ai ethics

Events

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Monday, September 25th, 2023 | 12:00 -21:00 p.m

(DF)² Jahreskonferenz 2023 - „Die Triade Dienstleistung – Arbeit – KI gestalten“

SEW-EURODRIVE in Graben-Neudorf bei Karlsruhe

Die Digitalisierung und Automatisierung von Dienstleistungen hat in den letzten Jahren erheblich zugenommen, insbesondere durch den Einsatz von Künstlicher Intelligenz (KI), und wird durch Anwendungen wie ChatGPT, Bard oder Midjourney im Alltag immer präsenter. Unternehmen setzen KI-Technologien ein, um Kundenservice, Beratung, Personalisierung, Verfügbarkeit und andere Aspekte von Dienstleistungen zu verbessern und zu automatisieren. Gleichzeitig stellt sich die Frage nach neuen Anforderungen an die Gestaltung von Dienstleistungen und den Auswirkungen von KI auf die Zukunft des deutschen Dienstleistungssektors.

Auf der (DF)² Jahreskonferenz 2023 werden wir diskutieren, wie die Einbindung KI-basierter Systeme Dienstleistungen transformieren und optimieren kann, indem sie beispielsweise Qualität verbessern, Prozesse beschleunigen und personalisierte Erfahrungen für Nutzer ermöglichen. Dabei beleuchten wir ebenfalls die Herausforderungen, welche sich aus dem Einsatz von KI ergeben, wie etwa Fragen der Gestaltung KI-unterstützter Dienstleistungsarbeit sowie Fragestellungen zur Datensicherheit, Privatsphäre und Ethik bei der Verwendung von Algorithmen in Entscheidungsprozessen.

Hier geht es direkt zur Anmeldeseite für die begrenzten Teilnahmeslots

Institutions

  • Das Deutsche Forum Dienstleistungsforschung (DF)²
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Monday, December 11th, 2023 | 18:00 p.m.

AI regulation’s measurement problem: Assessing the risks of automated decision-making systems to health, safety, fundamental rights, and the rule of law

Professor Dr. Carsten Gerner-Beuerle, Professor of Commercial Law, Faculty of Laws, University College London

The Network for Artificial Intelligence and Law (NAIL) invites you to its next event. We are delighted to welcome Professor Dr. Carsten Gerner-Beuerle, Faculty of Laws, University College London. He will talk about the difficulties of assessing the precise risks to health, safety, fundamental rights and the rule of law when regulating artificial intelligence. The lecture will be followed by a discussion around the topic. The event will be held in English.

After the lecture and discussion, we would like to invite you to end the evening with us in a relaxed atmosphere, with pretzels and wine in the south lounge.

You can participate in presence or online. Please register for the event using the following link: Registration

Institutions

  • Network for Artificial Intelligence and Law (NAIL)

 

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Tuesday, November 28th, 2023 | 18:15 p.m.

Algorithmic Monoculture and the Ethics of Systemic Exclusion

hybrid: on-site at ESA 1, W 221 or via webinar access

As the number of job applications increase, hiring managers have turned to artificial intelligence (AI) to help them make decisions faster, and perhaps better. Where once each manager did their own first rough cut of files, now third party software algorithms sort applications for many firms. Human mistakes are inevitable, but fortunately heterogenous. Not so with machine decision-making. Relying on the same AI systems means that each firm makes the same mistakes and suffering from the same biases. When the same person re-encounters the same model again and again, or models trained on the same dataset, she might be wrongly rejected again and again. In this talk, I will argue that it is wrong to allow the quirks of an algorithmic system to consistently exclude a small number of people from consequential opportunities, and I will suggest solutions that can help ameliorate the harm to individuals.

Prof. Dr. Kathleen A. Creel (Northeastern University, Boston, MA, USA)

Kathleen Creel is an Assistant Professor at Northeastern University, cross appointed between the Department of Philosophy and Religion and Khoury College of Computer Sciences. Her research explores the moral, political, and epistemic implications of machine learning as it is used in non-state automated decision making and in science. She co-leads Northeastern’s AI and Data Ethics Training Program and is a winner of the International Association of Computing and Philosophy’s 2023 Herbert Simon Award.

