Estonian General Intelligence

Estonia is running one of the world's most ambitious experiments in integrating AI into education, and the man helping to shape its direction has been an instrumental leader in Estonia's digital society development and expanding its reach across continents.Oleg Shvaikovsky is a board member of Estonia's AI Leap Foundation and head of the AI Advisory Group at the Ministry of Education. As former Executive Vice President at Nortal, he led the company's expansion into the United States, bringing Estonian digital expertise to Fortune 500 clients. He is now a partner and board member at Askend, scaling that same mission to Switzerland, Belgium, and the United States. And underneath all of this, he is a physics teacher and co-founder of Scandinavia's largest Christian private school. Policy, business, and classroom in one person.In this episode, we explore:How Estonia turned ChatGPT and Gemini into Socratic tutors that ask questions instead of giving answersWhy copy-paste learning with AI produces zero learning, and what Estonian research confirms20,000 students, every school, every social layer: why this scale matters to Google and OpenAIThe metacognition bet: teaching students to think about how they think, before AI does it for themEstonia built its digital society by not competing with global tech leaders. The same playbook applies to AIWhy pure programming skills will lose labor market value, but domain expertise plus AI will grow exponentiallyCan AI solve science alone? From drug discovery to cancer treatment, why Oleg bets on human-AI synergy over standalone machinesThe balance of AI investment: when defense and surveillance dominate funding, how do education and human development become a meaningful counterweight?"Humans versus machines is the wrong dilemma. The real one is humans who can use machines versus humans who cannot."EGI — Estonian General IntelligenceHost: Lembit Loo (Portata.ai)egi.ee | portata.ai#AI #education #Estonia #AILeap #machineintelligence #EGI

Can a continent of 1.4 billion people leapfrog the industrial era and land directly in the intelligence age?Lacina Koné is the Director General and CEO of Smart Africa, the pan-African organization coordinating digital transformation across 43 member countries covering 1.2 billion people. This is the first international guest on the EGI podcast.In this episode, we explore:Why digitalization without transformation is a dead end, and what citizen-centered digital systems actually look likeHow digital sovereignty means the ability to make choices, not building wallsWhy Africa should pursue useful AI, not the most powerful AIThe Africa AI Council: 49 countries, one declaration, coordinated AI governanceAfrica's hidden energy advantage: 3,000 hours of annual sunshine and what it means for AI infrastructureThe leapfrog thesis: when jobs have not yet been created, AI is an opportunity, not a threatWhat Estonia would do differently if building its digital society again"Connectivity is not a destination. Transformation is the destination. Connectivity is the means."EGI — Estonian General IntelligenceSaatejuht: Lembit Loo (Portata.ai)egi.ee | portata.ai

Will AI diminish the legal industry, or separate firms that adapt from firms that fade?In the machine-intelligence era, survival in law will be decided less by hype and more by operating discipline: process quality, structured data, and leadership focus.Aku Sorainen is the founder and senior partner of Sorainen, a top-ranked Baltic law firm built over three decades across Estonia, Latvia, and Lithuania. The firm has repeatedly been recognized at the highest level by major legal directories and awards, including Legal 500 and IFLR, reinforcing its position among the region’s most accomplished legal advisers.In this episode, Lembit Loo sits down with Aku to unpack:Sorainen’s journey from post-independence legal uncertainty to a unified three-country firmThe operating model behind scale: one firm, one profit pool, ISO-backed quality discipline, and standardized deliveryWhy many law-firm AI efforts underperform without strong structured-data foundations, and where legal tech delivers real leverage nowThe future of the legal industry in the machine-intelligence era: what will be automated, what remains distinctly human, and how firms can stay relevantThe Estonian lens on long-term competitiveness: digital identity, interoperable data, institutional trust, and bureaucracy controlEstonian General Intelligence (EGI) is a conversation series about how Estonia’s digital society was built, and what it will take to stay capable in the machine-intelligence era.Powered by Portata.ai — Infrastructure for Intelligent Societies

