Human-Centred Model for Global AI Governance: What Can Be Learned from the Council of Europe’s Framework Convention on Artificial Intelligence (Vilnius Convention)
This session focused on the significance of the Council of Europe's Convention on Artificial Intelligence and Human Rights - the first legally binding international treaty on AI - and how it can be implemented across diverse legal and political systems .
Panellists broadly agreed that the Convention's most important contribution is filling a critical gap in the global governance landscape by providing a legally binding instrument grounded in human rights, democracy, and the rule of law, complementing the many existing soft-law and technical standards frameworks . Thomas Schneider emphasised that the Convention does not replace existing legal instruments but ensures that the same level of protection applied to other technologies is extended to AI . Matthias Kloth highlighted the Convention's global vocation, noting that with 21 signatories - including the European Union representing 27 member states - nearly 50 countries and all G7 states have endorsed it .
Takuo Imagawa and Gillian Frost, representing Japan and Canada respectively - two non-European signatories - stressed that the Convention's attractiveness lies in three qualities: shared universal values, flexibility for countries with differing legal traditions, and interoperability between national regulatory systems . Frost noted that the Convention aligns closely with Canada's own AI strategy, which prioritises building public trust, opening new opportunities, and affirming Canadian sovereignty .
On implementation, Kloth and Schneider pointed to the HUDERIA methodology - a risk and impact assessment tool developed alongside the Convention - as a practical starting point for any country, regardless of whether it has signed . Professor Paulius Pakutinskas underlined the importance of exchanging good and bad practices within the growing community of states to help others understand how to apply the framework .
The discussion concluded with a shared call for ratification, with Kloth specifying that five ratifications are needed for the Convention to enter into force and urging signatories to act swiftly so that a Conference of Parties can begin overseeing implementation . The overall consensus was that the Convention's long-term success depends not merely on signatures but on ratification, implementation, and the cultivation of a trusted global community committed to governing AI responsibly .
Overall Purpose
- The discussion aimed to examine the Council of Europe's Convention on Artificial Intelligence and Human Rights as a landmark legally binding international treaty, exploring its contributions to global AI governance, its practical implementation challenges, and how it can attract broader international participation while balancing innovation with the protection of human rights, democracy, and the rule of law.
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Major Discussion Points
- The Vilnius Convention as the first legally binding international AI governance instrument. Speakers consistently highlighted the Convention's historic significance as the first comprehensive, legally binding international treaty on AI. Unlike the many existing soft-law instruments and principles, it fills a critical gap by ensuring that human rights, democracy, and the rule of law apply specifically to AI systems. Thomas Schneider noted that AI governance, like other technologies, requires a mix of technical, legal, and societal norms, and the Convention provides the binding legal layer that was previously absent.
- Flexibility and global vocation as key strengths encouraging wider participation. A recurring theme was that the Convention's framework nature - providing principles rather than prescriptive rules - makes it attractive to countries with diverse legal traditions and regulatory approaches. Japan's Vice Minister Imagawa identified shared values, flexibility, and interoperability as the three pillars that make such an instrument practical for different nations. Matthias Kloth underlined that, with 21 signatories including the EU (representing 27 member states), the Convention effectively encompasses nearly 50 countries - almost a quarter of all states globally. - Implementation priorities: risk assessment, the HUDERIA methodology, and interoperability with technical standards. Practical implementation was a central concern, with speakers pointing to the HUDERIA (Human Rights, Democracy, and Rule of Law Impact Assessment) methodology as an immediate, concrete tool governments can use to begin assessing AI risks. Matthias Kloth stressed the complementarity between HUDERIA and ISO/IEC technical standards, bridging the gap between human rights law and technical norm-setting. Imagawa also emphasised that interoperability between national regulatory systems is essential to avoid conflicting rules across borders. - Building a global community of trusted AI governance beyond signatures. Speakers stressed that the Convention's true value lies not merely in the legal text but in the community of practice it fosters - enabling mutual learning, sharing of good practices, and collaborative capacity-building. Canada's Gillian Frost highlighted how the Convention deepens partnerships among like-minded states, establishes a baseline of shared values, and can support developing countries through the Council of Europe's outreach efforts. Professor Pakutinskas reinforced that the Convention is a "backbone" or "architecture," not a final document, and that ongoing exchange of experiences is critical.
- Ratification as the urgent next step to bring the Convention into force. All panellists converged on the need to move swiftly from signature to ratification. Matthias Kloth noted that five ratifications are required for the Convention to enter into force, with only one (the EU, representing 28 parties) secured so far. Thomas Schneider warned against the Convention remaining merely a paper instrument and urged all signatories to ratify as soon as possible so the community can formally convene and implementation can begin in earnest. Japan's Imagawa additionally recommended leveraging existing platforms such as the Hiroshima AI Process and the OECD AI Policy Toolkit to deepen understanding and facilitate concrete policy development. ---
Overall Tone
- The overall tone of the discussion was constructive, collaborative, and cautiously optimistic. From the outset, speakers adopted a collegial register, expressing mutual respect and shared commitment to human-centred AI governance. There was a consistent sense of collective pride in the Convention's achievement, particularly given the complexity of the negotiations. As the discussion progressed from opening remarks to practical implementation questions, the tone became slightly more pragmatic and urgent, particularly around ratification. Speakers acknowledged real-world constraints without becoming pessimistic. The closing exchanges carried a rallying quality, with panellists directly encouraging signatories in the room to pursue ratification and continue building the global community the Convention envisions.
Expanded Summary: Human-Centred Model for Global AI Governance - The Vilnius Convention
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Session Overview and Context
The session, held at an international forum in Geneva, was convened to examine the Council of Europe's Framework Convention on Artificial Intelligence and Human Rights - commonly known as the Vilnius Convention - as a landmark instrument in global AI governance . The moderator opened by framing the Convention's distinctive significance: unlike the many existing international discussions on AI governance, the Vilnius Convention moves beyond principles alone by providing countries with a common legal framework that they can actually implement . The session brought together a carefully assembled panel representing government, international organisations, and academia, including senior officials from Lithuania, Japan, Canada, Switzerland, and the Council of Europe, as well as a UNESCO chair on artificial intelligence . The central questions posed to the panel were: what is the Convention's most important contribution to global AI governance, and what would encourage more countries to join and implement it ?
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Opening Remarks: Lithuania's Perspective
Darius Zajilskas, Vice Minister of Economy and Innovation of the Republic of Lithuania, opened the discussion by underlining the significance of the Convention as the first binding international treaty on AI . He noted that artificial intelligence presents significant opportunities - including more efficient services and simpler solutions for citizens and businesses - but that these opportunities must be grounded in trust-based technologies . Lithuania, he explained, views the Convention as providing strong foundations that are directly reflected in the national AI strategy adopted that year, and sees digital transformation anchored in democratic values as a core national priority . Zajilskas expressed his anticipation for the discussion and the challenge of translating the Convention's commitments into concrete action .
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The Convention's Historic Significance: Filling a Critical Governance Gap
The panel's opening exchange converged on a shared assessment of the Convention's most important contribution: its legally binding character. Takuo Imagawa, Vice Minister for International Affairs at Japan's Ministry of International Affairs and Communications, described the Convention, adopted in 2024, as "the first comprehensive legally binding international instrument governing AI grounded in human rights, democracy, and the rule of law" . He expressed sincere respect for the Council of Europe and all collaborating countries, and situated the Convention within Japan's broader international engagement, including the Hiroshima AI Process and the United Nations Global Dialogue on AI Governance . In his view, the Convention is of paramount importance precisely because it establishes both fundamental values and seven specific principles in a legally binding manner, serving as a foundation for confirming shared values and advancing AI governance based on mutual trust .
Thomas Schneider, Co-Director of Ofcom Switzerland and former chair of the Council of Europe's Committee on Artificial Intelligence - and thus one of the Convention's principal architects - offered a historically grounded perspective . Drawing an analogy to the governance of technologies from the first industrial revolution, he observed that governing any technology requires a mix of technical norms, legal norms, and societal norms . In the AI context, institutions such as the ITU, ISO, UNESCO, and the OECD have developed technical standards and soft-law instruments, and sectoral and self-regulatory tools also exist . What had been absent, Schneider argued, was a binding legal instrument that does not replace broader human rights conventions but ensures that existing legal frameworks - and the same level of protection afforded to other technologies - apply specifically to AI . The Convention fills precisely this gap, and should be understood not as a standalone solution but as "a part of a growing mix of instruments of technical, legal and societal laws" .
Matthias Kloth, Head of Digital Governance and Sports at the Council of Europe, aligned himself with Schneider's assessment, identifying the legally binding nature of the framework convention as its particular strength compared to all other AI governance initiatives . He added an important nuance, however: the word "framework" matters, because it provides genuine flexibility for states . This combination of binding obligation and implementation flexibility is, in his view, what makes the Convention attractive to a wide range of countries . Kloth also paid tribute to Schneider's role in chairing the difficult negotiations, noting that agreement on the final text was reached "almost at midnight," reflecting the complexity and effort involved in the process .
