Different people have different perceptions about artificial intelligence (AI). It is extremely important to bring together all the alternative frames of thinking—from the various communities of developers, researchers, business leaders, policymakers, and citizens—to properly start acknowledging AI. This article highlights the ‘fruitful collaboration’ that sociology and AI could develop in both social and technical terms. We discuss how biases and unfairness are among the major challenges to be addressed in such a sociotechnical perspective. First, as intelligent machines reveal their nature (...) of ‘magnifying glasses’ in the automation of existing inequalities, we show how the AI technical community is calling for transparency and explainability, accountability and contestability. Not to be considered as panaceas, they all contribute to ensuring human control in novel practices that include requirement, design and development methodologies for a fairer AI. Second, we elaborate on the mounting attention for technological narratives as technology is recognized as a social practice within a specific institutional context. Not only do narratives reflect organizing visions for society, but they also are a tangible sign of the traditional lines of social, economic, and political inequalities. We conclude with a call for a diverse approach within the AI community and a richer knowledge about narratives as they help in better addressing future technical developments, public debate, and policy. AI practice is interdisciplinary by nature and it will benefit from a socio-technical perspective. (shrink)

Clark and Chalmers propose that the mind extends further than skin and skull. If they are right, then we should expect this to have some effect on our way of knowing our own mental states. If the content of my notebook can be part of my belief system, then looking at the notebook seems to be a way to get to know my own beliefs. However, it is at least not obvious whether self-ascribing a belief by looking at my notebook (...) is a case of introspection the same way that knowing my non-extended beliefs is. Traditionally this sort of introspection is thought to be privileged and special in ways that the extended introspection case seems not to be. There is nothing privileged about looking at my notebook. Anyone could do it. The aim of the paper is to find out how to understand extended introspection and whether there is something privileged and special about knowing one’s own extended beliefs. Moreover, the notebook case has close analogs using twenty-first century technology. It seems possible to know our beliefs that are extended to smartphones, wearable technology or a cloud-based data store. First, I present the case of extended introspection. I then discuss whether it should be understood as ordinary introspection or as mind-reading. Both seem to be bad fits, which finally prompts an original account for extended introspection based on epistemic rules. (shrink)

I want to suggest that the major influence of classical arguments for embodiment like "The Embodied Mind" by Varela, Thomson & Rosch (1991) has been a changing of positions rather than a refutation: Cognitivism has found ways to retreat and regroup at positions that have better fortification, especially when it concerns theses about artificial intelligence or artificial cognitive systems. For example: a) Agent-based cognitivism' that understands humans as taking in representations of the world, doing rule-based processing and then acting on (...) them (sense-plan-act) is often limited to conscious decision processes; and b) Purely syntactic cognition is compatible with embodiment, or supplemented by embodiment (e.g. for 'grounding'). While the empirical thesis of embodied cognition ('embodied cognitive science') is true and the practical engineering thesis ('morphological computation', 'cheap design') is often true, the conceptual thesis ('embodiment is necessary for cognition') is likely false - syntax is often enough for cognition, unless grounding is really necessary. I conclude that it has become more sensible to integrate embodiment with traditional approaches rather than "fight for embodiment" or "against cognitivism". (shrink)

As we live in a culture where “everything can be commodified, measured and calculated and can be put in the competitive market for sale, detached from its roots and purpose,” there is need to redefine our humanness in terms of the changing nature of science, technology, and their deeper impact on human life. More than anything else, it is Information Technology that now has tremendous influence on all spheres of our life, and in a sense, IT has become the destiny (...) of our life. And this is where the real trauma lies. On the one hand, our being in the cyberspace opens up new and exciting horizons before us; on the other hand, we ourselves are changed and transformed in the process. The virtual world transforms human users to a problem-solver technocrat. The speed at which Information Technology is changing the way that youth around the world are socializing, playing, and researching, it is the common practice now for a 15-year old to go home and update their MySpace page, followed by playing online games, or looking up the new trendy YouTube video. These forms of technology are often the topic of adolescent conversations as YouTube, blogs, e-magazines, Face book, MySpace, iPhones, and iPods dominate the commercial and social networking market. Some researchers refer to this phenomenon as ubiquitous technology drawing attention to the fact that ubiquitous technology acknowledges the speedy adoption of day-to-day use of technology as a global phenomenon. In this background, this article aims at revisiting the question, “What is to be human in the era of Ubiquitous Technology?” From a feminist perspective, one can still redefine the boundaries between femininity and masculinity in the context of IT and its impact on our lifestyle and thought style. While examining the ways in which our definitions of “woman” and “man” are shifting in this new communication environment, Elizabeth Lane Lawley observes that we cannot fix a single center from which the experiences of women with computer and communication systems can be viewed and that such fixity would only serve to deepen inequities rather than exposing and removing them. She finally submits, “It is possible to use new theoretical perspectives on the shifting boundaries of gender definitions to rethink a previously deterministic view of the effect of new technologies on society, and particularly the effect of those technologies on women. While the gradual absence of the subject from the field of Artificial Intelligence leads to the invisibility of feminine care along with social and relational nature of man, some feminists dismiss the biological sex distinction on such issues and encourage females to ‘imitate man’ and to become more aggressive, assertive and dominating” (Lawley 1993 ). What are the possible impacts of this new technology on the so-called feminine traits of our human nature? How far our definitions of “woman” and “man” are shifting in this new communication environment? This is what this article seeks to explore. (shrink)