Institutions

  • UHH
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Tuesday, January 23th, 2024 | 18:15 p.m.

Artificial Intelligence as Philosophical Disruption: Understanding Human-Technology Relations after the Digital Revolution

hybrid: on-site at ESA 1, W 221 or via webinar access

The impact of artificial intelligence on society is so profound that it can be considered to be disruptive. AI does not only have radical consequences for society - as is expressed by the concept of ‘the Fourth Revolution’ and ‘Society 5.0’ that is emerging from that - but also for ethics itself. Technologies have become ethically disruptive, in the sense that they challenge and affect the very concepts with which we can do ethics in the first place. What do’ agency’, ‘responsibility’ and ‘empathy’ mean when artificial agents are entering society? What does ‘democratic representation’ mean when AI systems interfere with the very idea of representation itself? What can the notion of ‘the humane’ still mean when AI systems become an intrinsic part of human actions and decision-making? This talk will explore phenomenon of ethical disruption in detail, by investigating the various ways in which technologies – and not only human beings – can be ethically significant. Breaking the human monopoly on ethics and expanding it towards technology will make it possible to connect ethics more directly to practices of design. The resulting ‘Guidance Ethics Approach’ enables bottom-up ethical reflection that can foster the responsible design, implementation and use of new and emerging technologies. 

Prof. Dr. Peter-Paul Verbeek (Universiteit van Amsterdam, NL)

Peter-Paul Verbeek (1970) is Rector Magnificus and professor of Philosophy and Ethics of Science and Technology at the University of Amsterdam. His research and teaching focus on the relationship between humans and technology, viewed from an ethical perspective and in close relation to design. He is chair of the UNESCO World Commission for the Ethics of Science and Technology (COMEST), editor-in-chief of the Journal of Human-Technology Relations, and editor of the Lexington book series in Postphenomenology and the Philosophy of Technology. More information: www.ppverbeek.nl

Institutions

  • UHH
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Thursday, December 12th, 2024 | 18:15 - 19:45 p.m

Developing a Language to Talk About AI: AI Philosophy

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Prof. Dr. Vincent Cornelius Müller, Lehrstuhl für Theory and Ethics of Artificial Intelligence, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen

Taming the Machine. The Ethics in Information Technology Public Lecture Series

This semester’s edition of "Taming the Machines" explores the interrelated ethical, political, and technological aspects of Artificial Intelligence (AI) in an interdisciplinary way. 
 
AI-driven technologies are increasingly shaping the world we live in, sparking growing ethical scrutiny. As a result, it appears more and more urgent that societies collectively address how and in what way the further development of such technologies might be tangibly influenced. And, importantly, by whom this task should be advanced and according to which agendas? Ethicists, legislators, designers, and engineers, each bring distinct expertise and capacities to the multiplicity of social issues raised by these technologies, yet the perspectives and approaches they offer may or may not be complimentary or even simultaneously realisable (let alone mutually satisfactory). Amidst the rising tensions surrounding the AI driven transformation of our shared social space, particularly in the domain of governance and regulation, this lecture series asks how we might best accompany innovation in AI and realise ethically desirable future outcomes. In other words, to delve into the questions of what it means to live well in a society that is increasingly driven by AI tools? What design and regulative choices ought we make? What social infrastructures and normative frameworks might be needed for the future handling of emerging technologies? How could or should openness to innovation be reconciled with defending and developing the ideals of a free and democratic society under the rule of law? 
 
To explore these and other related questions, this public lecture series invites distinguished researchers from computer science, philosophy, and political theory to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit https://www.inf.uni-hamburg.de/en/inst/ab/eit/taming-the-machines/winter23-24.html

Institutions

  • UHH, Ethik in der Informationstechnologie, Koordination: Prof. Dr. Judith Simon
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Wednesday, April 17th, 2024 | 17:00 -19:00 p.m.

Ethics in Technology and the Future of Morality

Audimax II, TUHH, Am Schwarzenberg Campus 1, 21073 Hamburg

This event will be part of TUHH’s flagship series "Lectures for Future" and marks the beginning of my appointment at TUHH as well as of our new Institute for Ethics in Technology. Prof. Dominic Wilkinson (University of Oxford), Prof. Alena Buyx (Technical University of Munich, Chair of the German Ethics Council) and Dr Andrew Graham (University of Oxford) will contribute to the event.