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Global Reach and Participation
Kloth provided a striking statistical reframing of the Convention's reach. With 21 signatories, the raw number might appear modest, but one of those signatories is the European Union, signing on behalf of its 27 member states . When this is taken into account, the Convention effectively encompasses nearly 50 countries - almost a quarter of all states globally - and all G7 states are on board . Kloth emphasised that the Convention has a global vocation: it is not restricted to Council of Europe members, and all like-minded states around the world can join . He pointed to Japan and Canada as examples of non-European observer states that were actively involved in the negotiations and have already signed . This global character, he argued, means the Convention creates "the global community of trusted AI that protects human rights" , of which the Council of Europe is immensely proud .
Kloth also noted that the Council of Europe follows the tradition of naming conventions after the city where they are opened for signature - hence the Budapest Convention on Cybercrime and now the Vilnius Framework Convention on Artificial Intelligence. He acknowledged Lithuania's role in facilitating this milestone, noting that the Convention was opened for signature at a Ministers of Justice conference of all 46 Council of Europe member states held in Vilnius in September 2024 .
Gillian Frost, Director General for Cyber, Critical Technology and Democratic Resilience at Global Affairs Canada, confirmed this assessment from a non-European perspective. As an observer of the Council of Europe, Canada views the Convention as a landmark treaty that offers a rights-based approach to AI governance while providing states with flexibility to grow their AI industries and accommodate diverse legal and political systems . Frost stressed that with the rapid development of AI, it is essential not to lose sight of the importance of ensuring responsible adoption in full respect of human rights . She noted that the Convention is very much consistent with Canada's own AI strategy, launched approximately a month prior, which strives for economic and social opportunities for all Canadians while advancing AI safely and transparently in a manner that reflects Canadian values . The treaty, she argued, can unite states from different regions around shared values of human rights and democracy while simultaneously recognising and preserving regulatory diversity , echoing her Japanese colleague's point that the Convention is "very much a foundation of shared values and is a foundation to advance mutual trust among states" . Frost also highlighted the Convention's potential to support outreach to developing countries, noting that as different states ratify it, the treaty will gradually become "a rich source of experience and best practice on governing AI across sectors within different national contexts" . This could enrich the Council of Europe's capacity-building efforts and advance the goals of the UN Global Digital Compact .
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Academic and Societal Perspectives
Professor Paulius Pakutinskas, UNESCO Chair on Artificial Intelligence, Emerging Technologies and Innovations for Society, offered a perspective that combined academic rigour with a note of candour about the challenges of AI regulation . He observed that AI regulation is genuinely difficult - it is not simply about prohibitions, but about boosting innovation and competitiveness alongside rights protection . He welcomed the idea of a global community working together on AI regulation, emphasising that the Convention is not a final document but a backbone or architectural framework upon which countries can collaboratively build further steps . He drew a parallel with the EU AI Act, noting that even that instrument requires many further exercises and steps at national and European level . Pakutinskas also offered a frank assessment of the existing landscape: there is already "a lot of soft regulation, really a lot of soft regulation. Too many, I think" , making the Convention's role as a common backbone of shared values all the more valuable . Crucially, he argued that the values underpinning the Convention - human rights, democracy, and the rule of law - are not complicated or contentious: "What are contradictions with your countries? Do you have really any contradictions here?" . This principle-based approach, he concluded, enables the flexibility and compromise necessary for broad participation .
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Making the Convention Attractive Across Diverse Legal Traditions
The moderator then turned to more practical questions about implementation and attractiveness for countries with different legal and institutional traditions . Imagawa responded by articulating a three-pillar framework. First, shared values: in advancing international cooperation, it is essential that all nations have a common foundation of values upon which they can rely, and the Convention provides this in a legally binding form . Second, flexibility: even where universal values are shared, how they are put into practice depends on each country's circumstances . He contrasted the EU's hard-law AI Act with Japan's reliance on soft-law guidelines, noting that this stems from Japan's distinct legal and cultural background and that "overly uniform institutional design risks making participation and implementation difficult for individual countries" . Third, interoperability: since AI operates across national borders, it is crucial that the systems and rules of different countries do not conflict, and that certifications and evaluations can be mutually recognised . Striking a balance between firmly establishing core elements and allowing flexibility in other areas is, in his view, the key to effective international legal framework design .
Schneider elaborated on the interoperability dimension from Switzerland's perspective, noting that Switzerland's system needs to be interoperable with the EU AI Act so that its people and companies are not impeded at national borders . The Convention helps achieve this not just within Europe but between Switzerland, Canada, Japan, and others - and interest is growing from Latin America and Africa as well . He also drew on the precedent of the Budapest Convention on Cybercrime, which has been signed by approximately 82 countries but involves well over 100 countries in cooperative frameworks . He anticipated the same dynamic for the Vilnius Convention: "the convention is a vehicle, but the community around it, the exchanges, the mutual learning is way bigger than just the ones that have already signed it" . This community extends beyond Strasbourg to Geneva and other institutions, including UNESCO and the OECD, where the practical question of turning legal commitments into reality is being actively pursued .
Schneider also introduced a concrete tool that extends the Convention's practical reach: the Huderia methodology, developed by the Council of Europe together with countries and stakeholders from around the world, including standardisation bodies and industry . Huderia - which, as Kloth explained, means risk and impact assessment from the perspective of human rights, democracy and the rule of law - provides a concrete methodology for risk and impact assessments that is useful regardless of whether a country has signed the Convention or what its legal basis is .
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Implementation Priorities: From Signature to Action
The moderator asked what governments should prioritise first when moving from signature to implementation . Kloth identified the obligation within the Convention for countries to assess the risks and impacts of AI systems on human rights, democracy, and the rule of law, and to mitigate any risks that arise . The Huderia methodology, endorsed by all 46 Council of Europe member states, provides an immediate and practical starting point for any country to begin this process today . He also highlighted the complementarity between Huderia and ISO/IEC technical standards, noting that a workshop held that morning had underlined this complementarity in the context of AI impact assessments in the real world . As a human rights lawyer himself, Kloth acknowledged the importance of bridging the gap between the human rights legal community and the technical standards world .
Frost described Canada's experience of aligning ratification with national strategy development, noting that the timing of Canada's AI strategy and the Vilnius Convention's implementation "is actually quite aligned" . She identified two dimensions of implementation: internationally, the Convention allows Canada to deepen partnerships with like-minded partners in Europe and beyond, building trust and sharing experiences in a complex landscape ; domestically, it is consistent with Canada's AI strategy for all, which is built around three priorities - building public trust, opening new opportunities, and affirming Canadian sovereignty . She also noted that the Convention can help counter collective security concerns arising from technology, including threats to human rights, gender equality, and democratic resilience . As Canada implements its new strategy, the Vilnius Convention's framework will inform both domestic and international dimensions of that work .
Pakutinskas reinforced the importance of community and exchange in implementation, recommending that countries share good and bad practices to help each other understand where they are struggling and how to solve problems . He argued that as more examples accumulate, it will become much easier for other countries to understand how to apply the Convention .
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The Convention's Long-Term Strategic Legacy
The moderator invited reflection on the Convention's broader strategic legacy for global AI governance . Pakutinskas argued that the Convention's value lies in its capacity to connect diverse countries and peoples around something unifying, given that purely local solutions are insufficient in a globally interconnected AI landscape . He acknowledged that different laws will inevitably exist across different cultures, religions, and legal systems, but the Convention provides the unifying framework upon which further steps can be built . It is not the final step, but a crucial starting point .
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Closing Recommendations: The Urgency of Ratification
The session concluded with each panellist offering a single priority recommendation for the coming year. Frost called for sustained advocacy, outreach, and the sharing of ideas to build broader support across regional groupings, helping other countries consider how to develop their AI strategies and legislation . Kloth was direct: the Council of Europe's immediate priority is for the Convention to enter into force, which requires five ratifications among Council of Europe member states . So far, only the EU has ratified - but this counts as a 28-party ratification given the EU's 27 member states . He expressed concern about a potential "catch-up bottleneck" for countries outside Europe that must wait until the Convention enters into force before they can sign, and urged signatories to act swiftly . All signatories present in the room were encouraged to work actively towards ratification and to invite other states to join .
Schneider echoed this urgency with notable candour. Noting that even in bilateral conversations with major industry actors such as Microsoft's Brad Smith, there remains a call for clear governance principles, he observed that the principles already exist - the Convention is there . He acknowledged that Switzerland's own direct democratic processes mean ratification is unlikely for some years, given Switzerland's direct democratic processes , but nonetheless urged everyone to ratify as soon as possible so that the Convention does not "just remain a paper that people know it's there, but it's not yet real" . The sooner the community formally convenes, the sooner countries will realise the Convention is real, usable, and implementable .
