A thematic priority of the European Union’s Framework V research and development programme was the creation of a user-friendly information society which met the needs of citizens and enterprises. In practice, though, for example in the case of on-line digital music, the needs of citizens and enterprises may be in conflict. This paper proposes to leverage the appearance of ‘intelligence’ in the platform layer of a layered communications architecture to avoid such conflicts in similar applications in the future. The key (...) idea is that if the intelligence is encapsulated in an agent, then the agents should be organized as a society, and then the rules of the society can be used to ensure ‘responsible’ behaviour. We discuss how an agent society can be used to regulate behaviour in future information trading scenarios, and conclude that this approach offers a ‘third way’ which can satisfy the (reasonable) needs of both citizens and enterprises in the user-friendly information society. (shrink)

To identify how digital media are being used by community-led initiatives of the Centro Region of Portugal, and to identify the requirements that a digital platform for mediation between agents in the territory should have, two focus groups were conducted, involving six small-sized community-led initiatives and six larger-sized community-led initiatives. This article details the results of these focus groups, according to the following main categories: use of existing communication and mediation tools; the purpose of use of digital tools; type of (...) experiences prompted by digital tools and attributes and features desired in a digital platform to support community-led initiatives. The results show differences between the use and needs of digital tools by small- and larger-sized initiatives and offer interesting insights to prototype an innovative digital solution, to enhance the actions of community-led initiatives. A reference framework for digital mediation strategies and a mobile app prototype were developed, based on these surveys. The article contributes with an analytical view about the development of digital solutions, which aim to strengthen the relationship among agents of local communities and promote mediation mechanisms among all stakeholders in territorial-based innovation. (shrink)

Recent years have witnessed the rise of digital platforms that allow economic agents to arrange ever more fine-grained contracts. This article zooms in on labour-based platforms that permit the hire of labour in a just-in-time fashion (and are part of the broader trend towards on-demand work). Its principal contribution comes in three parts. First, exposing the frequently overlooked diversity of labour-based platforms, the article proposes to distinguish platform companies, which directly sell services and then purchase the labour (...) needed to provide them, and broker platforms, which act merely as intermediaries. Second, it examines how platforms of each type pose distinct threats to labour justice, thereby extending Daniel Halliday's (2021) analysis. Drawing on empirical studies of the experiences of platform workers, it identifies a power imbalance as the root cause of these threats across all platforms. Finally, the article assesses three strategies to counter these threats: introducing stricter regulation, turning platforms into worker-run co-ops, and improving outside job opportunities. In exploring how each strategy could be implemented for specific platforms, it makes the case for always discussing labour-based platforms with one eye to their specific structural features and the other eye to the broader labour market. (shrink)

Agent-based models have played a prominent role in recent debates about the merits of democracy. In particular, the formal model of Lu Hong and Scott Page and the associated “diversity trumps ability” result has typically been seen to support the epistemic virtues of democracy over epistocracy (i.e., governance by experts). In this paper we first identify the modeling choices embodied in the original formal model and then critique the application of the Hong-Page results to philosophical debates on the relative (...) merits of democracy. In particular we argue that the “best-performing agents” in Hong-Page model should not be interpreted as experts. We next explore a closely related model in which best-performing agents are more plausibly seen as experts and show that the diversity trumps ability result fails to hold. However, with changes in other parameters (such as the deliberation dynamic) the diversity trumps ability result is restored. The sensitivity of this result to parameter choices illustrates the complexity of the link between formal modeling and more general philosophical claims; we use this debate as a platform for a more general discussion of when and how agent-based models can contribute to philosophical discussions. (shrink)

Pervasive, easy-to-use privacy services are keys to enabling users to maintain control of their private data in the online environment. This paper proposes (1) an online privacy lifecycle from the user perspective that drives and categorizes the development of these services, (2) a layered platform design solution for online privacy, (3) the evolution of the PeCAN (Personal Context Agent Networking) architecture to a platform for pervasively providing multiple contexts for user privacy preferences and online informational privacy services, and (4) (...) use of platform network effects for increasing wide-scale user adoption of privacy services. One implication of this paper’s concepts is that platform-mediated networks, which are reportedly the vehicles for most of the revenue earned by 60 of the world’s largest companies, and other platforms that commonly host millions of users, will not have to individually reinvent and manage sophisticated user services for privacy protection since universal privacy platforms can be layered on them in future. (shrink)