Programme:

  • Opening address by the President and Vice-President of Hamburg University of Technology
  • Lecture by Prof. Maximilian Kiener: (TUHH): "Ethics in Technology and the Future of Morality"
  • Input by Prof. Dominic Wilkinson (University of Oxford): "AI and the Future of Informed Consent"
  • Input by Prof. Alena Buyx (TU Munich, Chair of the German Ethics Council) "Humans and Machines"
  • Moderated discussion led by Dr Andrew Graham (University of Oxford).
  • Reception and Get-together

Institution

  • Institute for Ethics in Technology
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Tuesday, December 5th, 2023 | 18:15 p.m.

Fair, Transparent, and Accountable AI: What is Legally Required, What is Ethically Desired, and What is Technically Feasible?

hybrid: on-site at ESA 1, W 221 or via webinar access

Western societies are marked by diverse and extensive biases and inequality that are unavoidably embedded in the data used to train machine learning. Algorithms trained on biased data will, without intervention, produce biased outcomes and increase the inequality experienced by historically disadvantaged groups.
To tackle this issue the EU commission recently published the Artificial Intelligence Act – the world’s first comprehensive framework to regulate AI. The new proposal has several provisions that require bias testing and monitoring. But is Europe ready for this task? 
In this session I will examine several EU legal frameworks including data protection as well as non-discrimination law and demonstrate how despite best attempts they fail to protect us against the novel risks posed by AI. I will also explain how current technical fixes such as bias tests -  which are often developed in the US - are not only insufficient to protect marginalised groups but also clash with the legal requirements in Europe. 
I will then introduce some of the solutions I have developed to test for bias, explain black box decisions and to protect privacy that were implemented by tech companies such as Google, Amazon, Vodaphone and IBM and fed into public policy recommendations and legal frameworks around the world. 

Prof. Dr. Sandra Wachter (Oxford Internet Institute, University of Oxford, GB)
Sandra Wachter is Professor of Technology and Regulation at the Oxford Internet Institute at the University of Oxford where she researches the legal and ethical implications of AI, Big Data, and robotics as well as Internet and platform regulation. Her current research focuses on profiling, inferential analytics, explainable AI, algorithmic bias, diversity, and fairness, as well as governmental surveillance, predictive policing, human rights online, and health tech and medical law.
At the OII, Professor Sandra Wachter leads and coordinates the Governance of Emerging Technologies (GET) Research Programme that investigates legal, ethical, and technical aspects of AI, machine learning, and other emerging technologies. [more]

Institutions

  • UHH
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Tuesday, January 16th, 2024 | 18:15 p.m.

Paper Dragon or Machine Tamer: the AI Act’s Approach to Solving Ethical and Societal Concerns Around Generative AI

hybrid: on-site at ESA 1, W 221 or via webinar access

With the launch of ChatGPT last year and the ensuing debate about the benefits and potential risks of generative AI, also the work on the European AI Act shifted into a higher gear. The European Council and Parliament, working on their respective compromise texts, had to find ways to accommodate this new phenomenon. The attempts to adapt the AI Act went hand in hand with a lively public debate on what was so new and different about generative AI, whether it raised new, not yet anticipated risks, and how to best address a technology whose societal implications are not yet well understood. Most importantly, was the AI Act outdated even before is adopted? In my presentation I would like to discuss the different approaches that the Council and Parliament adopted to governing Generative AI, the most salient points of discussion and the different approaches proposed to solve some of the key ethical and societal concerns around the rise of generative AI.

