiative aimed at raising awareness about the issue.

UNESCO representative Dr Xianhong Hu used the closing session to reinforce broader themes of multilingualism, inclusion, and digital cooperation. Speaking on behalf of Ambassador Salih Abduh, Hu highlighted UNESCO’s partnership with EuroDIG and linked the conference to the 25th anniversary of UNESCO’s Information for All Programme.

She noted that discussions during EuroDIG 2026 covered internet governance, universal acceptance, gender equality, youth participation, and intergenerational dialogue, reflecting UNESCO’s priorities around inclusive knowledge societies.

Hu also called for renewed cooperation among European governments, the technical community, academia, civil society, and businesses to bridge digital divides and support multilingual digital futures in the AI era.

The session concluded with a toast to partnership, an invitation for a group photo, and final thanks to participants and organisers.

The closing plenary reflected several broader themes that ran throughout EuroDIG 2026, including multistakeholder governance, digital inclusion, and concerns about unequal access to digital infrastructure and online participation.

The emphasis on universal acceptance also connected technical internet governance questions with wider debates on linguistic diversity and accessibility, highlighting ongoing gaps between existing technical capabilities and real-world adoption across online platforms and services.

EuroDIG 2026 took place on 26 and 27 May at the Charlemagne Building of the European Commission in Brussels under the theme ‘European Voices for the Future of the Internet – Celebrating 20 Years of .eu and the Beginning of a New Internet Governance Era’.

Digital Watch Observatory followed EuroDIG 2026 through a dedicated event page, featuring session information and reporting from Brussels.

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EuroDIG highlights collaboration and experimentation for WSIS+20 delivery

European national and regional Internet Governance Forum initiatives (NRIs) discussed how they can help implement the outcomes of the WSIS+20 review during a EuroDIG 2026 session focused on collaboration, local engagement, and multistakeholder governance.

The discussion examined whether NRIs should remain primarily bottom-up discussion spaces or take on a more direct role in supporting the implementation of global digital governance commitments at the national and regional levels.

Sabina Heber, moderating the workshop, described NRIs as increasingly important spaces for multistakeholder discussion, cooperation, and policy exchange. She said implementation of WSIS goals often depends on national and regional action, making NRIs key links between global frameworks and local realities.

A central debate emerged around the future role of NRIs after the WSIS+20 review.

Jordan Carter of the UK IGF argued that national and regional IGFs have traditionally not operated as ‘WSIS implementation agencies.’ Instead, he said, they usually function as bottom-up forums that relay local discussions into regional and global internet governance processes.

Matthias Kettermann of the Austrian IGF took a more proactive position, arguing that NRIs should engage more directly with WSIS action lines in the post-review environment and translate them into national priorities.

He pointed to Austria’s approach of organising youth-focused panels and rotating the Austrian IGF across different regions to involve local stakeholders, including schools, museums, and innovation departments, in discussions on AI governance and digital transformation.

Declan McDermott of IGF Ireland focused on how NRIs measure and scale impact. He proposed three approaches: ‘scaling out’ to reach more stakeholders, ‘scaling up’ to influence policymakers, and ‘scaling deeply’ to change how internet governance is understood within society.

McDermott argued that NRIs need clearer theories of change and more concrete definitions of success, warning against ‘collaborating for the sake of collaboration.’

Several speakers emphasised that NRIs are particularly valuable because they operate close to national realities and can identify emerging digital policy challenges early.

Dijana Milutinovic from Serbia’s national IGF said NRIs are well-positioned to monitor developments at the country level, raise issues for public debate, and improve the likelihood that concerns will eventually influence regulation or legislation. She added that exchange between NRIs is especially important when countries face similar regional challenges and can learn from one another’s experiences.

The workshop also explored how NRIs produce messages and policy outputs.

Carter explained that the UK IGF publishes annual key messages developed through a multistakeholder steering committee, while Serbia drafts messages during sessions and submits reports to ministries and the global IGF Secretariat.

Austria, by contrast, does not prioritise formal outcome documents and instead focuses more on convening stakeholders and creating connections that later generate initiatives indirectly.

Another major theme was collaboration and experimentation.

Concettina Cassa from Italy’s Agency for Digital Italy proposed the creation of voluntary ‘NRI labs’ as spaces for peer learning and practical cooperation between NRIs. She described them as non-binding multistakeholder spaces where participants could exchange operational experience and experiment with implementation approaches on issues such as trustworthy AI in public administration or child protection online.

According to Cassa, the challenge twenty years after WSIS is no longer only agreeing on principles, but translating them into practical cooperation and implementation.

Participants also discussed new tools for handling controversial policy debates. A representative from the Netherlands presented ‘argument maps,’ structured visual overviews that organise competing positions on contentious issues such as age verification or encryption without forcing participants to agree on a single recommendation.

Business participation emerged as another recurring challenge. Speakers said companies are often difficult to attract unless discussions address concrete operational problems or provide visible practical value.

