[Submitted on 29 Apr 2020]

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Abstract: With the increased expectation of artificial intelligence, academic research
face complex questions of human-centred, responsible and trustworthy technology
embedded into society and culture. Several academic debates, social
consultations and impact studies are available to reveal the key aspects of the
changing human-machine ecosystem. To contribute to these studies, hundreds of
related academic sources are summarized below regarding AI-driven decisions and
valuable AI. In details, sociocultural filters, taxonomy of human-machine
decisions and perspectives of value-based AI are in the focus of this
literature review. For better understanding, it is proposed to invite
stakeholders in the prepared large-scale survey about the next generation AI
that investigates issues that go beyond the technology.