Prof. Dr. Natali Helberger (Universiteit van Amsterdam, NL)
Natali Helberger is Distinguished University Professor of Law and Digital Technology, with a special focus on AI, at the University of Amsterdam and a member of the Institute for Information Law (IViR). Her research on AI and automated decision systems focuses on its impact on society and governance. Helberger co-founded the Research Priority Area Information, Communication, and the Data Society, which has played a leading role in shaping the international discussion on digital communication and platform governance. She is a founding member of the Human(e) AI research program and leads the Digital Transformation Initiative at the Faculty of Law. Since 2021, Helberger has also been director of the AI, Media & Democracy Lab, and since 2022, scientific director of the Algosoc (Public Values in the Algorithmic Society) Gravitation Consortium. A major focus of the Algosoc program is to mentor and train the next generation of interdisciplinary researchers. She is a member of several national and international research groups and committees, including the Council of Europe's Expert Group on AI and Freedom of Expression.

Institutions

  • UHH
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Tuesday, June 04th, 2024 | 18:15 - 19:45 p.m.

Public Lecture Series: Taming the Machines. Ethics in the Age of Generative AI

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Taming the Machines — Horizons of Artificial Intelligence. The Ethics in Information Technology Public Lecture Series

This summer‘s „Taming the Machine“ lecture series sheds light on the ethical, political, legal, and societal dimensions of Artificial Intelligence (AI).
This lecture series brings together perspectives from ethics, politics, law, geography, and media studies to assess the potential for preserving and developing human values in the design, dissemination, and application of AI technologies. How does AI challenge our most fundamental social, political, and economic institutions? How can we bolster (or even improve) them in times of technological disruption? What regulations are needed to render AI environments fairer and more transparent? What needs to be done to make them more sustainable? In what sense could (and even should) we hold AI accountable?
To explore these and other related questions, this public lecture series invites distinguished international researchers to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit http://uhh.de/inf-eit.

Prof. Dr. Louise Amoore, Durham University, Durham, UK

Institutions

  • UHH
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Tuesday, July 09th, 2024 | 18:15 - 19:45 p.m.

Public Lecture Series: Taming the Machines. Frontier AI Regulation: from Trustworthiness to Sustainability

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Taming the Machines — Horizons of Artificial Intelligence. The Ethics in Information Technology Public Lecture Series

This summer‘s „Taming the Machine“ lecture series sheds light on the ethical, political, legal, and societal dimensions of Artificial Intelligence (AI).
This lecture series brings together perspectives from ethics, politics, law, geography, and media studies to assess the potential for preserving and developing human values in the design, dissemination, and application of AI technologies. How does AI challenge our most fundamental social, political, and economic institutions? How can we bolster (or even improve) them in times of technological disruption? What regulations are needed to render AI environments fairer and more transparent? What needs to be done to make them more sustainable? In what sense could (and even should) we hold AI accountable?
To explore these and other related questions, this public lecture series invites distinguished international researchers to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit http://uhh.de/inf-eit.

Prof. Dr. Philipp Hacker, European University Viadrina, Frankfurt (Oder), D
 
Current AI regulation in the EU and globally focus on trustworthiness and accountability, as seen in the AI Act and AI Liability instruments. Yet, they overlook a critical aspect: environmental sustainability. This talk addresses this gap by examining the ICT sector's significant environmental impact. AI technologies, particularly generative models like GPT-4, contribute substantially to global greenhouse gas emissions and water consumption.
The talk assesses how existing and proposed regulations, including EU environmental laws and the GDPR, can be adapted to prioritize sustainability. It advocates for a comprehensive approach to sustainable AI regulation, beyond mere transparency mechanisms for disclosing AI systems' environmental footprint, as proposed in the EU AI Act. The regulatory toolkit must include co-regulation, sustainability-by-design principles, data usage restrictions, and consumption limits, potentially integrating AI into the EU Emissions Trading Scheme. This multidimensional strategy offers a blueprint that can be adapted to other high-emission technologies and infrastructures, such as block chain, the meta-verse, or data centers. Arguably, it is crucial for tackling the twin key transformations of our society: digitization and climate change mitigation.

Institutions

  • UHH
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Tuesday, May 14th, 2024 | 18:15 - 19:45 p.m.