Software agents extend the current, information-based Internet to include autonomous mobile processing. In most countries such processes, i.e., software agents are, however, without an explicit legal status. Many of the legal implications of their actions (e.g., gathering information, negotiating terms, performing transactions) are not well understood. One important characteristic of mobile software agents is that they roam the Internet: they often run on agent platforms of others. There often is no pre-existing relation between the owner of a running (...) agents process and the owner of the agent platform on which an agent process runs. When conflicts arise, the position of the agent platform administrator is not clear: is he or she allowed to slow down the process or possibly remove it from the system? Can the interests of the user of the agent be protected? This article explores legal and technical perspectives in protecting the integrity and availability of software agents and agent platforms. (shrink)

In this paper, we will address anonymity, privacy and trust issues that arise during the research on a communication platform for multi-modal transport. Though most logistic information is currently available in electronic form, it is not widely accessible yet to all the parties concerned with transport. The major goal of a communication platform is to improve the conditions for exchanging information, which should lead to better organisation/collaboration within the transport sector. We need to merit credibility by faithfully modelling all the (...) relevant real world interactions. Therefore, we opted for a connectivity solution in which software agents act as representatives of the parties involved. All agents can be equipped with human-like skills and qualities such as intelligence, autonomy, and the ability to cooperate, coordinate and negotiate. We will demonstrate how cooperation between different transport parties can be achieved without necessarily putting all the sensitive information on the web. (shrink)

Nicholas Vriend asked whether F.A. Hayek was an “ace,” and answered affirmatively. By “ace,” Vriend meant someone who worked with agent-based modeling. To be sure, Hayek could not have worked with agent-based models because that platform did not exist when Hayek was developing his ideas about the distribution and use of knowledge in society. All the same, Vriend explained convincingly that Hayek could have made good use of the agent-based platform had it been available in the 1930s. (...) To similar effect, we argue in this paper that James Buchanan could have made good use of agent-based modeling to carry forward his ideas about the value of taking an emergent approach to the explanation of economic processes. (shrink)

It is now more than ten years since the EU FET project ALFEBIITE finished, during which its researchers made original and distinctive contributions to (inter alia) formal models of trust, model-checking, and action logics. ALFEBIITE was also a highly inter-disciplinary project, with partners from computer science, philosophy, cognitive science and law. In this paper, we reflect on the interaction between computer scientists and information and IT lawyers on the idea of the ‘open agent society’. This inspired a programme of (...) research whose investigation into conceptual challenges has carried it from the logical specification of agent societies and dynamic norm-governed systems to self-organising electronic institutions, while developing several technologies for agent-based modelling and complex event recognition. The outcomes of this inter-disciplinary collaboration have also influenced current research into using the open agent society as a platform for socio-technical systems, and other collective adaptive systems. We present a number of research challenges, including the ideas of computational justice and polycentric governance, and explore a number of ethical, legal and social implications. We contend that, in order to address these issues and challenges, the continued inter-disciplinary collaboration between computer science and IT lawyers is critical. (shrink)

E-commerce conceivable future trade, consumption, and service is a new digital employer mode. Therefore, in order to decorate the customary natural environment of operation, it is quintessential to get rid of the preferred desktop in the true field, create a social logistics and transportation administration computing device with commodity agents and distributors as the key features, and mix freight logistics, business enterprise approach waft and data waft advertising and marketing, and advertising and marketing organically. The notion of e-commerce logistics looks (...) alongside the enchantment vogue of neighborhood technological knowledge and social demand. It is an integral part of ending e-commerce authentic economic value. All kinds of cell networks clear up the problem of data flow communication; in the technological know-how of telephone network, digital cost solves the bother of capital flow; at present, logistics is however a long-standing problem of e-commerce. Logistics has grown to be the last and entirely bottleneck of e-commerce. If logistics cannot adapt to the enchantment of e-commerce, it may also additionally lead to the slow enchantment of e-commerce. The purpose of this paper is to supply an Internet of things e-commerce logistics cloud provider platform based totally absolutely on cell communication, which can be combined with e-commerce and beautify the transport tempo of e-commerce. This paper moreover optimizes the e-commerce logistics system, so that it can combine with e-commerce to increase out the distribution of goods, the distribution tempo of e-commerce is doubled, and e-commerce can in a similar fashion develop rapidly. (shrink)