In this paper we attempt to understand the intellectual origins of Albert Ellis' Rational Psychotherapy (now known as Rational Emotive Behavior Therapy). In his therapeutic practice Ellis used a 'lumper' argument to replace the focus of change in psychoanalysis: not the lengthy uncovering and reworking of the individual's personal history, but the demands in self-talk through which the client is currently dis turbed. In constructing around this the persuasive (rhetorical) package that became his therapy, Ellis drew on a number of (...) popular intellectual movements, operationalism, General Semantics, the holistic theory of emotion, cognitive psychology, and psychoanalysis itself. (shrink)

In The Adapted Mind (1992), Cosmides and Tooby argue for the thesis that biological evolution endowed the human mind with a system of content‐specific computational mechanisms designed to solve long‐standing adaptive problems humans encountered as hunter‐gatherers, and not just a generalized "capacity for culture" or all‐purpose "learning capacity". I analyze three types of arguments they offer: historical arguments for the rise of content‐Specific psychology; programmatic arguments for the aims, theory, concepts, and methods of their evolutionary approach; and experimental arguments for (...) the content‐dependence of reasoning. Their arguments stand or fall on the claim that functionally specialized adaptations must be richly structured in a content‐specific way. (shrink)

This paper supplements an earlier one (Wassermann 1978b). Its views aim to reinforce those of Lewontin and other prominent evolutionists, but differ significantly from the opinions of some philosophers of science, notably Popper (1957) and Olding (1978). A basic distinction is made between 'laws' and 'theories of mechanisms'. The 'Theory of Evolution' is not characterized by laws, but is viewed here as a hypertheory which explains classifiable evolutionary phenomena in terms of subordinate classifiable theories of 'evolution-specific mechanisms' (ESMs), each of (...) which could apply to a host of species. Adaptations could result from ESMs that are rooted in molecular complementarities. The status of optimization theories that aim to predict best adapted states of organisms or populations is also discussed. (shrink)

Current discussions on artificial intelligence, in both the theoretical and practical realms, contain a fundamental lack of clarity regarding the nature of artificial intelligence, perhaps due to the fact that the distinction between natural and artificial appears, at first sight, both intuitive and evident. Is AI something unnatural, non-human and therefore dangerous to humanity, or is it only a continuation of man’s natural tendency towards creativity? It is not surprising that from the philosophical point of view, this distinction is the (...) basic question that fundamentally affects all other considerations and conclusions pertaining to artificial intelligence. In this article, I would like to explain this difference and draw attention to some conclusions, which may result from a naturalistic perspective with regard to recent philosophical posthumanism. For this purpose, I present several examples of the natural–artificial distinction in the different fields of the philosophy of science and then discuss their implications for the problem of intelligence. Based on Dennett’s conception of intentionality and the naturalistic perspective, I demonstrate that besides the traditional conception, there is a non-anthropocentric evolutionary view in which the natural–artificial distinction disappears and it is possible to see a united process of intelligence creation. (shrink)