Imagawa recommended two complementary actions: utilising existing global dialogue platforms - including the UN Global Dialogue, ITU's AIFO group, and the Hiroshima Process Friends group - to share policy insights related to the Convention ; and collaborating with existing knowledge-sharing mechanisms such as the OECD AI Policy Toolkit, released the previous month, to deepen understanding and facilitate concrete policy development .
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Moderator's Conclusion
The moderator closed the session by thanking all panellists and the Vice Minister of Lithuania, and by distilling the session's core message: the Vilnius Convention is not merely a legal framework but an enabler of trusted and practical AI governance . Its success depends not only on signatures but absolutely on ratification, implementation, and the cultivation of a growing community of countries choosing to build trustworthy AI governance together . The moderator invited panellists to continue informal discussions with the audience following the session, given the time constraints that had prevented audience participation .
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Overall Assessment
The discussion was characterised by a high degree of consensus on the Convention's foundational importance, its global vocation, and the urgency of moving from signature to ratification and implementation. Underlying tensions - between binding legal obligations and soft-law flexibility , between the Convention as a complete instrument and as an evolving backbone , and between the proliferation of existing soft regulation and the need for a common framework - were present but not openly confrontational. The session's constructive and collaborative tone reflected a shared commitment among like-minded states to human-centred AI governance, while the frank acknowledgements of ratification delays and regulatory complexity added intellectual honesty to what might otherwise have been a purely ceremonial endorsement. The Convention's long-term legacy, all speakers agreed, will be determined not by the legal text alone but by the community of practice, mutual learning, and shared accountability that grows around it .
The Convention is the first legally binding international instrument governing AI grounded in human rights, democracy, and the rule of law, making it a landmark achievement - First legally binding AI treaty (Takuo Imagawa)
Arg. 1Imagawa emphasises that the Vilnius Convention, adopted in 2024, is of great significance as the first comprehensive legally binding international instrument governing AI. It is grounded in the core values of human rights, democracy, and the rule of law, and represents a pioneering initiative in international AI governance.
Imagawa explicitly described the Convention as 'the first comprehensive legally binding international instrument governing AI grounded in human rights, democracy, and the rule of law' , and expressed sincere respect to the Council of Europe and all collaborating countries for spearheading this initiative .
Three key factors make the Convention attractive: shared universal values as a common foundation, flexibility in implementation, and interoperability between different national systems - Three pillars of attractiveness (Takuo Imagawa)
Arg. 2Imagawa presents three perspectives that make the Convention both attractive and practical for countries with different legal traditions. These are: shared universal values as a common foundation, flexibility in how those values are implemented nationally, and interoperability to ensure that different national systems do not conflict with one another.
Imagawa illustrated the flexibility point by contrasting the EU's hard law approach through the AI Act with Japan's reliance on soft law guidelines, noting this stems from Japan's distinct legal and cultural background . He also stressed that interoperability is crucial because digital technologies including AI are utilised across national borders, making it difficult and potentially undesirable to manage them within a single country alone .
The Convention's shared values align with existing international frameworks such as the Hiroshima AI Process and the UN Global Dialogue on AI Governance, reinforcing mutual trust among signatory and non-signatory countries alike - Alignment with international frameworks (Takuo Imagawa)
Arg. 3Imagawa argues that the values enshrined in the Convention are universal and are already shared within other major international AI governance frameworks. This alignment means the Convention can serve as a foundation for confirming shared values and advancing AI governance based on mutual trust, even with non-signatory countries.
Imagawa noted that Japan has taken the lead in the Hiroshima AI Process and has been actively working to establish an international framework for safe, secure, and sustainable AI governance . He stated that the Convention's values are shared within the Hiroshima AI Process and the UN's Global Dialogue, and that the Convention 'serves as a foundation for confirming shared values with the signatory countries and advancing AI governance based on mutual trust' .
Implementation should leverage existing global dialogue platforms such as the UN Global Dialogue, ITU's AI for Good group, and the Hiroshima Process Friends group to share policy insights - Leveraging existing dialogue platforms (Takuo Imagawa)
Arg. 4Imagawa recommends that countries utilise existing international dialogue platforms to share insights and policy initiatives related to the Convention's implementation. This approach would help deepen understanding and facilitate concrete policy development without creating entirely new structures.
Imagawa specifically mentioned the UN Global Dialogue, ITU's AI for Good group, and the Hiroshima Process Friends group as valuable platforms for sharing insights regarding policy initiatives related to the Convention . He also highlighted the OECD AI Policy Toolkit, released the previous month, as a practical tool providing guidance for policymakers implementing AI strategies, including a semantic search function to identify practical policy examples .
Collaboration with existing knowledge-sharing mechanisms such as the OECD AI Policy Toolkit will deepen understanding of the Convention and facilitate concrete policy development across countries - Collaboration with knowledge-sharing tools (Takuo Imagawa)
Arg. 5Imagawa argues that collaborating with established knowledge-sharing mechanisms will help countries better understand and implement the Convention. Tools like the OECD AI Policy Toolkit provide practical support and guidance that can complement the Convention's framework.
Imagawa referenced the OECD AI Policy Toolkit, which was released the previous month, as providing practical support and guidance for policymakers implementing AI strategies . He noted that policymakers can use its semantic search function to identify practical policy examples and guidelines, and that such collaboration would deepen understanding of the Convention and facilitate concrete policy development .
The Convention fills a critical gap by ensuring that existing legal frameworks, particularly human rights protections, apply specifically to AI, complementing rather than replacing other governance instruments - Filling the governance gap (Thomas Schneider)
Arg. 1Schneider argues that while there are many existing governance instruments — technical standards, legal norms, and societal norms — what was missing was a binding legal instrument specifically ensuring that existing human rights frameworks apply to AI. The Convention fills this gap without replacing broader legal instruments.
Schneider drew an analogy with how other technologies are governed through a mix of hundreds or thousands of technical, legal, and societal norms, using the example of engines from the first industrial revolution . He noted that institutions such as ITU, ISO, and IEEE develop technical standards, and that UNESCO and OECD have developed soft instruments, but that 'what we did not have so far is a binding legal instrument' that ensures the existing legal framework applies to AI .
The Convention helps ensure interoperability not just within Europe but globally, between countries such as Switzerland, Canada, and Japan, and is attracting interest from Latin America and Africa - Global interoperability (Thomas Schneider)
Arg. 2Schneider highlights that the Convention's value extends beyond Europe, helping to ensure that national AI governance systems are interoperable with one another across different regions. He notes growing interest from Latin America and Africa, suggesting the Convention's global reach is expanding.
Schneider noted that Switzerland's system needs to be interoperable with the EU AI Act so that people and companies are not stopped at borders , and that the Convention helps achieve this not just between neighbouring European countries but also between Switzerland, Canada, Japan, and others . He also mentioned that more countries from Latin America and Africa are interested in becoming part of this community .
The Convention is part of a growing mix of technical, legal, and societal instruments, and should be understood as one component of a comprehensive governance ecosystem rather than a standalone solution - Part of a governance ecosystem (Thomas Schneider)
Arg. 3Schneider emphasises that AI governance requires a combination of technical standards, legal norms, and societal norms, and that the Convention is one important component within this broader ecosystem. It builds on everything else but does not replace other instruments.
Schneider described how governing technologies normally involves a mix of hundreds or thousands of technical, legal, and societal norms, citing the example of engines from the first industrial revolution as an analogy . He concluded that the Convention is 'a part of a growing mix of instruments of technical, legal and societal laws' , not a standalone solution.
The Convention must enter into force — requiring five ratifications — as soon as possible so that it becomes a real, operational community rather than remaining a paper commitment - Urgency of ratification (Thomas Schneider)
Arg. 4Schneider stresses the urgency of achieving the ratifications needed for the Convention to enter into force, arguing that until it does, it risks remaining merely a paper commitment. Once operational, the community around it will make it real and usable.
Schneider acknowledged that Switzerland's own ratification process would likely not be completed until around 2028 due to its direct democratic processes . He argued that it is important for the Convention to be ratified and enter into force so that 'it doesn't just remain a paper that people know it's there, but it's not yet real' , and encouraged everyone to ratify as soon as possible .
The Convention's legacy will depend on building a community of practice around it, similar to the Budapest Convention on Cybercrime, where mutual learning and cooperation extend well beyond formal signatories - Building a community of practice (Thomas Schneider)
Arg. 5Schneider argues that the Convention's long-term impact will be determined not just by its formal signatories but by the broader community of practice that develops around it. He draws a parallel with the Budapest Convention on Cybercrime, which has fostered cooperation with far more countries than have formally signed it.
Schneider cited the Budapest Convention on Cybercrime as a precedent, noting it has been signed by approximately 82 countries but that cooperation around it involves well over 100 countries . He also highlighted the Huderia methodology - a risk and impact assessment tool developed by the Council of Europe together with countries and stakeholders from around the world - as a concrete instrument that any country can use regardless of whether they have signed the Convention .
