Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Designing for Human Rights in AI   In the age of big data, companies and governments are increasingly using
algorithms to inform hiring decisions, employee management, policing, credit
scoring, insurance pricing, and many more aspects of our lives. AI systems can
help us make evidence-driven, efficient decisions, but can also confront us
with unjustified, discriminatory decisions wrongly assumed to be accurate
because they are made automatically and quantitatively. It is becoming evident
that these technological developments are consequential to people's fundamental
human rights. Despite increasing attention to these urgent challenges in recent
years, technical solutions to these complex socio-ethical problems are often
developed without empirical study of societal context and the critical input of
societal stakeholders who are impacted by the technology. On the other hand,
calls for more ethically- and socially-aware AI often fail to provide answers
for how to proceed beyond stressing the importance of transparency,
explainability, and fairness. Bridging these socio-technical gaps and the deep
divide between abstract value language and design requirements is essential to
facilitate nuanced, context-dependent design choices that will support moral
and social values. In this paper, we bridge this divide through the framework
of Design for Values, drawing on methodologies of Value Sensitive Design and
Participatory Design to present a roadmap for proactively engaging societal
stakeholders to translate fundamental human rights into context-dependent
design requirements through a structured, inclusive, and transparent process.

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The categories of this paper are: plasm-ph
23
The categories of this paper are: solv-int
20
The categories of this paper are: acc-phys
14
The categories of this paper are: math-ph
11
The categories of this paper are: hep-lat
8
The categories of this paper are: hep-ex
3
The categories of this paper are: physics
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The categories of this paper are: q-fin
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The categories of this paper are: chao-dyn
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The categories of this paper are: quant-ph
7
The categories of this paper are: hep-th
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The categories of this paper are: alg-geom
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The categories of this paper are: dg-ga
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The categories of this paper are: nucl-ex
10
The categories of this paper are: q-bio
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The categories of this paper are: patt-sol