This essay presents an analysis of different processes of machine learning: supervised, unsupervised, and semisupervised, through the prism of the epistemologies of several prominent Islamic philosophical schools. I discuss the way each school conceptualizes the ontological absolute (immortality, death, afterlife) and the way this shapes their respective epistemologies. I present an analysis of the different machine learning processes through the prism of the epistemological constructs of each of these philosophic traditions. I conclude with the argument that more scholars from the (...) Islamic philosophical tradition should engage in the debates about the development of artificial intelligence and its implications, given that many Muslim countries are among the leaders in this development and its application in everyday life. (shrink)

While robots were traditionally built to achieve economic efficiency and financial profits, their roles are likely to change in the future with the aim to provide social support and companionship. In this research, we examined whether the robot’s proposed function (social vs. economic) impacts judgments of mind and moral treatment. Studies 1a and 1b demonstrated that robots with social function were perceived to possess greater ability for emotional experience, but not cognition, compared to those with economic function and whose function (...) was not mentioned explicitly. Study 2 replicated this finding and further showed that low economic value reduced ascriptions of cognitive capacity, whereas high social value resulted in increased emotion perception. In Study 3, robots with high social value were more likely to be afforded protection from harm, and such effect was related to levels of ascribed emotional experience. Together, the findings demonstrate a dissociation between function type (social vs. economic) and ascribed mind (emotion vs. cognition). In addition, the two types of functions exert asymmetric influences on the moral treatment of robots. Theoretical and practical implications for the field of social psychology and human-computer interaction are discussed. (shrink)

As the artificial intelligence of computers grows ever-more sophisticated and continues to surpass the capacities of human minds in many ways, people are forced to question alleged ontological categories that separate humans from machines. As we are entering the world which is populated by non-enhanced and enhanced humans, cyborgs, robots, androids, avatars, and clones among them, the desire for evolutionary mastery of the natural world has taken on the two main directions: merging with machines in disembodied forms or embodied forms. (...) As a path to breaking past the discontinuity between humans and machines and enter into a world beyond the “fourth” discontinuity, machines are viewed as an evolutionary step toward the “perfection” or “immortality” of humans. However, this popular, instrumental views of machines, stemming from the existential death anxiety and the hope for transcending mortality, reveals the karmic dilemma of desiring or grasping something. We shall discuss the possibility that machines can present, ultimately, a revolutionary step rather than an evolutionary step toward understanding “who we are.” The path toward a continuity with machines lies not in our desire for merging with the robots, but in recognizing the arbitrary nature of all such identity categories. This radical understanding of the self-identity can be seen as a facet of enlightened experience. (shrink)

This article explores the implications of what it means to moralize about future technological innovations. Specifically, I have been invited to comment on three papers that attempt to think about what seems to be an impending social reality: the availability of life-like sex robots. In response, I explore what it means to moralize about future technological innovations from a secular perspective, i.e., a perspective grounded in an immanent, socio-historically contingent view. I review the arguments of Nancy Jecker, Mark Howard and (...) Robert Sparrow, and Wang Jue and respond to their arguments concerning the permissible limits of human-robot sexual interaction. I argue that we are in a poor epistemic position regarding what the actual future human response will be towards sex robots and how it affects society generally. Given this poor epistemic position, I argue that moralizing about future trends like human-robot sex is difficult because we do not have the relevant facts to work with. Furthermore, I remain skeptical as to policy recommendations based on socio-historically contingent moral viewpoints both because they do not carry in principle moral authority to say what future others may or may not do with their property and they may not even appeal to future secular others, insofar as secular morality is plural and consistently develops anew. (shrink)

What would a romantic relationship between a biological human and an artificial intelligence system look like? The question is explored through a fictional correspondence between Alan Turing and Ada Lovelace.

This study investigates the effects of cultural orientation and the degree of disdain for robots on the preferred conversational styles in human-to-robot interactions. 203 participants self-reported on questionnaires through a computer-based online survey. The two requesting situations were intended to simulate the participants' interactions with humanoid social robots through an Internet video-phone medium of communication. Structural equation modeling was performed to examine the mediating role of mechanistic disdain between multicultural orientation and conversational constraints. The findings reveal that between the two (...) dimensions of multicultural orientation, only open-mindedness inversely influences mechanistic disdain. Mechanistic disdain, in turn, negatively affects three face-related conversational constraints, thereby leading to a lesser concern for robots' feelings, for minimizing impositions on robots, and for avoiding robots' negative evaluations. The implications of our findings on humans' relations with virtual robot entities and on the future development of humanoid robots are discussed. (shrink)

Intelligent machines are no longer distant fantasies of the future or solely used for industrial purposes; they are real “living” things that operate similarly to humans with verbal and nonverbal communication capabilities. Humans see in such technology the horrifying dangers and the bliss enabled by the saving power. Entrenched in the emotions of hope and fear concerning intelligent machines, humans’ attitudes toward intelligent machines are not free of expectations, judgments, strategies, and selfish agendas. As the discovery of the New Worlds (...) has led to the development of an understanding of self as distinct from the other, narratives on intelligent robots have taken on similar forms of colonial discourse: contradictory manifestations of ethnocentrism (anthropocentrism) and exoticism. Similar to colonial encounters, the racialized Mechanical _Other_ operates like any other marginalized group. Colonial discourse often regards the mechanical _Other_ as both inferior yet exotic, which usually produces a mixed sense of blessing and curse, ambivalence composed of both desire and aversion. In these representations of machinic _otherness,_ one should not miss the fundamental injustice of creating the “Machinic Other” and imposing humans’ viewpoints. The field must expand the purview of intelligent machines to consider the larger historical and cultural forces shaping our understanding of who we are as reflected in the mirror of intelligent machines. (shrink)

Using anthropological theory, this paper examines human–android interactions (HAI) as an emerging aspect of android science. These interactions are described in terms of adaptive learning (which is largely subconscious). This article is based on the observations reported and supplementary data from two studies that took place in Japan with a teleoperated android robot called Telenoid in the socialization of school children and older adults. We argue that interacting with androids brings about a special context, an interval, and a space/time for (...) reflection and imagination that was not there before. During the interaction something happens. There is adaptive learning and as a result, both children and older adults accepted Telenoid, and the children and older adults accepted each other. Using frames of play and ritual, we make sense and ‘capture’ moments of adaptive learning, and the feedback that elicits a social response from all study participants that results in self-efficacy and socialization. While “ritual” refers to the application of what has been learned and “play” means that there are no obvious consequences of what has been learned. This analysis illuminates new understanding about the uncanny valley, cultural robotics and the therapeutic potential of HAI. This has implications for the acceptance of androids in ‘socialized roles’ and gives us insight into the subconscious adaptive learning processes that must take place within humans to accept androids into our society. This approach aims to provides a clearer conceptual basis and vocabulary for further research of android and humanoid development. (shrink)