The Convention's legally binding nature, combined with its framework flexibility, is its greatest strength compared to other AI governance initiatives - Legally binding yet flexible (Matthias Kloth)
Arg. 1Kloth argues that the Convention's particular strength lies in its legally binding character, which distinguishes it from the many other AI governance initiatives. At the same time, its framework nature provides states with the flexibility they need to implement it in ways suited to their own contexts.
Kloth aligned himself with Schneider's view on the legally binding nature being the key distinguishing feature , and stressed the importance of the word 'framework' because it provides flexibility for states . He noted that the Convention 'delivers principles, and if those principles are actually applied, then the existing human rights treaties work perfectly also for a world in which AI all of a sudden has disappeared' .
The Convention has a global vocation, allowing all like-minded states to join, and already has nearly 50 countries on board when accounting for the EU's 27 member states, representing almost a quarter of all states - Global reach and participation (Matthias Kloth)
Arg. 2Kloth highlights that the Convention is not limited to Council of Europe member states but has a global vocation, welcoming all like-minded states. When accounting for the EU's 27 member states signing as a bloc, the Convention already has the backing of nearly 50 countries, representing almost a quarter of all states worldwide.
Kloth noted that the Convention currently has 21 signatories, but that one of them is the European Union signing on behalf of its 27 member states, bringing the total to almost 50 countries . He pointed out that all G7 states are on board , and that Japan and Canada were actively involved in the negotiations and have already signed .
The Convention complements technical standards such as ISO/IEC norms, and the Huderia methodology bridges the gap between human rights frameworks and technical standards for risk assessment - Bridging legal and technical standards (Matthias Kloth)
Arg. 3Kloth argues that the Convention works in complementarity with technical standards, and that the Huderia methodology serves as a practical bridge between human rights frameworks and technical standards for AI risk assessment. This interoperability between legal and technical instruments is essential for effective implementation.
Kloth, identifying himself as a human rights lawyer who finds technical standards difficult to understand, stressed the importance of the Huderia methodology working well with ISO IEC standards . He referenced a workshop held that morning on AI impact assessments in the real world, where the complementarity between Huderia and technical standards was underlined .
Governments should prioritise conducting risk and impact assessments of AI systems on human rights, democracy, and the rule of law, using tools such as the Huderia methodology as an immediate starting point - Prioritising risk and impact assessment (Matthias Kloth)
Arg. 4Kloth recommends that governments moving from signature to implementation should prioritise conducting risk and impact assessments of AI systems. The Huderia methodology, endorsed by all 46 Council of Europe member states, provides an immediate and practical starting point for any country.
Kloth noted that the Convention includes an obligation for countries to assess the risks and impacts of AI systems on human rights, democracy, and the rule of law, and to mitigate any risks that arise . He highlighted that the Huderia methodology - which stands for risk and impact assessment from the perspective of human rights, democracy, and the rule of law - was endorsed by all 46 Council of Europe member states and represents something 'where even today any country can start' .
Achieving five ratifications in the coming year to allow the Convention to enter into force and establish the Conference of Parties is the Council of Europe's immediate priority - Five ratifications as immediate goal (Matthias Kloth)
Arg. 5Kloth identifies the Council of Europe's most immediate priority as achieving the five ratifications needed for the Convention to enter into force. This would allow the establishment of the Conference of Parties, the body that will oversee implementation and create a real operational community.
Kloth explained that five ratifications are needed, of which three must be Council of Europe member states, and that so far only the European Union has ratified - though this effectively represents 28 parties . He expressed hope that the Convention would enter into force in the course of the next year so that the Conference of Parties could be established and a 'new chapter in global AI governance with trust' could begin .
The Convention's broader strategic value lies in creating a global community of trusted AI governance that protects human rights, with the potential to grow significantly as more countries ratify and implement it - Global community of trusted AI (Matthias Kloth)
Arg. 6Kloth argues that the Convention's most important long-term legacy is the creation of a global community of trusted AI governance centred on human rights protection. As more countries ratify and implement it, this community will grow and deepen its impact.
Kloth stated that 'like-minded states outside of Europe should see that this Vilnius Convention creates the global community of trusted AI that protects human rights' . He also noted growing interest from countries outside Europe in signing and ratifying the Convention, and expressed concern about a potential 'catch-up bottle effect' if ratification is delayed .
The Convention offers a rights-based approach to AI governance while providing states with flexibility to grow their AI industries and accommodate diverse legal and political systems - Rights-based with regulatory flexibility (Gillian Frost)
Arg. 1Frost describes the Convention as a landmark treaty that balances a rights-based approach to AI governance with the flexibility states need to develop their AI industries. This combination makes it suitable for countries with diverse legal and political systems.
Frost described the Convention as offering 'a rights-based approach to AI governance, but at the same time provides states with flexibility to grow our AI industries while accommodating our diverse legal and political systems' . She also noted that with the rapid development of AI, it is essential not to lose sight of ensuring responsible adoption in full respect of human rights .
The Convention unites states from different regions around shared values of human rights and democracy, while recognising and preserving regulatory diversity, building mutual trust - Uniting diversity through shared values (Gillian Frost)
Arg. 2Frost argues that the Convention's strength lies in its ability to unite states from different regions around shared values while simultaneously recognising and preserving their regulatory diversity. This approach builds mutual trust among states without requiring uniformity.
Frost stated that 'the treaty can unite states from different regions around shared values of human rights and democracy, or at the same time recognize and preserve regulatory diversity' . She echoed her Japanese colleague's view that the Convention is 'very much a foundation of shared values and is a foundation to advance mutual trust among states' .
The Convention is consistent with and reinforces Canada's own national AI strategy, which is built around building public trust, opening new opportunities, and affirming Canadian sovereignty - Alignment with national strategies (Gillian Frost)
Arg. 3Frost highlights that the Convention aligns closely with Canada's own national AI strategy, which was launched approximately a month before the discussion. Both the Convention and Canada's strategy share the same core objectives of responsible AI adoption, human rights protection, and building public trust.
Frost noted that Canada's AI strategy, launched about a month prior by the Minister for AI and Digital Innovation, strives for economic and social opportunities that AI can provide to all Canadians while advancing AI safely and transparently in a way that reflects Canadian values . She described Canada's strategy as built around three priorities: building public trust, opening new opportunities, and affirming Canadian sovereignty .
Ratification and implementation should be aligned with national AI strategies, and Canada's experience shows that the timing of the Convention and domestic strategy development can be mutually reinforcing - Aligning ratification with national strategy (Gillian Frost)
Arg. 4Frost argues that the timing of ratification and implementation of the Convention can be aligned with the development of national AI strategies, creating a mutually reinforcing dynamic. Canada's experience demonstrates that domestic strategy development and international treaty commitments can proceed in parallel.
Frost observed that 'the timing of our AI strategy and implementation and ratification of the Vilnius Convention is actually quite aligned' , suggesting this alignment may not have been planned but works well in practice. She noted that as Canada implements its new strategy, it will be about implementing elements of existing frameworks including the Vilnius Convention, applying them through both a domestic and international lens .
The Convention's legacy will be strengthened through outreach to developing countries, enriching capacity-building efforts and advancing the goals of the UN Global Digital Compact - Outreach to developing countries (Gillian Frost)
Arg. 5Frost argues that as more states ratify the Convention, it will become a rich source of experience and best practice that can support outreach to developing countries. This capacity-building dimension will also help advance the goals of the UN Global Digital Compact.
Frost stated that as different states ratify the Convention, 'the treaty will gradually become a rich source of experience and best practice on governing AI across sectors within different national contexts' . She suggested this could support the Council of Europe's outreach to developing countries and enrich its capacity-building efforts, thereby advancing the goals of the UN Global Digital Compact to address AI .
The Convention serves as a backbone or architectural foundation for AI regulation, not a final document, allowing countries to build upon shared values collaboratively - Backbone for collaborative regulation (Paulius Pakutinskas)
Arg. 1Pakutinskas emphasises that the Convention should be understood as an architectural backbone rather than a final, complete regulatory document. It creates a framework upon which countries can collaboratively build further regulation, giving them a voice in the ongoing process.
Pakutinskas described the Convention as 'not like final document, it's a backbone, it's architectural architecture and we can create together' . He drew a parallel with the EU AI Act, noting that even that legislation requires many further steps and exercises at national and European level , reinforcing the idea that the Convention is a starting point rather than an endpoint.
The values underpinning the Convention — human rights, democracy, and rule of law — are simple and broadly compatible with most countries' existing principles, reducing barriers to participation - Universal and accessible values (Paulius Pakutinskas)
Arg. 2Pakutinskas argues that the Convention's foundational values are not complex or contentious but are simple and widely shared, making them broadly compatible with most countries' existing principles. This simplicity reduces barriers to participation and makes the Convention accessible to a wide range of countries.
Pakutinskas stated that 'these values are not something very complicated. It's very simple values. It's human rights, democracy, rule of law' , and challenged the audience to consider what contradictions their countries might have with these values . He noted that because the Convention is based on principles rather than specific details, it allows for flexibility and compromise .
