AI Ethics

Artificial friendship with machines, challenges of fair Artificial Intelligence and accountability of AI-based decisions: The three-part blog series “AI Ethics” provides insights into current research on the ethically responsible design of artificially intelligent systems. The authors are part of the Explainable Intelligent Systems project, a joint project of TU Dortmund University and Saarland University.

- Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

Let us be clear: Why text simplification matters and what ML can do to help

15. November 2023

Think about the last time you found yourself struggling with the meaning of a complex article or document. Many of us...

Erklärbarkeit von KI-Systemen für Verbraucher*innen | Explainability of AI systems for consumers

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Explanation good, all good? How consumers can be informed about the deployment and functioning of AI systems

08. November 2023

Mithilfe von Methoden der erklärbaren Künstlichen Intelligenz (XAI, Explainable AI) können Entwickler*innen die...

Menschenzentriertes maschinelles Lernen verknüpft menschliche und Computerintelligenz mithilfe von Visual Analytics.|Schematische Darstellung der Rolle von VA in der Kommunikation zwischen Mensch und Computer.|Visuelle Darstellung einer Regel als rechteckiges Symbol (Glyphe) mit mehreren vertikalen Achsen für die im Modell verwendeten Merkmale.|Gruppe ähnlicher Darstellung von Regeln auf der rechten Seite gegenüber einer Darstellung der allgemeineren Vereinigungsregel auf der linken Seite.

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Towards human-centred Machine Learning

25. October 2023

Human-centred Machine Learning strives for a tight coupling of human and computer intelligence and a synergistic...

00 Blog Schmidt KI Ethik 3 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

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That wasn’t me! – Who is responsible for AI-supported decisions?

08. December 2021

Anna takes her little brother's toy, and he starts to scream. Their father comes into the room and immediately...

00 Blog Schomaecker Herausforderungen fairer KI - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

The mathematical and ethical challenges of fair AI

01. December 2021

When we use Artificial Intelligence (AI) for important tasks, we want it to treat all people fairly. Unfortunately,...

00 Blog Mann Freundschaft - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

My friend, the robot – Can friendship be programmed?

24. November 2021

Friendships with machines are a recurring theme in literature and pop culture. As early as the mid-20th century, Isaac...