This article explores the narrative potency and ritual efficacy of a medieval Japanese esoteric Buddhist text in relation to the process of awakening and the construction of imperial legitimation, perceived as two interrelated objectives. Entitled the _Kinpusen himitsuden_, ‘The Secret Transmission of the Golden Peak’, the text was written by the Shingon monk Monkan Kōshin in 1337, soon after the outbreak of the civil war, at the stronghold of the southern court in Yoshino. The text is treated here as a (...) complex ritual platform of metamorphosis and empowerment, intermingling the local cultic structure and the esoteric Buddhist ritual stage of the imperial court as well as realities internal and external to the text, which mutually inform and impregnate one another. Focusing on the articulation of a rock—the body/abode of Zaō, a tutelary mountain deity—we explore its transformation from the site of a local legend of apparition into a Buddha, an object of contemplation, the centerpiece of the imperial stage and a mold for the practitioner’s liturgical body, an achievement allowed by the text taken as a transformative agent. We demonstrate that as an epitome of esoteric Buddhist power, Zaō becomes the source of the emperor’s renewed authority as a Buddhist king, and that in turn, the emperor’s participation in the semiotic sphere of the text endows the deity with sovereign power. As such, this article shows that rather than a vessel of knowledge, the text-as-an-event, is a powerful mechanism of transformation. (shrink)

In the knowledge economy, the process of knowledge sharing and creation for value co-creation frequently emerge in a multi-agent and multi-level system. It's important to consider the roles, functions, and possible interactive knowledge-based activities of key actors for ecological development. Makerspace as an initial stage of incubated platform plays the central and crucial roles of resource orchestrators and platform supporter. Less literature analyses the knowledge ecosystem embedded by makerspaces and considers the interactive process of civil society and natural environment. (...) This study constructs a multi-agent and multi-level knowledge ecosystem from macro, meso, and micro perspective based on Quintuple Helix theory and designs four evolutionary stages of knowledge orchestrating processes. This study finds that the symbiosis, co-evolution, interaction, and orchestration of multiple agents in the knowledge ecosystem should be merged with each other for value co-creation, which helps to take a systematic approach for policymakers, managers, and researchers. (shrink)