The bottleneck for success (or even survival) in the machine-intelligence era isn’t technology — it’s human learning speed.Estonian General Intelligence (EGI) is a conversation series about how Estonia’s digital society was built — and what it will take to stay capable in the machine-intelligence era.In this episode, Lembit Loo sits down with Lauri Haav (CEO, //kood) to explore what AI-era readiness looks like when you treat learning capacity as national infrastructure.Lauri breaks down how //kood works in practice: a peer-driven model with no teachers, no classrooms, and no schedules — built for career-changers, rapid upskilling, and real hiring outcomes. They unpack the selection sprint, why traditional curriculum cycles move too slowly, and how you scale a school without turning it into a slow institution.Drawing on Lauri’s track record building and exporting Estonian digital capability across private sector and government, the conversation widens to the EGI question: if competitiveness depends on capability, what should Estonia — and other countries — build next?Topics//kood’s peer-learning model: why it scales when others don’tThe Selection Sprint: intensity, mindset, and mutual fitThe teacherless unlock: programming in high schools without needing programming teachersScaling internationally: Finland, Ukraine, Kenya — and what changes across contextsThe advantage: why learning speed may be a nation’s AI-era edgePowered by Portata.ai — Infrastructure for Intelligent Societiesegi.ee • [email protected]

In this episode of Estonian General Intelligence, Lembit Loo speaks with Mariin Ratnik, Undersecretary of Economic Development and Development Cooperation at Estonia’s Ministry of Foreign Affairs, about how Estonia links trade, development cooperation, and digital-state capability—from Ukraine’s reconstruction to Africa’s digital leapfrog, in an era where AI is becoming the next layer of public infrastructure. Fresh off EstDev becoming EU “pillar assessed,” Ratnik explains how Estonia separated policy-setting (the Ministry) from implementation (the agency) to scale delivery—and why that milestone matters for directly implementing EU financing in development cooperation. From there, the conversation gets practical: Ratnik argues that the famous line “trade instead of aid” isn’t a slogan but a governing logic—especially for a small country whose development cooperation has always been rooted in public–private partnership and real capability transfer, not one-way aid. The conversation explores:What EstDev’s “pillar assessed” status changes for Estonia’s development cooperation toolbox Why trade policy, business diplomacy, and development cooperation are mutually reinforcing (not competing portfolios) Estonia’s “focus strengths” in development: digitalization + education (and why focus beats breadth) Ukraine: why reconstruction is already happening now—and why “build back better” is tied to EU accession standards The Impact Zhytomyr programme: training local officials to design and implement EU-grade projects A hard lesson from Europe: design cross-border interoperability early, or fragmentation becomes permanent Africa cooperation in practice: focus countries (Kenya, Namibia, Botswana, Uganda) and the core building blocks of a digital society—digital ID, interoperability, decentralization, trust Why GovStack and digital public goods matter for digital independence (and avoiding long-term lock-in) The open strategic question: can countries leapfrog straight to AI if foundational digitalization is incomplete? Ratnik brings a diplomat’s systems view and an implementer’s realism: modernization is ultimately a leadership decision, and the countries that win in the intelligent age will be the ones that treat digital capability as a sovereign institution-building project—not a tech shopping list. 🔗 Connect with Mariin Ratnik: linkedin.com/in/mariin-ratnik-3141b8278 LinkedIn🔗 Learn more about Estonian General Intelligence: egi.ee 🔗 Powered by Portata.ai — Infrastructure for Intelligent Societies 📧 Join the conversation: [email protected]