Geraldas Prince’as remiasi tokiu naratyvo apibrėžimu: objektas yra naratyvas, jei jis yra logiškai nuosekli bent dviejų asinchroninių įvykių, kurie nesuponuoja arba nenumano vienas kito, reprezentacija. Atkreipdamas dėmesį į svarbius klausimus apie naratyvo pobūdį, jo formą ir funkcionavimą, Prince’as pastebi, jog reikia mėginti aiškintis ir kokia yra mūsų suvokimą veikianti santykių sistema, galinti paaiškinti naratyvo semiozės pobūdį ir jos bruožus, naratyvų ir atskirų naratyvinių momentų reikšmę bei prasmingumą. Kalbėdamas apie naratologijos ateitį ir aptardamas įvairias jos šiuolaikines atmainas, jis iškelia keletą uždavinių (...) būsimiems naratologams. Pirmasis jų yra, pasitelkus naujus įrankius, įtraukiant naują tyrimų medžiagą ir naujausias pasakojimo moduliacijas, mėginti atpažinti arba ištirti kuo įvairesnius naratyvo aspektus, juos apibrėžiant, aprašant ir užbėgant už akių galimiems nenuoseklumams teorijoje. Antrasis uždavinys įpareigoja imtis naratyvo tyrimų ir naratologijos empirinių pagrindų. Prince’o nuomone, pats svarbiausias, trečiasis, naratologijos uždavinys yra aiškaus, išsamaus ir realistinio naratyvinės kompetencijos modelio plėtra. (shrink)

What happens to professional and technical work when it is computerized? Exploratory analysis of case studies indicates that when expert systems are used to enhance the work of professionals, some tasks of medium- and low-skilled support personnel are integrated into the work of highly skilled experts. Technical workers are thus at risk of having their jobs automated as part of the computer enhancement of professionals. When computerization replaces expertise, job opportunities for medium-skilled personnel shrink and barriers to upward mobility through (...) on-the-job experience are reduced Entry-level professionals or even technicians with computers can perform tasks formerly done by experienced professionals. But working conditions do not promote the development of expertise and professional judgment among these workers. Thus it appears that routinization, deskilling, and automation are not only the problems of manual laborers in the information age; professional workers are also at risk, in complex ways. (shrink)

This paper considers the impact of the AI R&D programme on human society and the individual human being on the assumption that a full realisation of the engineering objective of AI, namely, construction of human-level, domain-independent intelligent entities, is possible. Our assumption is essentially identical tothe maximum progress scenario of the Office of Technology Assessment, US Congress.Specifically, the first section introduces some of the significant issues on the relational nexus among work, education and the human-machine boundary. In particular, based on (...) a Russellian conception of rationality I briefly argue that we need to change our related conceptions of work, employment and free time, through a new human-centred education. On the human-machine boundary problem, I make a couple of tentative suggestions and put forward some crucial open questions.Section two discusses the impact of the emerging machine intelligence on human nature both as modification of its self-image, keeping human nature itself unchanged, and its potential for altering human nature itself. I briefly argue that: (i) in a certain context, the question of the supremacy or uniqueness of human intelligence loses much, if not all, of its ‘weight’; and (ii) appearance of Robot-X species would immortalise the human spirit. (shrink)

This essay provides a gender critique of the Eliza effect. It delineates the way in which the Eliza effect is operationalised in AI research even as it is ostensibly demystified, for example, in th...

L'informatique se définissant comme le traitement rationnel de l'information par machine automatique et l'intelligence se caractérisant par une même capacité de traitement rationnel, il était inévitable que l'on songe à associer l'intelligence au traitement automatique de l'information. C'est ce qu'a fait John McCarthy en forgeant le terme d'intelligence artificielle. Par «intelligence artificielle» on peut vouloir exprimer l'ambition de1. Recréer, transformer ou développer l'intelligence artificiellement2. Simuler l'intelligence en la reconstituant dans des modéles imitant certains aspects de notre intelligence dite naturelle.

Steady technological and economic progress gives science and the scientific method a distinguished position in today's culture. Therefore, there may be an impression that areas not belonging to science may hamper this progress of humanity. The views of Dean E. Wooldridge exemplify this position. The only hope is seen in the rational dimension of man in which there is no room for ethical considerations. This rational dimension is also the sole representation of man in the image created by artificial intelligence. (...) Before, AI was at least interested in philosophical issues concerning a model of man, now, AI has no interest in them; it has become an applied science trying to produce workable systems for military and industrial application. However, the model of rational man remained, and because of the prestige of computer science, the model is the most widely recognized as an official model of our epoch.There are three possible ways of improving the situation with regard to the moral dimension of man: saturating knowledge bases with moral values, carefully choosing the sponsor of each project, and saturating education with ethics by making it a part of each major on the undergraduate, and, in particular, the graduate levels. (shrink)