The Malabo Declaration places the transformation of agriculture and food systems at the centre of regional and national policy priorities across Africa. Transformative change in the way that food is produced, processed and consumed is seen as not only necessary for addressing the complex challenges of food security and poverty alleviation, but also as a driver of new employment opportunities and economic development. As pointed out within the recent UN Food Systems Summit, essential elements of food system transformations include digital (...) transitions and the empowerment of women and youth. However, there are few empirical examples demonstrating how these agendas come together to affect food system change. Here we focus on an enterprising group of young farmers referred to as Malawi’s new achikumbe elite, who are urban based, educated and engaging in agriculture on a commercial basis. The aim is to characterise this emergent group of agriculturalists and to understand the role that they have within the transformation of Malawi-s agricultural sector. We explore how digital platforms are supporting the emergence of this new category of farmer and positioning young people as agents of change in food systems transformation. Based on interviews and ethnographic research with 32 young farmers between 2018 and 2022 combined with interviews with representatives of service providers and agricultural organisations, we argue that this group is characterised by a higher level of education, self-dependency and use of digital platforms, enabling them to adapt their context to sourcing production resources and engaging in commercial agriculture. We present evidence that digital platforms are supporting the new achikumbe elite (NAE) to engage flexibly with new commercial markets, contracts and access a wider range of training and advice. However, while digital platforms can offer more equitable access to information and market opportunities, they also represent potential avenues for food system transformations that are inequitable. As such, we argue that there is need for digital technologies to mitigate against potential inequalities. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Social Epistemologists at the Crossroads:Authorizing Agents of ChangeJames H. CollierIn this issue of Philosophy and Rhetoric, Thomas Basbøll and Christine Isager and Sine Just provide a vital, constructive forum for discussing the first and second editions of Philosophy, Rhetoric, and the End of Knowledge (PREK) and Steve Fuller's broader project of social epistemology. More specifically, both Basbøll's review and Isager and Just's suggest innovative proposals for applying and assessing (...) PREK's ideas and influence. In response, I analyze and counter Basbøll's and Isager and Just's conceptions of how agency is configured, and how criticism is authorized, at the level of textuality. I end by calling for deliberations to sort out what we, as social epistemologists and critical intellectuals, know and what we want to do about it.A Job for Social EpistemologistsIf the reader of PREK wants to "be" a social epistemologist, or "do" social epistemology, what would the job and its duties entail? Thomas Basbøll offers a job description for the social epistemologist as a "postmodern grammarian"—one "who corrects academic texts to suit them for strange times." This description strikes the dissonant chord of being at once pragmatic and abstract. On the one hand, correcting academic texts is a specific task reminiscent of the duties of writing instructors or editors. On the other hand, the specificity of the labor stands in juxtaposition to the surreal working conditions—the "strange times." And in the end, "postmodern grammarian" is hardly a position for which one could apply. Yet the specificity and dissonance in Basbøll's description reveals the difficulty and ambiguity of what Fuller asks the reader to do in PREK. Basbøll gets at this problem by [End Page 269] shifting the subject position of the social epistemologist to the postmodern grammarian. This move is necessary to bring social epistemology down from "the highest level" and make it task oriented. Interestingly, the job that Basbøll describes offers a return to textuality and, I would argue, critical intellectualism. Yet these positions appear somewhat removed from the role of the rhetorician as portrayed in PREK.In proposing a specific job for the social epistemologist, Basbøll develops a microlevel application of Fuller's macrolevel vision. Basbøll's task is not easy: "One of the greatest difficulties encountered in reading PREK is its willingness to make a great many philosophical commitments for openly rhetorical purposes. Not the least of these is the concept of knowledge that a research program and policy platform that calls itself 'social epistemology' is obviously dutybound to provide." The willingness of social epistemologists to occupy many philosophical positions also obscures what labor and service commitments they might make. Moreover, since PREK's initial publication (1993) Fuller has continued to multiply social epistemologists' roles regarding scientific conduct (Science, 1997; The Governance of Science, 2000a; Knowledge Management Foundations, 2002). Further, these commitments shift as Fuller has continued to reinterpret the historical record and to recast philosophical debates (Thomas Kuhn, 2000b; Kuhn vs. Popper, 2003). The ability to both destabilize and maintain such a fluid intellectual environment is something only Fuller, or the postmodern grammarian, could—or would want to—accomplish. More on that idea in a moment.Despite the moving target, defining the subject position of the social epistemologist has been a parallel conversation accompanying much of Fuller's work. I proposed the less "stylish" idea of the social epistemologist as technical communicator in PREK's first edition and in Scientific and Technical Communication (1997). Contemplating the social epistemologist's position as rhetorician, or vice versa, has been taken on by Keith (1995; 1996), Zagacki (1995), and Campbell and Benson (1996) (as summarized by Isager and Just). In contrast to these previous configurations, Basbøll situates the labor of the social epistemologist on the level of reading and writing. As he puts it:And it is precisely because the social epistemologist assists the writer of academic texts in the difficult task of connecting utterances to particular conditions (under which they are read) that social epistemology becomes a critical force. It is not by reconfiguring the knowledge-producing practices themselves [End Page 270] that this... (shrink)

In an era during which more and more people show signs of narcissism, extreme individualistic views and a lack of empathy for others, the evidence that a definite change in society has taken place cannot be denied. This change is, in many ways, the result of the fast-growing pace of development and availability of technology, also known as the Fourth Industrial Revolution, in terms of which change has become a daily occurrence. Accessibility to the Internet and social media platforms (...) contributes to the rapid change in society and how people and specifically younger generations view themselves and approach others. Amid this change, the church must act as a positive change agent and should not oppose change. Change has become a constant in the Fourth Industrial Revolution, and the church thus needs to become an agent in this process of change, to reorientate the focus of society and overcome the self-centeredness induced by current technological progress in society. What should such a focus look like? In answering this question, perspectives from Psalm 82 and the Old Testament are considered.Contribution: This article makes an interdisciplinary contribution, drawing knowledge from the Psalms in the Old Testament, social anthropology and technological advancement studies as to contribute on the relevance of theology today and the importance of understanding generational differences in a time of technological growth and the Fourth Industrial Revolution. (shrink)