Public Lecture Series: Taming the Machines. God, Golem, and Gadget Worshippers: Meaning of Life in the Digital Age

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Taming the Machines — Horizons of Artificial Intelligence. The Ethics in Information Technology Public Lecture Series

This summer‘s „Taming the Machine“ lecture series sheds light on the ethical, political, legal, and societal dimensions of Artificial Intelligence (AI).
This lecture series brings together perspectives from ethics, politics, law, geography, and media studies to assess the potential for preserving and developing human values in the design, dissemination, and application of AI technologies. How does AI challenge our most fundamental social, political, and economic institutions? How can we bolster (or even improve) them in times of technological disruption? What regulations are needed to render AI environments fairer and more transparent? What needs to be done to make them more sustainable? In what sense could (and even should) we hold AI accountable?
To explore these and other related questions, this public lecture series invites distinguished international researchers to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit http://uhh.de/inf-eit.

Prof. Dr. Mathias Risse, John F. Kennedy School of Government, Harvard University, Cambridge, MA, USA

Institutions

  • UHH
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Tuesday, June 11th, 2024 | 18:15 - 19:45 p.m.

Public Lecture Series: Taming the Machines. Growing Up in the Midst of the AI Goldrush: from Data Scares to Data Scars

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Taming the Machines — Horizons of Artificial Intelligence. The Ethics in Information Technology Public Lecture Series

This summer‘s „Taming the Machine“ lecture series sheds light on the ethical, political, legal, and societal dimensions of Artificial Intelligence (AI).
This lecture series brings together perspectives from ethics, politics, law, geography, and media studies to assess the potential for preserving and developing human values in the design, dissemination, and application of AI technologies. How does AI challenge our most fundamental social, political, and economic institutions? How can we bolster (or even improve) them in times of technological disruption? What regulations are needed to render AI environments fairer and more transparent? What needs to be done to make them more sustainable? In what sense could (and even should) we hold AI accountable?
To explore these and other related questions, this public lecture series invites distinguished international researchers to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit http://uhh.de/inf-eit.

 Prof. Dr. Andra Siibak, University of Tartu, Tartu, Estland

Present day children’s futures are decided by algorithms predicting their probability of success at school, their suitability for a job position, their likely recidivism or mental health problems. Advances in predictive analytics, artificial intelligence (AI) systems, behavioral-, and biometrics technologies, have started to be aggressively used for monitoring, aggregating, and analyzing children’s data. Such dataveillance happening both in homes, schools, and peer networks has a profound impact not only on children’s preferences, social relations, life chances, rights and privacy but also the "future of human agency - and ultimately, of society and culture" (Mascheroni & Siibak 2021: 169).

Building upon the findings of my different empirical case studies, I will showcase how the popular digital parenting practices and the growing datafication happening in the education sector, could create not only hypothetical data scares but also lead to real data scars in the lives of the young.

Institutions

  • UHH
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Tuesday, April 30th, 2024 | 18:15 - 19:45 p.m.

Public Lecture Series: Taming the Machines. How Should We Talk about AI Ethics?

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Taming the Machines — Horizons of Artificial Intelligence. The Ethics in Information Technology Public Lecture Series

This summer‘s „Taming the Machine“ lecture series sheds light on the ethical, political, legal, and societal dimensions of Artificial Intelligence (AI).
This lecture series brings together perspectives from ethics, politics, law, geography, and media studies to assess the potential for preserving and developing human values in the design, dissemination, and application of AI technologies. How does AI challenge our most fundamental social, political, and economic institutions? How can we bolster (or even improve) them in times of technological disruption? What regulations are needed to render AI environments fairer and more transparent? What needs to be done to make them more sustainable? In what sense could (and even should) we hold AI accountable?
To explore these and other related questions, this public lecture series invites distinguished international researchers to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit http://uhh.de/inf-eit.

Vincent C. Müller is AvH Professor for Philosophy and Ethics of AI and Director of the Centre for Philosophy and AI Research (PAIR) at FAU Erlangen-Nuremberg

It is now frequently observed that there is no proper scope and no proper method in the discipline of AI-ethics. This has become an issue in the development towards maturity of the discipline, e.g. canonical problems, positions, arguments … secure steps forward. We propose a minimal, yet universal view of the field (again Müller 2020). Given this proposal, we will know the scope and the method, and we can appreciate the wide set of contributions.

Institutions

  • UHH
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Tuesday, June 25th, 2024 | 18:15 - 19:45 p.m.

