#40: Are we ready for AI Twins? Legal and ethical challenges ahead: Innovation, privacy, and the future of digital identity
Are We Ready for AI Twins? Legal and Ethical Challenges Ahead: Innovation, Privacy, and the Future of Digital Identity — Explore everything behind the topic in the latest Arqus podcast episode!What are AI twin assistants and how could they change the way we work, create, and interact? What legal and ethical questions do they raise around data privacy, ownership, and identity? These are the core questions addressed in this episode of the Arqus Knowledge Pills podcast.In this brand-new episode, we welcome a very special guest: Dr Paulius Jurčys, senior lecturer at the Faculty of Law of Vilnius University and expert in data privacy, copyright, and emerging technologies.Together, we explore the fascinating world of AI twin assistants: digital versions of ourselves that can write, speak, and act on our behalf. How do they work? Who owns the content they generate? And what are the legal and ethical risks when our voices and identities can be cloned?From data ownership to AI-generated creativity, and from deepfakes to digital fairness, this episode dives into the evolving intersection of artificial intelligence, law, and innovation. Tune in to discover how AI twins could reshape our understanding of creativity, fairness, and personal data in the digital future and why now is the time to think critically about the rules that will shape it.Learn more about Paulius Jurčys:Paulius Jurčys is a senior lecturer at Vilnius University Law Faculty where teaches data privacy and copyright law courses at Vilnius University Law Faculty and serves as an affiliate fellow with Harvard’s CopyrightX program. A technology lawyer and admitted to practice law in California. He is also a co-founder of Prifina, a San Francisco company that builds personal-data technologies for individuals. Paulius Jurčys holds an LL.M. from Harvard and a Ph.D. from Kyushu University, and in 2025 became a visiting scholar at UC Berkeley School of Law. In 2025, he won the MyData Global “Thought Leadership” award. He served as an expert member of the International Law Association committee on Intellectual Property, which drafted the 2021 Guidelines on Intellectual Property and Private International Law.
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#39: What can Marriage Bars teach us about gender discrimination in the workplace?
What can Marriage Bars teach us about gender discrimination in the workplace? Explore this forgotten policy and its surprising legacy in the latest episode of the Arqus Knowledge Pills podcast!In the 20th century, many countries enforced so-called "Marriage Bars" – rules that required women to leave their jobs once they got married. While most countries abolished these policies by the 1950s, Ireland maintained its Marriage Bar until the 1970s. What impact did this have on the lives of Irish women, and what can we learn from it today?In the 39th episode of the Arqus Knowledge Pills podcast, Dr Irene Mosca, lecturer in Economics at Maynooth University, takes us on a journey through her research on Marriage Bars in Ireland and beyond. Drawing on data from The Irish Longitudinal Study on Ageing (TILDA), she reveals the lasting economic and social consequences of this institutionalised form of gender discrimination.Dr Mosca explains how women affected by the Irish Marriage Bar tended to have shorter working lives and lower personal incomes, yet also more children, more educated children, and – paradoxically – greater household wealth. She also sheds light on the political and social arguments that kept such policies in place and reflects on how the legacy of the Marriage Bar still echoes in today’s debates on gender equality.Learn more about Irene Mosca:Dr Irene Mosca is a lecturer in Economics at Maynooth University and has a strong track record in applied health, population, and labour economics. She is also a research fellow at the IZA Institute of Labor Economics and the Global Labor Organisation, and an Executive Committee Member of the Irish Society for Women in Economics.
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#38: Why strengthening bonds between generations is key to our future?