Some RNases possess preferential cytotoxicity against malignant cells. The best known of these RNases, onconase, was isolated from frog oocytes and is in clinical trials as anticancer therapy. Here we propose an alternative platform for anticancer therapy based on T1 RNases of microbial origin, in particular binase from Bacillus intermedius and RNase Sa from Streptomyces aureofaciens. We discuss their advantages and the most promising directions of research for their potential clinical applications. BioEssays 30:781–790, 2008. © 2008 Wiley Periodicals, Inc.

Spam electronic mails (emails) refer to harmful and unwanted commercial emails sent to corporate bodies or individuals to cause harm. Even though such mails are often used for advertising services and products, they sometimes contain links to malware or phishing hosting websites through which private information can be stolen. This study shows how the adaptive intelligent learning approach, based on the visual anti-spam model for multi-natural language, can be used to detect abnormal situations effectively. The application of this approach is (...) for spam filtering. With adaptive intelligent learning, high performance is achieved alongside a low false detection rate. There are three main phases through which the approach functions intelligently to ascertain if an email is legitimate based on the knowledge that has been gathered previously during the course of training. The proposed approach includes two models to identify the phishing emails. The first model has proposed to identify the type of the language. New trainable model based on Naive Bayes classifier has also been proposed. The proposed model is trained on three types of languages (Arabic, English and Chinese) and the trained model has used to identify the language type and use the label for the next model. The second model has been built by using two classes (phishing and normal email for each language) as a training data. The second trained model (Naive Bayes classifier) has been applied to identify the phishing emails as a final decision for the proposed approach. The proposed strategy is implemented using the Java environments and JADE agent platform. The testing of the performance of the AIA learning model involved the use of a dataset that is made up of 2,000 emails, and the results proved the efficiency of the model in accurately detecting and filtering a wide range of spam emails. The results of our study suggest that the Naive Bayes classifier performed ideally when tested on a database that has the biggest estimate (having a general accuracy of 98.4%, false positive rate of 0.08%, and false negative rate of 2.90%). This indicates that our Naive Bayes classifier algorithm will work viably on the off chance, connected to a real-world database, which is more common but not the largest. (shrink)

Social machines are systems formed by technical and human elements interacting in a structured manner. The use of digital platforms as mediators allows large numbers of human participants to join such mechanisms, creating systems where interconnected digital and human components operate as a single machine capable of highly sophisticated behaviour. Under certain conditions, such systems can be described as autonomous and goal-driven agents. Many examples of modern Artificial Intelligence (AI) can be regarded as instances of this class of mechanisms. (...) We argue that this type of autonomous social machines has provided a new paradigm for the design of intelligent systems marking a new phase in the field of AI. The consequences of this observation range from methodological, philosophical to ethical. On the one side, it emphasises the role of Human-Computer Interaction in the design of intelligent systems, while on the other side it draws attention to both the risks for a human being and those for a society relying on mechanisms that are not necessarily controllable. The difficulty by companies in regulating the spread of misinformation, as well as those by authorities to protect task-workers managed by a software infrastructure, could be just some of the effects of this technological paradigm. (shrink)

Social machines are systems formed by material and human elements interacting in a structured way. The use of digital platforms as mediators allows large numbers of humans to participate in such machines, which have interconnected AI and human components operating as a single system capable of highly sophisticated behavior. Under certain conditions, such systems can be understood as autonomous goal-driven agents. Many popular online platforms can be regarded as instances of this class of agent. We argue that (...) autonomous social machines provide a new paradigm for the design of intelligent systems, marking a new phase in AI. After describing the characteristics of goal-driven social machines, we discuss the consequences of their adoption, for the practice of artificial intelligence as well as for its regulation. (shrink)

