Z-Inspection®:

A holistic and analytic process to assess trustworthy AI

The Process

Z-Inspection®, to the best of our knowledge, is the first process that combines a holistic and analytic approach to assess trustworthy AI in practice.

Z-Inspection® is a general inspection process for Ethical AI which can be applied to a variety of domains such as business, healthcare, public sector, among many others. It uses applied ethics.

Assessing Trustworthy AI. Best Practices

We have used and tested Z-Inspection® by evaluating a non invasive AI medical device which was designed to assist medical doctors in the diagnosis of cardiovascular diseases.

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Education

What are the consequences for society? For human beings / individuals?  Does AI serve human kind?

Discussion and debate of ethical issues is an essential part of professional development—both within and between disciplines—as it can establish a mature community of responsible practitioners.

Through ethical reflection students can gain orientation / competencies that will help them in their ethical decision making.

Certification

In Spring 2021 we will provide the first certification for Z-Inspection® (basic/level 1)

Resources

Ethical Implications of AI

Series of Lectures— Open to all

Videos, Slides, Reports/Papers classified by topics

News

We started assessing this new use cases:

Machine learning as a supportive tool to recognize cardiac arrest in emergency calls.

in cooperation with Emergency Medical Services Copenhagen, and the Department of Clinical Medicine, University of Copenhagen, Denmark

Our Team

Roberto V. Zicari

Roberto V. Zicari

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
John Brodersen

John Brodersen

Section of General Practice and Research Unit for General Practice, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Danemark; and Primary Health Care Research Unit, Region Zealand, Denmark
Norman Stürtz

Norman Stürtz

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Magnus Westerlund

Magnus Westerlund

Arcada University of Applied Sciences, Helsinki, Finland
 Florian Möslein

Florian Möslein

Institute of the Law and Regulation of Digitalization, Philipps-University Marburg, Germany
 Pedro Kringen

Pedro Kringen

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Melissa McCullough

Melissa McCullough

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
 Gemma Roig

Gemma Roig

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Jesmin Jahan Tithi

Jesmin Jahan Tithi

Intel Labs, Santa Clara, CA, USA
Irmhild van Halem

Irmhild van Halem

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
 Todor Ivanov

Todor Ivanov

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
James Brusseau

James Brusseau

Philosophy Department, Pace University, New York, USA
Dennis Vetter

Dennis Vetter

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Naveed Mushtaq

Naveed Mushtaq

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Herbert Chase

Herbert Chase

Clinical Medicine, Columbia University Medical Center, USA
 Karin Tafur

Karin Tafur

Independent AI Researcher (Law and Ethics) and Legal Tech Entrepreneur, Barcelona, Spain
Jim Tørresen

Jim Tørresen

Department of Informatics, University of Oslo, Norway
Nikita Aggarwal

Nikita Aggarwal

Faculty of Law and Oxford Internet Institute, University of Oxford, UK
Sune Holm

Sune Holm

Department of Food and Resource Economics, Faculty of Science University of Copenhagen, DK
Alessio Gallucci

Alessio Gallucci

Department of Mathematics and Computer Science Eindhoven University of Technology, The Netherlands
Karsten Tolle

Karsten Tolle

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Andy Spezzati

Andy Spezzati

Computer Science Department, University of California, Berkeley, USA
 Carl-Maria Mörch

Carl-Maria Mörch

Université de Montréal and Mila, Canada
Emmanuel Goffi

Emmanuel Goffi

Observatoire Ethique & Intelligence Artificielle de l’Institut Sapiens, Paris and aivancity, School for Technology, Business and Society, Paris-Cachan, France
Maria Chiara Demartini

Maria Chiara Demartini

Department of Economics and Management, Università degli studi di Pavia, Italy
Vegard Antun

Vegard Antun

Department of Mathematics, University of Oslo, Norway
Thilo Hagendorff

Thilo Hagendorff

Cluster of Excellence "Machine Learning: New Perspectives for Science" - Ethics & Philosophy Lab University of Tuebingen , Germany
Rita Singh

Rita Singh

Language Technologies Institute, School of Computer Science Carnegie Mellon University, USA
Georgios Kararigas

Georgios Kararigas

German Centre for Cardiovascular Research, Charité University Hospital, Berlin, Germany
 Laura Palazzani

Laura Palazzani

Philosophy of Law, LUMSA University, Rome, Italy
  Matiss Ozols

Matiss Ozols

Division of Cell Matrix Biology and Regenerative Medicine, The University of Manchester, UK
Elisabeth Hildt

Elisabeth Hildt

Center for the Study of Ethics in the Professions, Illinois Institute of Technology Chicago, USA
Marianna Ganapini

Marianna Ganapini

Philosophy Department, Union College, NY, USA
Ludwig Christian Hinske

Ludwig Christian Hinske

Klinik für Anaesthesiologie, LMU Klinikum and Institut für medizinische Informationsverarbeitung, Biometrie und Epidemiologie, Ludwig-Maximilians-Universität München, Germany
Eberhard Schnebel

Eberhard Schnebel

Frankfurt Big Data Lab, Goethe University Frankfurt, Germany
Boris Düdder

Boris Düdder

Department of Computer Science (DIKU), University of Copenhagen (UCPH), Denmark
 Davi Ottenheimer

Davi Ottenheimer

Davi Ottenheimer, VP Trust and Digital Ethics, Inrupt, San Francisco, USA
Thomas Gilbert

Thomas Gilbert

Center for Human-Compatible AI, University of California, Berkeley, USA
Megan Coffee

Megan Coffee

Department of Medicine and Division of Infectious Diseases and Immunology, NYU Grossman School of Medicine, New York, USA
Valentina Beretta

Valentina Beretta

Department of Economics and Management, Università degli Studi di Pavia, Italy
Vince Madai

Vince Madai

Charité Lab for AI in Medicine, Charité Universitätsmedizin Berlin, Germany
Anne Riechert

Anne Riechert

Data Protection Law and Law in the Information Processing, Frankfurt University of Applied Sciences, Germany