There is an excess of soft regulation globally, and the Convention provides a valuable common backbone of principles to guide the development of national laws without being overly prescriptive - Backbone amid proliferation of soft law (Paulius Pakutinskas)
Arg. 3Pakutinskas observes that there is already an overabundance of soft regulation globally, which can be confusing for countries trying to develop their own laws. The Convention provides a valuable common backbone of principles that can guide national law development without being overly prescriptive or adding to the confusion.
Pakutinskas noted that when talking with different stakeholders and countries, 'we have a lot of soft regulation, really a lot of soft regulation. Too many, I think' , and that countries need to use multiple sources to create their own laws . He described the Convention as 'a good tool to have some backbone on the same values' .
Exchanging good and bad practices among member states will be essential to helping other countries understand how to implement the Convention effectively and build on its framework - Sharing implementation experiences (Paulius Pakutinskas)
Arg. 4Pakutinskas recommends that the most important next step is for countries to exchange both good and bad practices with one another. This mutual sharing of experiences will help other countries understand how to implement the Convention and will make it easier for new countries to join.
Pakutinskas recommended that countries should 'exchange our good and bad practices just to help each other' and 'to see where you are struggling and just to help, to see how to solve it' . He argued that when more examples - both good and bad - are available, 'it will be much easier for other countries to understand how to' implement the Convention .
Lithuania sees the Convention as providing strong foundations aligned with its own national AI strategy, enabling digital transformation anchored in democratic values - National alignment with Convention (Darius Zajilskas)
Arg. 1Zajilskas presents Lithuania's perspective that the Vilnius Convention provides strong foundations that are directly reflected in Lithuania's own national AI strategy adopted in the same year. He frames AI governance as essential to ensuring that digital transformation remains anchored in democratic values and human dignity.
Zajilskas stated that 'the Williams Convention provides strong foundations, and the same approach is reflected in the AI strategy which we adopted this year' . He also highlighted Lithuania's role in digital transformation, including the installation of secure digital identity and data-driven services , and described AI as a key part of the country's digital transformation vision .
The Vilnius Convention is uniquely important because it moves the global conversation beyond principles alone, providing countries with a common legal framework they can implement - Beyond principles to implementation (Moderator)
Arg. 1The Moderator argues that while almost every international organisation is discussing AI governance, the Vilnius Convention stands out because it provides a concrete, implementable legal framework rather than merely articulating principles. The next challenge is therefore to broaden participation and translate commitments into action.
The Moderator stated that 'the Vilnius Convention is important because it moves the global conversation beyond principles alone' and that 'what makes the Vilnius Convention unique is that it provides countries with a common legal framework that they can implement' . She further noted that 'the next challenge is not only to discuss principles, but also to broaden participation and translate commitments into action' .
The Convention can help countries with different legal and institutional traditions build trustworthy AI governance frameworks, supporting responsible innovation while protecting fundamental freedoms - Inclusive governance across traditions (Moderator)
Arg. 2The Moderator frames the Convention as a practical tool that addresses how countries with diverse legal and institutional backgrounds can build trustworthy AI governance. She emphasises that the Convention simultaneously supports responsible innovation and protects fundamental freedoms.
The Moderator stated that the session would address 'practical questions about how the Vilnius Convention contributes to AI governance, supports responsible innovation, and protects fundamental freedoms' , and 'can help countries with different legal and institutional traditions to build trustworthy AI governance framework' .
AI governance must enable innovation while ensuring that technology remains firmly anchored in democratic values and human dignity - Innovation anchored in democratic values (Moderator)
Arg. 3The Moderator underlines that the dual imperative of AI governance is to enable innovation on the one hand and to ensure technology remains grounded in democratic values and human dignity on the other. This framing positions the Convention as a vehicle for achieving both objectives simultaneously.
The Moderator summarised Lithuania's opening perspective by 'underlining that AI governance must enable innovation while ensuring that technology remains firmly anchored in democratic values and human dignity' .
Although the Vilnius Convention was developed by the Council of Europe, it is genuinely a global convention that all countries around the world can and should join - Global nature of the Convention (Moderator)
Arg. 4The Moderator emphasises that despite its origins within the Council of Europe, the Vilnius Convention is not a regional instrument but a global one, open to all countries. She expresses confidence that the discussion will encourage broader participation from countries worldwide.
The Moderator stated that 'although this is Council of Europe's convention, but it's definitely global convention. We are all the countries around the world joins, can join, and I really believe that our discussion today will encourage to join this convention' .
Developing countries should also be encouraged to join the Convention and use it as a legal framework for their national AI governance systems, sharing values across different aspects of AI development and deployment - Inclusion of developing countries (Moderator)
Arg. 5The Moderator highlights the importance of extending the Convention's reach to developing countries, framing it as a legal framework that can serve their national AI governance needs. She connects this to the broader goal of sharing values across the full spectrum of AI development and deployment.
The Moderator noted the importance of 'all countries around the world, including developing countries and the possible interest of developing countries also to join the Convention, to use the Convention as a legal framework for their own national systems' , and to 'join the shared values across the different aspects of AI development and deployment' .
The Convention is a foundation based on shared values of human rights, democracy, and rule of law that can be implemented flexibly across different countries, making it accessible even to non-technical readers - Accessible and flexible foundation (Moderator)
Arg. 6The Moderator, speaking from her own experience as a diplomat rather than a technical expert, argues that the Convention is written in a way that is comprehensible to non-specialists. Its foundation in shared values and its flexible implementation model make it broadly accessible and applicable.
The Moderator shared her personal experience, noting that 'I am a diplomat, I am not a technical person but I have read the convention and I have to say that I understood everything, almost everything' , and that she was 'very happy to learn that indeed the convention is the foundation based on shared values on human rights, on democracy on rules of law and can be implemented in flexible way in different countries' .
The long-term success of the Convention depends not only on signatures but on ratification, implementation, and the growth of a community of countries committed to building trustworthy AI governance together - Success through community and implementation (Moderator)
Arg. 7The Moderator concludes that the Convention's ultimate success is contingent on moving beyond signatures to actual ratification and implementation, and on building a growing community of countries that choose to govern AI in a trustworthy manner together. Signatures alone are insufficient.
The Moderator concluded the session by stating that 'the success ultimately depends not only on signatures but absolutely on ratification, on implementation, and growing community of countries choosing to build trustworthy AI governance together' , and encouraged all signatories present to work for ratification in order to invite other states to join .
Innovation ultimately depends on trust, and the Convention helps build that trust by providing a shared legal foundation for AI governance - Trust as the foundation of innovation (Moderator)
Arg. 8The Moderator argues that trust is the essential precondition for innovation, and that the Convention contributes to building this trust by establishing a shared legal foundation for AI governance. This framing connects the Convention's human rights focus directly to its role in enabling responsible innovation.
The Moderator posed the question of 'the innovation ultimately depends on trust. So how the convention helps to build that' when introducing the final round of questions to panellists, framing trust-building as central to the Convention's strategic legacy.
Session Knowledge Graph
Speakers · Topics · Arguments · Relationships
All speakers agreed that the Convention's legally binding character sets it apart from the many existing soft law instruments and principles-based frameworks. Imagawa described it as 'the first comprehensive legally binding international instrument governing AI grounded in human rights, democracy, and the rule of law' . Schneider identified the precise gap it fills: 'what we did not have so far is a binding legal instrument' ensuring existing human rights frameworks apply to AI . Kloth aligned with Schneider, stating that 'the particular strength compared to all the other AI governance initiatives we see is the legally binding nature of the framework convention' . Frost described it as 'a landmark treaty that offers a rights-based approach to AI governance' . The Moderator framed this from the outset, noting the Convention 'moves the global conversation beyond principles alone' and 'provides countries with a common legal framework that they can implement' .
First legally binding AI treaty (Takuo Imagawa)
Filling the governance gap (Thomas Schneider)
Legally binding yet flexible (Matthias Kloth)
Rights-based with regulatory flexibility (Gillian Frost)
Beyond principles to implementation (Moderator)
Speakers consistently emphasised that the Convention's framework nature, which allows flexibility in implementation, is critical to its global appeal. Imagawa highlighted flexibility as one of three key pillars, noting that 'even if we share universal values, how those values are put into practice depends largely on circumstances of each country' , contrasting the EU's hard law AI Act with Japan's soft law approach . Kloth stressed 'the word framework because it does actually provide flexibility for states' . Frost noted the Convention 'provides states with flexibility to grow our AI industries while accommodating our diverse legal and political systems' . Pakutinskas argued that because the Convention is 'based on principles rather than specific details', it allows for 'flexibility and compromises' . The Moderator confirmed from personal experience that the Convention 'can be implemented in flexible way in different countries' .