When two agents engage in a joint action, such as rowing together, they exercise joint know-how. But what is the relationship between the joint know-how of the two agents and the know-how each agent possesses individually? I construct an “active mutual enablement” account of this relationship, according to which joint know-how arises when each agent knows how to predict, monitor, and make failure-averting adjustments in response to the behaviour of the other agent, while actively enabling the other (...) to make such adjustments. I defend the AME account from three objections, and I then use this account as the platform for an examination of the reducibility of joint know-how to joint propositional knowledge. A summative account of joint propositional knowledge is incompatible with the reduction of joint know-how to joint propositional knowledge, whereas a distributive account is not. I close by highlighting some open questions the AME account brings into view concerning the evolutionary origin and scaling up of joint know-how. (shrink)

The notion of validity fulfils a crucial role in legal theory. In the emerging Web 3.0, Semantic Web languages, legal ontologies, and normative multi-agent systems are designed to cover new regulatory needs. Conceptual models for complex regulatory systems shape the characteristic features of rules, norms, and principles in different ways. This article outlines one of such multilayered governance models, designed for the CAPER platform, and offers a definition of Semantic Web Regulatory Models . It distinguishes between normative-SWRM and institutional-SWRM. (...) It also compares existing principles in privacy by design, linked open data , legal information institutes , and online dispute resolution . The article concludes by proposing the notion of Relational Law to summarize the ethical dimension of SWRM. Ethics are the only regulatory way to constitute a global space, out of the jurisdictional public domain set by national, international, or transnational law, and opposed to the private one. (shrink)

Social media platforms have been vested with hope for their potential to enable ‘ordinary citizens’ to make their judgments public and contribute to pluralized discussions about organizations and their perceived legitimacy :60–97, 2018). This raises questions about how ordinary citizens make judgements and voice them in online spaces. This paper addresses these questions by examining how Western citizens ascribe responsibility and action in relation to corporate misconduct. Empirically, it focuses on modern slavery and analyses online debates in Denmark on (...) child slavery in the cocoa industry. Conceptually, it introduces the notion of cosmopolitanism as a general disposition of care and responsibility towards distant others, conceived as a prerequisite for the critical evaluation of corporate responsibility in the Global South. The analysis of online debates shows that citizens debate child slavery in terms of individual consumer responsibility rather than corporate responsibility. Corporations are not considered potential agents of change. As a consequence, online citizen debates did not reflect a legitimacy crisis for the cocoa industry, as debates over responsibility were overwhelmingly concerned with the agency of the Western individual, the individual agency of the speakers themselves. Participants in debates understood their agency strictly as consumer agency. (shrink)

The proposal presented here opens up the opportunity to discuss what attentive Barthesian eyes can tell us about this early twenty-first century. We discuss the following research question: If actors pay nothing to be on digital social networking sites, and if they are supposed to shape the digital environment, how do companies profit if such an assumed logic remains for them a subordinate place? The answer could not be more Barthesian. The culture of platforms, transformed into nature, mythifies digital (...) life, pointing to the success of the capitalistDoxa: the internet is free and the users are the agents of the network, while in reality, platforms earn millions, and users are manipulated by dishonest product sales strategies and by the spread of fake news. (shrink)

The concept of distributed moral responsibility (DMR) has a long history. When it is understood as being entirely reducible to the sum of (some) human, individual and already morally loaded actions, then the allocation of DMR, and hence of praise and reward or blame and punishment, may be pragmatically difficult, but not conceptually problematic. However, in distributed environments, it is increasingly possible that a network of agents, some human, some artificial (e.g. a program) and some hybrid (e.g. a group of (...) people working as a team thanks to a software platform), may cause distributed moral actions (DMAs). These are morally good or evil (i.e. morally loaded) actions caused by local interactions that are in themselves neither good nor evil (morally neutral). In this article, I analyse DMRs that are due to DMAs, and argue in favour of the allocation, by default and overridably, of full moral responsibility (faultless responsibility) to all the nodes/agents in the network causally relevant for bringing about the DMA in question, independently of intentionality. The mechanism proposed is inspired by, and adapts, three concepts: back propagation from network theory, strict liability from jurisprudence and common knowledge from epistemic logic. (shrink)

