Workshop: AI Leadership and Trustworthy AI in Practice
The IQZ Workshop "Transparency in AI: From Bias Awareness to Documentation Practices" at IQZ Kaiserslautern launches a workshop series on the trustworthiness of AI systems. In a time when AI is increasingly being used in critical areas such as medicine, undetected decision biases represent one of the biggest obstacles to their safe use. The European AI Act responds to this with comprehensive transparency requirements for AI providers. But it's not just developers who are challenged – users also benefit from a thorough understanding of transparency aspects when selecting and integrating AI solutions. This workshop provides a practice-oriented introduction and teaches best practices for the safe implementation and documentation of AI systems.
What to expect:
In-depth insights into opportunities and challenges of AI documentation
Practical best practices for implementing and selecting trustworthy AI systems
Updates on transparency requirements of the European AI Act
Strategies for detecting and handling bias in AI systems
The workshop will be conducted in English. Participation is free of charge.
Event Details:
Time: January 30, 2025, 1:45 PM – 5:30 PM
Location: Innovation & Quality Center, German Research Center for Artificial Intelligence, Trippstadter Str. 122, 67663 Kaiserslautern
Target Audience: Executives, entrepreneurs, as well as AI developers and users from industry
Speakers: Jana Fehr (Berlin Institute of Health at Charité), Ludger van Elst, David Dembinsky, Hiba Najar (all DFKI Kaiserslautern)
Agenda
01
TAI 101: A Brief Introduction to Trustworthy AI
Trustworthy AI Basics: Building a Common Ground
02
AI Transparency for Trustworthiness
Unmasking Bias: Dangers & Pitfalls
Exploring the Meaning of AI Transparency
Best Practices for Transparent AI through Documentation
Effective AI Documentation – State-of-the-Art
03
Transparency Beyond Documentation
Overview on Challenges & Opportunities of Explainable AI
Importance of Quality Metrics