Kettermann said Austrian organisers worked directly with the Chamber of Commerce to identify topics businesses cared about, while Serbian representatives noted that companies engage more actively when discussions focus on how regulation affects their operations and business models.

Toward the end of the session, participants stressed that NRIs’ ability to influence policymaking depends heavily on resources, institutional legitimacy, and public awareness.

Milutinovic warned that many NRIs rely largely on volunteers, limiting their capacity to produce reports, participate in coalitions, or contribute consistently to policy consultations.

The workshop concluded with several agreed-upon messages, including recognition that NRIs are effective multistakeholder forums for supporting WSIS+20 goals through awareness-raising, stakeholder engagement, peer learning, and practical experimentation.

Participants also endorsed continued dialogue through EuroDIG and supported new forms of collaboration, including NRI labs and other experimental approaches designed to strengthen cooperation while preserving the bottom-up nature of internet governance processes.

EuroDIG 2026 took place on 26 and 27 May at the Charlemagne Building of the European Commission in Brussels under the theme ‘European Voices for the Future of the Internet – Celebrating 20 Years of .eu and the Beginning of a New Internet Governance Era’.

Digital Watch Observatory followed EuroDIG 2026 through a dedicated event page, featuring session information and reporting from Brussels.

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EuroDIG 2026 debates Europe’s path towards digital sovereignty

European policymakers, technical experts, and civil society representatives debated how Europe can reduce its dependence on foreign digital technologies without fragmenting the open internet during a EuroDIG 2026 session on digital sovereignty.

The discussion reflected growing concern in Europe that heavy reliance on non-European cloud providers, AI systems, platforms, semiconductors, and digital infrastructure has become a strategic vulnerability affecting not only the economy but also democratic resilience and political self-determination.

Fabrizia Benini, head of unit for the Future Internet at the European Commission’s DG CONNECT, argued that Europe’s dependencies across the digital stack are the result of years of choosing to buy technologies rather than build them domestically. According to Benini, digital sovereignty should not mean isolation or digital nationalism, but ensuring that citizens, businesses, and governments retain meaningful choice and control over digital technologies, data, and infrastructure.

She stressed that Europe remains committed to an open, global, secure, and interoperable internet while seeking to manage strategic dependencies through partnerships with trusted countries and stronger European technological capacity.

Benini also pointed to upcoming EU initiatives, including a Sovereign Tech Package covering semiconductors, cloud and AI infrastructure, and open-source technologies. She described Europe’s regulatory framework, including the GDPR, DSA, DMA, and AI Act, as an important long-term foundation, while acknowledging that regulation alone cannot deliver sovereignty.

Several participants echoed that concern, arguing that Europe has become highly effective at regulating digital systems while still depending heavily on technologies built elsewhere.

João Gomes from YouthDIG said younger Europeans increasingly want opportunities not only to regulate technology, but also to build competitive European alternatives. He warned that Europe risks becoming ‘the world’s most sophisticated regulator’ without developing sufficient industrial and technological capacity of its own.

Open source, interoperability, and trusted infrastructure emerged repeatedly as key pillars of the European approach. Frank Kruger from Germany’s Federal Ministry for Digital Transformation and Government Modernization argued that maintaining critical open-source infrastructure is essential for Europe’s resilience, security, and innovation capacity.

Peter Janssen, general manager of EURid, linked digital sovereignty to practical user control over online identities and infrastructure. Using the .eu domain as an example, he said European users should be able to retain control over their digital presence, providers, and data through open standards and interoperable systems.

At the same time, several speakers warned against allowing digital sovereignty to become a justification for internet fragmentation or excessive state control. Elonnai Hickok, Managing Director at Global Network Initiative, stressed that Europe should continue supporting open standards, interoperability, portability, and multistakeholder governance while avoiding surveillance-heavy or protectionist approaches.

The terminology itself also generated debate. Some participants preferred terms such as ‘strategic autonomy’ or ‘digital autonomy’, arguing that ‘sovereignty’ can sound nation-centric or exclusionary. Others defended the term as necessary to describe Europe’s ability to preserve democratic self-determination in a more contested geopolitical environment.

Despite differences over terminology and emphasis, the session ended with broad agreement that Europe needs a long-term strategy combining regulation, industrial policy, open standards, digital skills, infrastructure investment, and support for European alternatives.

Participants also agreed that Europe’s approach should aim for what the session’s final draft messages described as ‘resilient openness and strategic autonomy’ rather than isolation or protectionism.

EuroDIG 2026 took place on 26 and 27 May at the Charlemagne Building of the European Commission in Brussels under the theme ‘European Voices for the Future of the Internet – Celebrating 20 Years of .eu and the Beginning of a New Internet Governance Era’.

Digital Watch Observatory followed EuroDIG 2026 through a dedicated event page, featuring session information and reporting from Brussels.

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