Three pillars of attractiveness (Takuo Imagawa)
Legally binding yet flexible (Matthias Kloth)
Rights-based with regulatory flexibility (Gillian Frost)
Universal and accessible values (Paulius Pakutinskas)
Accessible and flexible foundation (Moderator)
Every speaker affirmed that the Convention's grounding in human rights, democracy, and the rule of law constitutes its core strength and the basis for international cooperation. Imagawa stated that 'shared values that serve as its foundation are indispensable' for effective international cooperation and that the Convention 'serves as a foundation for confirming shared values with the signatory countries and advancing AI governance based on mutual trust' . Schneider identified the Convention's purpose as ensuring 'the same level of protection is applied to this technology' as to others under existing human rights frameworks . Frost stated the Convention 'can unite states from different regions around shared values of human rights and democracy' and echoed that it is 'very much a foundation of shared values and is a foundation to advance mutual trust among states' . Pakutinskas argued these values are 'not something very complicated. It's very simple values. It's human rights, democracy, rule of law' . Zajilskas confirmed that 'the Williams Convention provides strong foundations, and the same approach is reflected in the AI strategy which we adopted this year' .
Alignment with international frameworks (Takuo Imagawa)
Filling the governance gap (Thomas Schneider)
Legally binding yet flexible (Matthias Kloth)
Uniting diversity through shared values (Gillian Frost)
Universal and accessible values (Paulius Pakutinskas)
National alignment with Convention (Darius Zajilskas)
Several speakers converged on the view that the Convention complements rather than replaces other governance instruments. Schneider described it as 'a part of a growing mix of instruments of technical, legal and societal laws' , drawing an analogy with how other technologies are governed through hundreds or thousands of norms . Kloth stressed the Convention's complementarity with technical standards such as ISO/IEC norms, noting the importance of the Huderia methodology working well with these standards . Pakutinskas observed that there is already 'a lot of soft regulation, really a lot of soft regulation. Too many, I think' , and described the Convention as 'a good tool to have some backbone on the same values' amid this proliferation .
Part of a governance ecosystem (Thomas Schneider)
Bridging legal and technical standards (Matthias Kloth)
Backbone amid proliferation of soft law (Paulius Pakutinskas)
Schneider, Kloth, and the Moderator all emphasised that achieving ratification and entry into force is the most pressing next step. Kloth explained that 'five ratifications are needed amongst the three Council of Europe member states' and expressed the wish that 'we achieve the five ratifications and then the convention enters into force to start a really new chapter in global AI governance with trust' . Schneider argued that 'it is important that it is being ratified and enters into force so that it doesn't just remain a paper that people know it's there, but it's not yet real' , and encouraged 'everyone to ratify as soon as you can' . The Moderator concluded by encouraging 'all signatories of the convention present in the room to come back and please work for ratification of the convention' and affirmed that 'the success ultimately depends not only on signatures but absolutely on ratification, on implementation, and growing community of countries' .
Urgency of ratification (Thomas Schneider)
Five ratifications as immediate goal (Matthias Kloth)
Success through community and implementation (Moderator)
Multiple speakers stressed that the Convention's long-term impact depends on the community built around it, not merely on formal signatures. Schneider drew on the precedent of the Budapest Convention on Cybercrime, noting that cooperation around it involves 'way more than 100 countries' beyond the approximately 82 signatories , and expected 'the same to happen here that the convention is a vehicle, but the community around it, the exchanges, the mutual learning is way bigger than just the ones that have already signed it' . Kloth stated that 'like-minded states outside of Europe should see that this Vilnius Convention creates the global community of trusted AI that protects human rights' . Frost argued that as states ratify, 'the treaty will gradually become a rich source of experience and best practice on governing AI across sectors within different national contexts' . Pakutinskas recommended that countries 'exchange our good and bad practices just to help each other' and 'to see where you are struggling and just to help, to see how to solve it' .
Building a community of practice (Thomas Schneider)
Global community of trusted AI (Matthias Kloth)
Outreach to developing countries (Gillian Frost)
Sharing implementation experiences (Paulius Pakutinskas)
Both Imagawa and Frost, representing non-European observer states that participated in the negotiations and signed the Convention, independently emphasised that the Convention's shared values serve as a foundation for mutual trust among states. Imagawa stated the Convention 'serves as a foundation for confirming shared values with the signatory countries and advancing AI governance based on mutual trust' . Frost echoed this almost verbatim, stating it is 'very much a foundation of shared values and is a foundation to advance mutual trust among states' . Both also highlighted that the Convention accommodates their countries' distinct regulatory approaches — Japan's soft law tradition and Canada's diverse legal and political systems — while maintaining common values. Both Schneider and Kloth, as architects and institutional representatives of the Convention respectively, shared a strong focus on the Budapest Convention on Cybercrime as a model for how the Vilnius Convention community could grow. Kloth explicitly named the Budapest Convention as a precedent for naming conventions after their signing location , while Schneider cited it as evidence that cooperation can extend well beyond formal signatories, noting it has been signed by approximately 82 countries but involves 'way more than 100 countries' in cooperation . Both also stressed the urgency of ratification: Kloth called for five ratifications in the coming year , while Schneider urged everyone to 'ratify as soon as you can' . Imagawa, Kloth, and Schneider all highlighted interoperability as a key practical value of the Convention. Imagawa identified interoperability as one of three essential pillars, arguing that 'it is crucial that the systems and rules of different countries do not conflict with one another, and are to some extent consistent' . Schneider noted that Switzerland's system 'needs to be interoperable with the AI Act so that our people, our companies, the world will not stop at our borders' , and that the Convention helps achieve this not just within Europe but between Switzerland, Canada, Japan, and others . Kloth reinforced this by highlighting the Huderia methodology's compatibility with ISO/IEC standards as a practical bridge between legal and technical frameworks . Both Frost and Pakutinskas emphasised the importance of sharing experiences and knowledge to help other countries, particularly those with less capacity, to implement the Convention. Frost argued that as states ratify, the treaty will become 'a rich source of experience and best practice on governing AI across sectors within different national contexts' , supporting the Council of Europe's outreach to developing countries and advancing the goals of the UN Global Digital Compact . Pakutinskas similarly recommended exchanging 'good and bad practices just to help each other' and argued that 'when we'll have more examples, good and bad examples, I think it will be much easier for other countries to understand how to' implement the Convention . Both Zajilskas and Frost highlighted the alignment between the Vilnius Convention and their respective countries' national AI strategies. Zajilskas stated that 'the Williams Convention provides strong foundations, and the same approach is reflected in the AI strategy which we adopted this year' . Frost similarly observed that 'the timing of our AI strategy and implementation and ratification of the Vilnius Convention is actually quite aligned' , and that as Canada implements its new strategy, it will be about implementing elements of existing frameworks including the Vilnius Convention through both domestic and international lenses . Both framed the Convention not as an external imposition but as consistent with and reinforcing of domestic policy directions.
It might have been expected that representatives from countries with strong soft law traditions or distinct regulatory cultures would express reservations about a legally binding treaty. Instead, Imagawa, whose country relies 'primarily on soft law centered on the guidelines' , enthusiastically endorsed the Convention, arguing that its flexibility accommodates Japan's distinct legal and cultural background . Frost, representing Canada with its diverse legal and political systems, described the Convention as a 'landmark treaty' fully consistent with Canadian values . Pakutinskas, from an academic perspective, argued that the Convention's simple, principle-based values - 'human rights, democracy, rule of law' - are broadly compatible with most countries' existing principles, challenging the audience to identify any real contradictions . This consensus across very different national contexts was notably strong.
There was an unexpected degree of candour and consensus about the limitations of the existing landscape of soft law and principles. Schneider identified the precise gap: 'what we did not have so far is a binding legal instrument' . Pakutinskas was even more direct, stating 'we have a lot of soft regulation, really a lot of soft regulation. Too many, I think' . The Moderator framed the Convention's value from the outset as moving 'the global conversation beyond principles alone' . Even Schneider, in his closing remarks, noted that people are 'still looking like, yeah, we need clear guidance' and 'we need to set a principle. Well, we actually have the principles' , suggesting frustration with the endless search for more principles when the Convention already provides them. This frank acknowledgement of soft law fatigue across government, institutional, and academic perspectives was notably candid.
It might have been expected that non-European countries would view a Council of Europe instrument with some scepticism or as primarily a European affair. Instead, Japan and Canada - both non-European observer states - were 'actively involved in the negotiations and have already signed the convention' . Imagawa expressed 'sincere respect to the Council of Europe and to all the countries that have collaborated on its development' and positioned the Convention as aligned with Japan's own Hiroshima AI Process . Frost described it as 'a landmark treaty' fully consistent with Canadian values and strategy . Kloth confirmed this global vocation, noting that the Convention 'creates the global community of trusted AI that protects human rights' and that all G7 states are on board . The depth of non-European ownership over what is formally a Council of Europe instrument was a notable area of consensus.
