التفاصيل البيبلوغرافية
| العنوان: |
The black box problem revisited. Real and imaginary challenges for automated legal decision making. |
| المؤلفون: |
Brożek, Bartosz, Furman, Michał, Jakubiec, Marek, Kucharzyk, Bartłomiej |
| المصدر: |
Artificial Intelligence & Law; Jun2024, Vol. 32 Issue 2, p427-440, 14p |
| مصطلحات موضوعية: |
ARTIFICIAL intelligence, OPACITY (Linguistics), DECISION making in law, ARTIFICIAL intelligence laws |
| مستخلص: |
This paper addresses the black-box problem in artificial intelligence (AI), and the related problem of explainability of AI in the legal context. We argue, first, that the black box problem is, in fact, a superficial one as it results from an overlap of four different – albeit interconnected – issues: the opacity problem, the strangeness problem, the unpredictability problem, and the justification problem. Thus, we propose a framework for discussing both the black box problem and the explainability of AI. We argue further that contrary to often defended claims the opacity issue is not a genuine problem. We also dismiss the justification problem. Further, we describe the tensions involved in the strangeness and unpredictability problems and suggest some ways to alleviate them. [ABSTRACT FROM AUTHOR] |
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