Public Lecture Series: Taming the Machines. Repairing AI for Environmental Justice

UHH, Main Building, West Wing, Edmund-Siemers-Allee 1, Room 221

Taming the Machines — Horizons of Artificial Intelligence. The Ethics in Information Technology Public Lecture Series

This summer‘s „Taming the Machine“ lecture series sheds light on the ethical, political, legal, and societal dimensions of Artificial Intelligence (AI).
This lecture series brings together perspectives from ethics, politics, law, geography, and media studies to assess the potential for preserving and developing human values in the design, dissemination, and application of AI technologies. How does AI challenge our most fundamental social, political, and economic institutions? How can we bolster (or even improve) them in times of technological disruption? What regulations are needed to render AI environments fairer and more transparent? What needs to be done to make them more sustainable? In what sense could (and even should) we hold AI accountable?
To explore these and other related questions, this public lecture series invites distinguished international researchers to present and discuss their work. To get the latest updates and details how to attend the lectures, please visit http://uhh.de/inf-eit.

Prof. Dr. Aimee van Wynsberghe, Rheinische Friedrich-Wilhelms-Universität Bonn, D

Let us imagine that Artificial Intelligence (AI) is broken. Not in the physical sense in which pieces are falling apart and need to be put together; rather, in the metaphorical sense in which there are serious ethical concerns related to the design and development of AI that demand repair. In this talk I will outline a definition of Sustainable AI as an umbrella term to cover two branches with different aims and methods: AI for sustainability vs the sustainability of AI. I will show that AI for sustainability holds great promise but is lacking in one crucial aspect; it fails to account for the environmental impact from the development of AI.
 
Alternatively, the environmental impact of AI training (and tuning) sits at the core of the sustainability of AI, for example measuring carbon emissions and electricity consumption, water and land usage, and regulating the mining of precious minerals. All of these environmental consequences fall on the shoulders of the most marginalized and vulnerable demographics across the globe (e.g. the slave like working conditions in the mining of minerals, the coastal communities susceptible to unpredictable weather conditions). By placing environmental consequences in the centre one is forced to recognize the environmental justice concerns underpinning all AI models. The question then becomes, how can the AI space be repaired to transform current structures and practices that systemically exacerbate environmental justice issues with the consequence of further marginalizing vulnerable groups.

Institutions

  • UHH
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Monday, January 29th, 2024 | 18:00 p.m.

The Privacy Fallacy: Harm and Power in the Information Economy

University of Hamburg, Faculty of Law, Rothenbaumchaussee 33, Room A125

Professor Ignacio Cofone, McGill University

The Hamburg Network for Artificial Intelligence and Law (NAIL) invites you to its next event. We are pleased to welcome Professor Ignacio Cofone from McGill University in Montreal, Canada. He presents his latest book in which he demonstrates why our legal system is unable to adequately protect our privacy in the reality of new data-driven technologies such as AI. The lecture is followed by a subsequent discussion on the topic. The event will be held in English.

The event will take place in person at the University of Hamburg, Faculty of Law, Rothenbaumchaussee 33, Room A125. No registration is required for this.

There is also the option of participating online. Please sign up by emailing nail@ile-hamburg.de.

Institutions

  • Network for Artificial Intelligence and Law (NAIL)

 

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Tuesday, May 30th, 2023 | 9:00 - 11:00

Towards Responsible Conversational AI

DESY, Notkestraße 85, 22607 Hamburg, Bdg. 68 Rm 125

This year, open-domain conversational AI systems have finally reached the general public: they are widely accessible, excel w.r.t. the naturalness and fluency of their generated output, and provide helpful  responses for many of the users’ requests. However, there are still many open challenges —  in particular, relating to ethical aspects of their design: for instance, conversational AI systems are prone to encode and amplify unfair stereotypes and are exclusive to many speakers identifying as members of underrepresented cultural and subcultural groups. In this talk, I will present some of these challenges and discuss potential solutions towards responsible AI-based future communication.

You can find all the details and (eventually) the material at the Indico agenda: https://indico.desy.de/event/38994/

Institutions

Universität Hamburg
Adeline Scharfenberg
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Universität Hamburg
Adeline Scharfenberg
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Universität Hamburg
Adeline Scharfenberg
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