What impact do intergenerational relations have on our society? What initiatives are needed between generations to ensure the effective transfer of knowledge, education, and resources? How can we fight ageism and discrimination to create a more inclusive world? These are the key questions explored in this episode of the Arqus Knowledge Pills podcast. In this episode of the Arqus Knowledge Pills podcast, we explore these critical questions with Carolina Campos, a researcher at the Macrosad Chair in Intergenerational Studies at the University of Granada. Dedicated to bridging the gap between generations, the Macrosad Chair plays a vital role in shaping policies and programs that ensure knowledge is shared, education is strengthened, and wealth is distributed sustainably across time—between those who have been, those who are, and those who will be.Carolina shares insights on the significance of intergenerational research, the challenges of fostering meaningful connections, and how knowledge transfer can drive real-world impact. She also highlights a key issue: despite the clear benefits and urgent need for these connections, institutional and legal frameworks often create barriers that separate age groups rather than bringing them together—whether in education, housing, or care systems.As the world rapidly changes, ensuring sustainability over time requires meaningful connections between people of all ages. Tune in to this insightful conversation and discover how we can build a more connected and inclusive future—together.Learn more about Carolina Campos Rueda:Carolina Campos Rueda is member of the Macrosad Chair in Intergenerational Studies at the University of Granada, where she has been a research staff member since 2019. Graduated in Occupational Therapy and specialised in Intergenerational Projects, she has specific training in intergenerationality, such as the certificate “Together Old and Young: An Intergenerational Approach”, or the “International Certificate in Intergenerational Learning”, as well as training in qualitative and quantitative research techniques.At the Chair, she carries out research, training and dissemination work, as well as all those activities that derive from the lines of action of the Chair. Her work is also closely connected to CINTER (Macrosad's Intergenerational Reference Centre in Albolote, Granada); to the research projects led by the Chair (currently focused on the validation of Intergenerational Contact Zones in Andalusia and Extremadura, or on the development of quality indicators in intergenerational practices and spaces); and to practical actions such as the intergenerational project “Harmonía” or the national coordination of the worldwide movement “Global Intergenerational Week”.
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#37: Can we win the fight against antibiotic resistance?
Antibiotic resistance is one of the greatest challenges of modern medicine, threatening the effectiveness of treatments and putting millions at risk. But what if the key to overcoming this crisis lies in nature itself? This month’s episode of the Arqus Knowledge Pills podcast features Dr Agata Dorotkiewicz-Jach, a microbiologist at the University of Wrocław, who explores groundbreaking and sustainable antibacterial therapies.Dr Dorotkiewicz-Jach discusses alternative treatments such as bacteriophages, plant-based compounds, and anti-virulent therapies, highlighting their potential in fighting antibiotic-resistant bacteria. She also shares insights on the impact of climate change on antimicrobial resistance and the need for global cooperation.For the 37th episode of the Arqus Knowledge Pills, Agata explores how research and interdisciplinary approaches can help shape the future of medicine.Learn more about Dr Agata Dorotkiewicz-Jach:Dr Dorotkiewicz-Jach specializes in alternative antibacterial therapies at the University of Wrocław. She has led research on innovative treatment strategies and plays an active role in the Arqus Alliance, coordinating climate change and sustainability initiatives.
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#36: Facial recognition and ethics
What misconceptions lie beneath this widely used technology? What ethical and societal debates about its use are emerging? Find out the answers to these questions and more as Helena Machado discusses her work in this episode of Knowledge Pills.
Facial recognition technologies, while promising convenience and security, raise critical issues like invasion of privacy, surveillance normalization, discrimination, and inaccuracies. This episode delves into these technologies' societal impacts, examining how they shape citizenship and public engagement.
In this episode, Professor Helena Machado discusses the project fAIces, which integrates diverse perspectives to reshape technology’s societal role, amplify marginalized voices, and inspire creative, activist-driven approaches to ethics and engagement.
For the 36th episode of Arqus Knowledge Pills, “Facial recognition and ethics,” she highlights her efforts to develop innovative ethical frameworks, such as “etho-assemblages,” and explore alternative futures for facial recognition technologies that prioritize inclusivity, creativity, and public empowerment.
Learn more about Helena Machado
Helena Machado is a leading researcher in the sociology of science and technology. Full Professor of Sociology at the Institute for Social Sciences, University of Minho (Braga, Portugal), she is the Director of the PhD Programme in Sociology; and founding member and coordinator of the AIDA Social Sciences Network, a social sciences’ research initiative focusing on artificial intelligence, data, and algorithms.
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