License Implications for XAI Attribution: Legal Analysis of Open Source Explanation Dependencies

May 27, 2026Open Access

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Key Points

This analysis aims to investigate the legal implications of using open source components in Explainable Artificial Intelligence (XAI) systems.
Conducted a legal analysis of existing licenses applicable to open source dependencies in XAI frameworks.
Examined relevant case law to clarify attribution responsibilities and license compliance.
Identified potential legal conflicts and proposed frameworks for better alignment with XAI objectives.
Found that current licenses may inadequately address attribution in XAI, leading to legal uncertainties.
Identified specific open source licenses that are more favorable for XAI applications.
Proposed a recommended framework for clearer legal guidelines on attribution and dependencies in XAI.

Legal analysis examines attribution and license implications of open source dependencies in XAI, suggesting necessary frameworks.

Research article: License Implications for XAI Attribution: Legal Analysis of Open Source Explanation Dependencies

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Ivchenko et al. (2026) studied this question.

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