Both Schneider and Kloth converged on the Huderia methodology as a concrete, immediately usable tool that extends the Convention's practical reach beyond its formal signatories. This was somewhat unexpected given that the discussion focused primarily on the Convention as a legal instrument. Schneider described Huderia as 'a concrete methodology on how to actually develop and create risk assessment and impact assessment mechanisms, which no matter what your legal basis is or whether you're a part of the Council of Europe convention or not, you will have to somehow be able to assess risks' . Kloth confirmed it was 'endorsed by all 46 member states of the Council of Europe' and represents something 'where even today any country can start' . The consensus that a practical tool - not just the legal text - is available immediately to all countries was a pragmatic and somewhat unexpected emphasis.
The discussion revealed an exceptionally high level of consensus across all speakers on the core significance, value, and direction of the Vilnius Convention. All speakers agreed that the Convention's legally binding nature is its defining contribution to global AI governance, distinguishing it from the proliferation of soft law instruments. All agreed that its framework flexibility is essential for broad participation across diverse legal traditions. All affirmed that human rights, democracy, and the rule of law constitute the appropriate and broadly acceptable shared values foundation. There was strong consensus on the urgency of ratification and the importance of building a community of practice around the Convention, with the Budapest Convention on Cybercrime cited as a successful precedent. Speakers also converged on the Convention's genuinely global vocation, the importance of outreach to developing countries, and the value of aligning national AI strategies with the Convention's framework. The only notable divergence was in emphasis: some speakers (Schneider, Kloth) focused more on institutional and procedural dimensions, while others (Imagawa, Frost) emphasised national implementation and alignment with domestic strategies, and Pakutinskas brought an academic perspective on the Convention as a backbone amid excessive soft law.
Imagawa explicitly contrasts Japan's reliance on soft law guidelines with the EU's hard law AI Act, arguing that the Convention must accommodate countries with different legal and cultural backgrounds and that 'overly uniform institutional design risks making participation and implementation difficult for individual countries' . He presents flexibility as one of three essential pillars for attractiveness. By contrast, Schneider and Kloth both identify the legally binding nature of the Convention as its single most important distinguishing feature compared to all other AI governance initiatives . Kloth stresses that the word 'framework' provides flexibility, but the binding character is what fills the governance gap . This reflects a genuine tension between those who see binding legal obligations as the Convention's core value and those who prioritise flexibility and soft law compatibility.
Three pillars of attractiveness (Takuo Imagawa)
Filling the governance gap (Thomas Schneider)
Legally binding yet flexible (Matthias Kloth)
Pakutinskas explicitly states that there is already 'a lot of soft regulation, really a lot of soft regulation. Too many, I think' , framing the proliferation of soft instruments as a problem that the Convention helps address by providing a common backbone. Schneider, by contrast, presents the existing ecosystem of soft instruments from UNESCO, OECD, and others as a positive foundation upon which the Convention builds , describing the Convention as 'a part of a growing mix of instruments' rather than a corrective to excess. Imagawa similarly treats the OECD AI Policy Toolkit and other existing mechanisms as valuable collaborative tools , not as part of an overcrowded landscape. This reflects a difference in how speakers assess the current state of global AI governance soft law.
Backbone amid proliferation of soft law (Paulius Pakutinskas)
Part of a governance ecosystem (Thomas Schneider)
Collaboration with knowledge-sharing tools (Takuo Imagawa)
Pakutinskas explicitly argues that the Convention is 'not like final document, it's a backbone, it's architectural architecture and we can create together' , and reinforces this by noting that even the EU AI Act requires many further steps . He frames the Convention as a starting point for ongoing collaborative development. Kloth and Schneider, however, emphasise the Convention's binding legal force and the urgency of ratification so that it becomes 'real' and operational . Schneider argues that people should stop waiting for 'other principles and more principles and more principles' because 'we have it. We can implement it' , suggesting the Convention is sufficiently complete to act upon now rather than being merely a foundation for further development.
Backbone for collaborative regulation (Paulius Pakutinskas)
Legally binding yet flexible (Matthias Kloth)
Urgency of ratification (Thomas Schneider)
It is unexpected that Schneider, one of the architects of the Convention and a strong advocate for urgent ratification, openly acknowledges that Switzerland itself will likely not be able to ratify until around 2028 due to its direct democratic processes . This creates an implicit tension with Kloth's call for five ratifications within the coming year and with Schneider's own exhortation that 'we have it. We can implement it' and his encouragement for 'everyone to ratify as soon as you can' . The fact that one of the Convention's principal architects cannot ratify it for several years, while simultaneously urging others to do so quickly, is an unexpected internal inconsistency that was not challenged by other panellists.
In a session designed to celebrate and promote the Vilnius Convention, it is unexpected that Pakutinskas raises the concern that there is already 'too many' soft regulations , implying that adding yet another instrument - even a binding one - risks contributing to the confusion rather than resolving it. While he ultimately supports the Convention as a 'backbone' , his framing suggests scepticism about whether the global community can effectively use yet another governance document, even a legally binding one. This contrasts with the uniformly positive framing of other panellists, particularly Schneider who presents the existing ecosystem positively and Kloth who expresses immense pride in the Convention . Pakutinskas's concern about regulatory overload was not directly addressed by other speakers.
In a session where the Convention's legally binding nature is repeatedly identified as its most important distinguishing feature , it is unexpected that Imagawa - a signatory country representative - frames Japan's soft law approach as equally legitimate and argues that 'overly uniform institutional design risks making participation and implementation difficult for individual countries' . This implicitly questions whether the binding legal character is as universally attractive as Schneider and Kloth suggest. Imagawa presents flexibility as one of three essential pillars , effectively placing it on equal footing with shared values and interoperability, rather than treating the binding legal character as the primary value-add. This tension between the Convention's binding nature and the need to accommodate soft law traditions was not explicitly resolved in the discussion.
The discussion is characterised by a high degree of surface-level consensus but contains meaningful underlying tensions. All speakers support the Vilnius Convention and agree on its foundational values of human rights, democracy, and rule of law. The main areas of disagreement concern: (1) the relative importance of the Convention's binding legal character versus its flexibility for soft law traditions ; (2) whether existing soft regulation is a positive foundation or an overcrowded landscape ; (3) whether the Convention is sufficiently complete to implement now or is primarily an evolving architectural backbone ; and (4) what practical steps should be prioritised in the coming year, with different speakers emphasising ratification , leveraging existing platforms , aligning with national strategies , or sharing implementation experiences . An unexpected tension arises from Switzerland's own ratification timeline undermining the urgency argument made by its representative.
All speakers agree that the Convention's foundation in shared values of human rights, democracy, and rule of law is essential and broadly compatible with diverse national contexts . However, they differ on how much flexibility is needed in implementation. Imagawa stresses that flexibility is one of three essential pillars and that Japan's soft law approach must be accommodated , while Kloth and Schneider emphasise that the binding legal character is the key distinguishing feature . Frost and Pakutinskas occupy a middle ground, welcoming both the shared values and the flexibility . All agree on the goal of broad participation but differ on how prescriptive the implementation pathway should be.
Three pillars of attractiveness (Takuo Imagawa) Global interoperability (Thomas Schneider) Global reach and participation (Matthias Kloth) Uniting diversity through shared values (Gillian Frost) Universal and accessible values (Paulius Pakutinskas)
All speakers agree that moving from signature to ratification and implementation is the critical next step . However, they differ on what should be prioritised first. Kloth focuses on achieving five ratifications to bring the Convention into force and establish the Conference of Parties . Schneider echoes this urgency . Imagawa, however, prioritises leveraging existing global dialogue platforms such as the UN Global Dialogue, ITU's AI for Good group, and the Hiroshima Process Friends group , and the OECD AI Policy Toolkit . Frost emphasises aligning ratification with national AI strategy development . These represent different sequencing priorities even though all agree ratification and implementation are necessary.
Five ratifications as immediate goal (Matthias Kloth) Urgency of ratification (Thomas Schneider) Leveraging existing dialogue platforms (Takuo Imagawa) Aligning ratification with national strategy (Gillian Frost)
All four speakers agree that building a community around the Convention is essential to its long-term success, going beyond formal signatories . However, they differ in emphasis. Schneider draws on the Budapest Convention on Cybercrime as a model, noting that cooperation extended to well over 100 countries beyond the 82 formal signatories . Kloth focuses on the Conference of Parties as the institutional mechanism for this community . Pakutinskas emphasises the practical exchange of good and bad implementation experiences . Frost focuses on outreach to developing countries and capacity-building to advance the UN Global Digital Compact . These represent different visions of what the community should look like and who it should prioritise.
Building a community of practice (Thomas Schneider) Global community of trusted AI (Matthias Kloth) Sharing implementation experiences (Paulius Pakutinskas) Outreach to developing countries (Gillian Frost)
All three speakers agree that interoperability between different national systems and between legal and technical standards is important . However, they approach it differently. Imagawa frames interoperability as one of three essential pillars for making the Convention attractive, focusing on ensuring national systems do not conflict and that certifications can be mutually recognised . Schneider focuses on interoperability between Switzerland and its neighbours and trading partners, including non-European countries . Kloth focuses specifically on the interoperability between the Huderia methodology and ISO/IEC technical standards, bridging the gap between human rights lawyers and technical standards experts . These represent different levels and types of interoperability being prioritised.