Artificial intelligence-based (AI) technologies such as machine learning (ML) systems are playing an increasingly relevant role in medicine and healthcare, bringing about novel ethical and epistemological issues that need to be timely addressed. Even though ethical questions connected to epistemic concerns have been at the center of the debate, it is going unnoticed how epistemic forms of injustice can be ML-induced, specifically in healthcare. I analyze the shortcomings of an ML system currently deployed in the USA to predict patients’ likelihood (...) of opioid addiction and misuse (PDMP algorithmic platforms). Drawing on this analysis, I aim to show that the wrong inflicted on epistemic agents involved in and affected by these systems’ decision-making processes can be captured through the lenses of Miranda Fricker’s account of hermeneutical injustice. I further argue that ML-induced hermeneutical injustice is particularly harmful due to what I define as an automated hermeneutical appropriation from the side of the ML system. The latter occurs if the ML system establishes meanings and shared hermeneutical resources without allowing for human oversight, impairing understanding and communication practices among stakeholders involved in medical decision-making. Furthermore and very much crucially, an automated hermeneutical appropriation can be recognized if physicians are strongly limited in their possibilities to safeguard patients from ML-induced hermeneutical injustice. Overall, my paper should expand the analysis of ethical issues raised by ML systems that are to be considered epistemic in nature, thus contributing to bridging the gap between these two dimensions in the ongoing debate. (shrink)

Beyond Interdisciplinarity examines the broadening meaning of core concept across academic disciplines and other forms of knowledge. In this book, Associate Editor of The Oxford Handbook of Interdisciplinarity and internationally recognized scholar Julie Thompson Klein depicts the heterogeneity and boundary work of inter- and trans-disciplinarity in a conceptual framework based on an ecology of spatializing practices in transaction spaces, including trading zones and communities of practice. The book includes both "crossdisciplinary" work (encompassing multi-, inter-, and trans-disciplinary forms) as well as (...) "cross-sector" work (spanning disciplines, fields, professions, government and industry, and communities). The first section of the book defines and explains boundary work, discourses of interdisciplinarity, and the nature of interdisciplinary fields. In the second section, Klein examines dynamics of working across disciplines, including communication, collaboration, and learning with concrete examples and lessons from research projects and programs that transcend traditional fields. The closing chapter examines reasons for failure and success then presents gateways to literature and other resources. Throughout the book, Klein emphasizes the roles of contextualization and historical change while factoring in the shifting relationship of disciplinarity and interdisciplinarity, ascendancy of transdisciplinarity, and intersections with other constructs including Mode 2 knowledge production, convergence, team science, and postdisciplinarity. The conceptual framework she provides also includes the role of boundary objects, agents, and organizations in brokering differences and creating for platforms for change. Klein further explains why translation, interlanguage, and a communication boundary space are vital to achieving intersubjectivity and collective identity. They foster not only pragmatics of negotiation and integration but also reflexivity, transactivity, and co-production of knowledge with stakeholders beyond the academy. Rhetorics of holism and synthesis compete with instrumentalities of problem solving and transgressive critiques. However, typical warrants today include complexity, contextualization, collaboration, and socially-robust knowledge. Crossing boundaries remains complex, but this book guides readers through the density of pertinent literature while expanding understandings of crossdisciplinary and cross-sector work. (shrink)

Recommender systems are artificial intelligence technologies, deployed by online platforms, that model our individual preferences and direct our attention to content we’re likely to engage with. As the digital world has become increasingly saturated with information, we’ve become ever more reliant on these tools to efficiently allocate our attention. And our reliance on algorithmic recommendation may, in turn, reshape us as moral agents. While recommender systems could in principle enhance our moral agency by enabling us to cut through the (...) information saturation of the internet and focus on things that matter, as they’re currently designed and implemented they’re apt to interfere with our ability to attend appropriately to morally relevant factors. In order to analyze the distinctive moral problems algorithmic recommendation poses, we develop a framework for the ethics of attention and an account of judicious attention allocation as a moral skill. We then discuss empirical evidence suggesting that attentional moral skill can be thwarted and undermined in various ways by algorithmic recommendation and related affordances of online platforms, as well as economic and technical considerations that support this concern. Finally, we consider how emerging technologies might overcome the problems we identify. (shrink)

