Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

Luca Longo,Mario Brcic,Federico Cabitza,Jaesik Choi,Roberto Confalonieri,Javier Del Ser,Riccardo Guidotti,Yoichi Hayashi,Francisco Herrera,Andreas Holzinger,Richard Jiang,Hassan Khosravi,Freddy Lecue,Gianclaudio Malgieri,Andres Paez,Wojciech Samek,Johannes Schneider,Timo Speith,Simone Stumpf

INFORMATION FUSION（2024）

Cited 58|Views85

Key words

Explainable artificial intelligence,XAI,Interpretability,Manifesto,Open challenges,Interdisciplinarity,Ethical AI,Large language models,Trustworthy AI,Responsible AI,Generative AI,Multi-faceted explanations,Concept-based explanations,Causality,Actionable XAI,Falsifiability

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