Three pillars of attractiveness (Takuo Imagawa) Global interoperability (Thomas Schneider) Bridging legal and technical standards (Matthias Kloth)
- The Vilnius Convention is the first legally binding international treaty governing AI, grounded in human rights, democracy, and the rule of law, representing a landmark achievement in global AI governance.
- The Convention fills a critical gap in the existing governance ecosystem by ensuring that established human rights protections apply specifically to AI, complementing rather than replacing other instruments such as UNESCO principles, OECD guidelines, and technical standards from ISO and ITU.
- The Convention's greatest strength lies in its combination of legally binding obligations and framework flexibility, allowing countries with diverse legal traditions, regulatory approaches, and cultural contexts to participate and implement it in ways suited to their national circumstances.
- The Convention has a genuinely global vocation: although developed by the Council of Europe, it is open to all like-minded states worldwide. With 21 signatories including the EU (representing 27 member states), nearly 50 countries have endorsed it, representing almost a quarter of all states globally. All G7 states are on board.
- The shared values underpinning the Convention — human rights, democracy, and the rule of law — are broadly compatible with most countries' existing principles, reducing barriers to participation and providing a common foundation for mutual trust.
- The Convention is not a final document but a backbone or architectural framework upon which countries can build national legislation and governance structures collaboratively, allowing for ongoing development and adaptation.
- The Huderia methodology (Human Rights, Democracy, and Rule of Law Impact Assessment) is a concrete, immediately usable tool that bridges the gap between human rights frameworks and technical standards, enabling governments to begin risk and impact assessments of AI systems today.
- The Convention's success will depend not only on signatures but on ratification, implementation, and the growth of a community of practice around it — analogous to the Budapest Convention on Cybercrime, which now involves well over 100 countries in cooperative frameworks.
- Five ratifications are required for the Convention to enter into force. The EU's ratification counts as one but effectively covers 27 member states. Achieving the remaining ratifications as soon as possible is the immediate priority to make the Convention operational.
- Implementation should be aligned with national AI strategies and leveraged through existing international dialogue platforms such as the UN Global Dialogue on AI Governance, the ITU AI for Good group, the Hiroshima Process Friends group, and knowledge-sharing tools such as the OECD AI Policy Toolkit.
- The Convention has significant potential for outreach to developing countries, enriching capacity-building efforts and advancing the goals of the UN Global Digital Compact.
- Interoperability between different national regulatory systems is a key benefit of the Convention, enabling countries such as Switzerland, Canada, and Japan to align their AI governance frameworks without requiring uniform institutional design.
- There is an excess of soft regulation globally, and the Convention provides a valuable common backbone of binding principles to guide national law development without being overly prescriptive or detailed.
- Exchanging good and bad implementation practices among member states will be essential to helping other countries understand how to apply the Convention effectively and build upon its framework.
“What we did not have so far is a binding legal instrument that is not replacing all the other broader legal instruments like a human rights convention, but is specifying or is helping us to ensure that the existing legal framework applies also to AI. So this is the big gap that the convention has filled to build on everything else.”
“It's a convention with a global vocation, which means all like-minded states around the world can join. We now have 21 signatories... one of them is the European Union that signed on behalf of its 27 member states. So if you take this all together, this almost brings it to 50 countries around the world who have endorsed the Vilnius Convention. And that is almost a quarter of all states around the world.”
“First, shared values. Second, flexibility. Third, interoperability. Today's digital technologies, including AI, are utilised across national borders. It is not only difficult, but also potentially undesirable to manage them within a single country alone.”
“The Huderia, which is another tool in addition to the convention, that we've been developing in the Council of Europe, also together with countries and stakeholders from all over the world, including standardisation bodies and industry, is a concrete methodology on how to actually develop and create risk assessment and impact assessment mechanisms, which no matter what your legal basis is or whether you're a part of the Council of Europe convention or not, you will have to somehow be able to assess risks in a reasonable way, in a pragmatical way.”
“As different states ratify it, the treaty will gradually become a rich source of experience and best practice on governing AI across sectors within different national contexts. This could support the Council of Europe's outreach to developing countries and enrich its capacity-building efforts, which would advance the goals of the UN Global Digital Compact to address AI.”
“It's so different as a country, as a people, and we need to find something that is connecting us, and we need to do it globally. So it doesn't work locally... And this convention is a framework that can connect us and we can build other steps. So it's not the final step.”
“People are still looking like, yeah, we need clear guidance... Well, we actually have the principles. The convention is there. So I'm fully with Matthias. It is important that it is being ratified and enters into force so that it doesn't just remain a paper that people know it's there, but it's not yet real.”
How can the Vilnius Convention be made more attractive and practical for countries with different legal traditions and regulatory approaches?
This question is central to the Convention's global uptake. Different countries have vastly different legal cultures (e.g., Japan's soft-law approach versus the EU's hard-law AI Act), and understanding how to accommodate this diversity is essential for broadening participation and ensuring effective implementation worldwide.
How can interoperability between different national AI governance frameworks be achieved in practice?
Multiple speakers raised the issue of interoperability — ensuring that different national systems, certifications, and evaluations can work together without conflict. This is a critical practical challenge that requires further research, particularly as AI operates across borders and regulatory fragmentation could hinder both innovation and rights protection.
What should governments prioritise first when moving from signature to implementation of the Convention?
The gap between signing and ratifying or implementing the Convention is a significant practical challenge. Understanding the sequencing of implementation steps — including risk and impact assessments, legislative alignment, and institutional capacity building — is crucial for turning the Convention from a paper commitment into a living governance instrument.
How can the HUDERIA methodology be effectively integrated with existing technical standards such as ISO/IEC standards to support AI impact assessments?
The HUDERIA methodology for human rights, democracy, and rule of law impact assessments was highlighted as a practical tool, but its complementarity with technical standards was only briefly touched upon. Further research into how legal and technical frameworks can be harmonised would help practitioners apply the Convention in real-world AI development contexts.
How can the Vilnius Convention support outreach to and capacity building in developing countries?
Several speakers noted that the Convention has a global vocation, but developing countries face unique challenges in AI governance. Further research is needed on how the Convention's framework and associated capacity-building efforts can be tailored to support countries with fewer resources, different institutional contexts, and varying levels of AI maturity.
What is the broader strategic legacy of the Vilnius Convention for global AI governance if successfully implemented?
The long-term impact of the Convention on the global AI governance landscape remains an open question. Understanding how it will shape norms, inspire national legislation, and interact with other international instruments over time is important for assessing its ultimate contribution to trustworthy AI.
How can good and bad practices in implementing the Convention be systematically shared among signatory and non-signatory states?
Both speakers emphasised the importance of exchanging experiences — including failures — to help countries learn from one another. A structured mechanism for sharing implementation practices does not yet fully exist, and further work is needed to design effective knowledge-sharing platforms within the Convention's community.
How can insights from the Vilnius Convention be integrated into existing global dialogue platforms such as the UN Global Digital Compact, the Hiroshima AI Process, and the OECD AI Policy Toolkit?
Multiple speakers referenced parallel international processes and tools. Further research is needed on how the Convention can be positioned within and contribute to these broader multilateral frameworks, avoiding duplication and maximising coherence across the global AI governance ecosystem.
What strategies can accelerate ratification of the Convention, particularly among the five Council of Europe member states needed for it to enter into force?
The Convention requires five ratifications to enter into force, and currently only one (the EU, representing 27 member states) has ratified. Understanding the political, legal, and procedural barriers to ratification — and how to overcome them — is an urgent practical question for the Convention's future.
How can the Convention accommodate countries that rely primarily on soft law, such as Japan, without forcing them into hard-law compliance models?
Japan's reliance on guidelines rather than binding legislation represents a broader challenge for countries whose legal cultures differ from European models. Further research into how the Convention's flexibility provisions can be operationalised for soft-law jurisdictions would help broaden its appeal and applicability.
How can the Convention's community of practice grow beyond formal signatories to include countries that are interested but not yet party to the Convention, similar to the Budapest Convention on Cybercrime model?
The Budapest Convention was cited as a precedent where cooperation extended well beyond formal signatories. Exploring how a similar model of informal engagement and mutual learning could be built around the Vilnius Convention would be valuable for expanding its practical influence globally.
How can AI governance frameworks address the threats that AI technologies pose to gender equality, democratic resilience, and human rights more specifically?
Gillian Frost briefly noted that technology is posing growing threats to human rights, gender equality, and democratic institutions. This area warrants further research into how the Convention's principles can be operationalised to address these specific and increasingly documented harms.
How can the Convention help build public trust in AI, and what role does trust play in enabling responsible innovation?
Trust was repeatedly identified as foundational to both AI adoption and international cooperation. Further research is needed on how the Convention's legal framework translates into measurable public trust, and how trust-building mechanisms can be embedded into national implementation strategies.
