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AI Forensics: Accountability through Interpretability in Visual AI Systems

Projektnummer

0069793

Zusammenfassung

The project proposes AI forensics as a new sociotechnical framework for the analysis and critique of AI systems. This implies the design and development of new AI forensics tools for the investigation of large AI datasets (that are impossible to analyze manually), models (reverse-engineering the black box effect), and applications (exposing their sociohistorical context), making state-of-the-art results from explainable and interactive machine learning accessible to researchers in the humanities and beyond. The resulting open source AI forensics toolkit is designed to be used by, and s...

Projektinformationen

Status:

Durchführung

Startdatum:

01.07.2022

Enddatum:

31.12.2025

Fördersumme:

1.283.800 €

Profilbereich:

Gesellschaftliche Transformationen

Förderinitiative:

Künstliche Intelligenz - Ihre Auswirkungen auf die Gesellschaft von morgen