In this episode, Lembit Loo speaks with Ambassador Daniel Schaer, Estonia’s first Ambassador for Africa, about digital diplomacy, sovereign partnerships, and how small nations can help shape global governance in the age of Artificial General Intelligence (AGI).From Rwanda to South Africa, Daniel Schaer has represented Estonia’s digital vision on the world stage — translating years of e-governance expertise into partnerships that empower nations to leapfrog into the intelligent age. With postings across the EU, UN, and Africa, and leadership at Estonia’s EXPO 2020 Dubai Pavilion, he offers a rare view into how diplomacy itself is evolving into an infrastructure for resilience, trust, and cooperation.The conversation explores:How Estonia’s Africa strategy evolved from UN Security Council diplomacy to digital partnershipsWhy digital sovereignty and interoperability are central to Africa’s transformation agendaLessons from Estonia’s Kenya partnership — a joint project with the EU and GIZ on service digitalization and interoperabilityHow cybersecurity, trust, and citizen inclusion underpin sustainable digital developmentMoving beyond technology export — toward institutional change capacity and human-centred reformHow small, networked nations can punch above their weight in global AI and governance ecosystemsDaniel’s personal take on “diplomacy as infrastructure” — and what it means to design cooperation intelligentlyAmbassador Schaer brings both a diplomat’s precision and a systems architect’s foresight, offering a grounded yet visionary perspective on how Europe and Africa can co-create AGI-ready institutions that serve citizens — not algorithms.🔗 Connect with Daniel Schaer: linkedin.com/in/daniel-schaer-451a5a1🔗 Learn more about Estonian General Intelligence: egi.ee🔗 Powered by Portata.ai - Infrastructure for Intelligent Societies📧 Join the conversation: [email protected]

In this episode, Lembit Loo speaks with Professor Gert Jervan, Dean of TalTech’s School of Information Technologies, about dependable systems, digital sovereignty, and what AGI-readiness means for universities and nations. From Estonia’s role as a digital laboratory to the future of global talent pipelines, Professor Jervan offers a grounded perspective on how societies can thrive when intelligence itself becomes infrastructure.With nearly two decades of leadership at TalTech, Professor Jervan has helped shape Estonia’s digital backbone. His work ranges from cybersecurity capacity building to smart infrastructure labs and AI ethics, positioning TalTech as a cornerstone of Estonia’s digital state. Earlier in his career, he also conducted research in Sweden, collaborating with industry leaders such as Saab and Ericsson on dependable systems and embedded technologies.The conversation explores:What makes a system dependable in an era of black-box AI and cyber risksHow TalTech is embedding ethical foresight and resilience into its curriculumThe role of universities in preparing talent pipelines for an AGI-driven futureDigital twins, sovereign testbeds, and why experimentation matters for statesThe global race between regulation and innovation — and what it means for EuropeHow Estonia and small nations can design AGI-ready institutions from first principlesProfessor Jervan brings both an engineer’s pragmatism and an academic’s long view, offering a grounded vision of how societies can thrive when intelligence itself becomes infrastructure.🔗 Connect with Professor Gert Jervan: https://www.linkedin.com/in/gertjervan/🔗 Connect with TalTech: https://taltech.eePowered by Portata.ai | Join the conversation: egi.ee | [email protected]

Lembit Loo speaks with Tanel Sepp — at the time Estonia’s Ambassador at Large for Cyber Diplomacy, and now the Ambassador Designate to South Korea. Tanel has more than two decades of diplomatic experience across Brussels, Washington, Kabul, Addis Ababa, and Geneva. He has represented Estonia on cybersecurity, digital governance, and multilateral cooperation at the UN and beyond. He also received the Billington International Cybersecurity Award (2024). The conversation covers:Estonia’s rise as a pioneer in digital diplomacy and cyber resilience The balance between sovereignty and collaboration in a connected worldLessons from Africa on leapfrogging with mobile and AI technologiesTrust in digital systems as a foundation for democracyThe future of diplomacy in the AGI eraA discussion that bridges cyber policy, global governance, and the human side of technology — showing how small nations can influence global norms in a world where intelligence itself is geopolitical. 🔗 Tanel Sepp — LinkedIn 🌐 egi.ee ✉️ [email protected] by Portata.ai

