examining the potential challenges | 10.1163/22131035-14020001
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Reliability of ai
4.1
Navigating the Complexities of Nationality Laws
Another challenge is that determining a person is stateless involves its own
peculiarity and complexity that might not be grasped by ai algorithms.
Statutory laws and international treaties often require human interpretation
where there are ambiguous and normative or context-dependent meanings.154
ai systems may lack the ability to interpret complex legal terms that human
adjudicators provide and may confuse the meaning of certain terms because
the technological capacity to readily code complex legal text still does not
exist.155 The European Union (EU) Artificial Intelligence Act has labelled as
‘high risk’ ai systems intended to be used by a judicial authority in interpreting
facts and the law and applying the law to facts or by alternative dispute
resolution when the outcomes produce legal effects for the parties.156
In certain situations, the intricacy of a state’s nationality laws and practices
may warrant the use of human expert evidence.157 Consequently, the depth of
understanding that humans can provide remains indispensable. Olivier argues
that ‘human intelligence in the decision-making process transcends logic and is
not entirely based on some sort of specific algorithm process’.158 Humans possess
the ability to engage in critical thinking and nuanced reasoning – capacities
that ai currently lacks. Given that ai is not yet sufficiently advanced to interpret
complex legal terminology, it should not replace human decision-makers. I now
elaborate upon some of the complexities involved in the statelessness area.
In state’s nationality legislation, the term ‘national’ is used differently in
different countries and different nationals could be granted distinct rights.159 If
ai has to determine statelessness, how ai algorithms will navigate the different
terms used in different countries is difficult to understand.
ai may not perform well, or at all, in areas that involve abstract concepts
such as ‘reasonableness’.160 This concept involve actually understanding the
154
155
156
157
158
159
160
Magnus Killander, ‘Interpreting Regional Human Rights Treaties’ (2010) 7 (13) sur
International Journal on Human Rights 145–169.
Foster, (n 6) at 6.
Veronika Fikfak and Laurence R Helfer, ‘Automating International Human Rights
Adjudication’ (2025) 69 46 Michigan Journal of International Law 117; European Union
Artificial Intelligence Act 2024 Annex iii, point 8.
Handbook on Statelessness (n 13) para 85.
Olivier, (n 133).
Handbook on Statelessness,(n 13) para 52: “citizen”, “subject”, “national” in French, and
“nacional” in Spanish.
Harry Surden, ‘Artificial intelligence and law: An overview’ 35(4) 2019 Georgia State
University Law Review 1326.
International Human Rights Law Review (2025) 1–31