In this episode of the Estonian General Intelligence podcast, host Lembit Loo sits down with Rainer Sternfeld — systems thinker, investor, and civic designer — to explore how small nations can shape the future of intelligence in the AGI era. From building Estonia’s EV charging grid to founding Planet OS and co-leading NordicNinja VC, Sternfeld has spent his career architecting resilient systems at every scale.Together they dive into the strategic paradox of openness versus sovereignty, the role of data as a national asset, and what it takes to design AGI-ready institutions. This is a conversation about more than technology — it’s about how societies can remain adaptive, sovereign, and humane as intelligence becomes the defining infrastructure of our time.Topics include:* The “planetary nervous system”: from environmental sensors to global intelligence infrastructure* Lessons from Planet OS and Intertrust: data integration, trusted governance, and sovereignty* Sovereignty paradox: balancing openness with secure control* NordicNinja’s lens: investing with conscience and civilizational resilience* Estonia as testbed and bellwether: digital society, global capital bridges, and diaspora as strategic assets* The architecture of AGI-ready states: what sovereign execution and institutional foresight require* Designing intelligent systems that reflect values, not just ambitionsPowered by Portata.ai | Join the conversation: egi.ee | [email protected]

In this episode of Estonian General Intelligence, host Lembit Loo welcomes Arvi Tavast — Director of the Institute of the Estonian Language, linguist, technologist, and public intellectual — for a deep exploration of language as infrastructure in the age of AGI.Tavast reflects on his unique journey from engineering and translation to leading Estonia’s language strategy, outlining why small-language nations must treat language data as a strategic asset in the global competition for AI readiness. He explains how Estonia’s national corpus work, NLP innovation, and institutional stewardship of language are not just cultural projects — they are pillars of sovereignty in a world where AI systems are redefining governance, identity, and democratic resilience.Topics include:The “subgame in the game of AI”: why embedding Estonian in LLMs is existentialEKI’s transformation from a guardian of dictionaries to a builder of intelligent infrastructureThe stakes of corpus-sharing: open models, Meta, and the geopolitics of dataCopyright, authorship, and the ethics of training AI on cultural heritageWhat an AGI-ready language institute looks like — and how it safeguards national dignityLong-term foresight: will AI erode natural languages, or make them more resilient?This is not just a linguistics conversation. It’s a strategic dialogue on digital sovereignty, cultural continuity, and how institutions can reimagine themselves as agentic players in the intelligence age.Powered by Portata.ai | Join the conversation: egi.ee | [email protected]

In the premiere episode of Estonian General Intelligence, host Lembit Loo welcomes Luukas Ilves - Estonia’s former Chief Information Officer and current advisor to Ukraine’s digital ministry - for a penetrating discussion on how states must reimagine governance in light of artificial general intelligence (AGI).Drawing on his recent white paper on agentic states, Ilves outlines how digitally mature states must evolve into agentic institutions - capable not only of deploying AI, but of adapting policy, infrastructure, and ethics in real time. The episode blends global perspectives and Estonia’s long arc of digital innovation, grounded in Ukraine’s wartime agility, to surface hard-earned insights into what resilience, modularity, and sovereignty mean in an age of exponential systems.Topics include:- The agentic state: A next-generation governance model beyond static bureaucracy- AI-first public services: Estonia’s experiments with AI-first service delivery- Ukraine as a lab of necessity: Continuity and adaptation under cyber and kinetic assault- Europe’s digital sovereignty play: Identity wallets, the AI Act, and platform diplomacy- Ethics-as-architecture: Programming institutional values in a post-algorithmic worldThis is not a technology podcast. It’s a strategy session for democratic endurance - and institutional reconfiguration - in the intelligence age.Powered by Portata.aiJoin the conversation or contribute: egi.ee | [email protected]