Scholars and practitioners across domains are increasingly concerned with algorithmic transparency and opacity, interrogating the values and assumptions embedded in automated, black-boxed systems, particularly in user-generated content platforms. I report from an ethnography of infrastructure in Wikipedia to discuss an often understudied aspect of this topic: the local, contextual, learned expertise involved in participating in a highly automated social–technical environment. Today, the organizational culture of Wikipedia is deeply intertwined with various data-driven algorithmic systems, which Wikipedians rely on to help (...) manage and govern the “anyone can edit” encyclopedia at a massive scale. These bots, scripts, tools, plugins, and dashboards make Wikipedia more efficient for those who know how to work with them, but like all organizational culture, newcomers must learn them if they want to fully participate. I illustrate how cultural and organizational expertise is enacted around algorithmic agents by discussing two autoethnographic vignettes, which relate my personal experience as a veteran in Wikipedia. I present thick descriptions of how governance and gatekeeping practices are articulated through and in alignment with these automated infrastructures. Over the past 15 years, Wikipedian veterans and administrators have made specific decisions to support administrative and editorial workflows with automation in particular ways and not others. I use these cases of Wikipedia’s bot-supported bureaucracy to discuss several issues in the fields of critical algorithms studies; critical data studies; and fairness, accountability, and transparency in machine learning—most principally arguing that scholarship and practice must go beyond trying to “open up the black box” of such systems and also examine sociocultural processes like newcomer socialization. (shrink)

Patients have received experimental pharmaceuticals outside of clinical trials for decades. There are no industry-wide best practices, and many companies that have granted compassionate use, or ‘preapproval’, access to their investigational products have done so without fanfare and without divulging the process or grounds on which decisions were made. The number of compassionate use requests has increased over time. Driving the demand are new treatments for serious unmet medical needs; patient advocacy groups pressing for access to emerging treatments; internet (...) class='Hi'>platforms enabling broad awareness of compelling cases or novel drugs and a lack of trust among some that the pharmaceutical industry and/or the FDA have patients’ best interests in mind. High-profile cases in the media have highlighted the gap between patient expectations for compassionate use and company utilisation of fair processes to adjudicate requests. With many pharmaceutical manufacturers, patient groups, healthcare providers and policy analysts unhappy with the inequities of the status quo, fairer and more ethical management of compassionate use requests was needed. This paper reports on a novel collaboration between a pharmaceutical company and an academic medical ethics department that led to the formation of the Compassionate Use Advisory Committee. Comprising medical experts, bioethicists and patient representatives, CompAC established an ethical framework for the allocation of a scarce investigational oncology agent to single patients requesting non-trial access. This is the first account of how the committee was formed and how it built an ethical framework and put it into practice. (shrink)

Blame abounds in our everyday lives, perhaps no more so than on social media. With the rise of social networking platforms, we have access to more information about others’ blameworthy behaviour and larger audiences to whom we can express our blame. But these audiences, while large, are typically not diverse. Social media tends to create what I call “blame bubbles”: systems in which expressions of blame are shared amongst agents with similar moral outlooks while dissenting views are excluded. Many (...) have criticised the blame expressed on social media, arguing that it is often unfitting, excessive, and counterproductive. In this talk, I’ll argue that while blame bubbles can be guilty of these charges, they are also well placed to do important moral work. I’ll then attempt to identify the causal source of these bad-making features and explore potential structural interventions that can make blame bubbles better at performing their moral function and less likely to generate harmful consequences. (shrink)

The extent to which machine metaphors are used in synthetic biology is striking. These metaphors contain a specific perspective on organisms as well as on scientific and technological progress. Expressions such as “genetically engineered machine”, “genetic circuit”, and “platform organism”, taken from the realms of electronic engineering, car manufacturing, and information technology, highlight specific aspects of the functioning of living beings while at the same time hiding others, such as evolutionary change and interdependencies in ecosystems. Since these latter aspects are (...) relevant for, for example, risk evaluation of uncontained uses of synthetic organisms, it is ethically imperative to resist the thrust of machine metaphors in this respect. In addition, from the perspective of the machine metaphor viewing an entity as a moral agent or patient becomes dubious. If one were to regard living beings, including humans, as machines, it becomes difficult to justify ascriptions of moral status. Finally, the machine metaphor reinforces beliefs in the potential of synthetic biology to play a decisive role in solving societal problems, and downplays the role of alternative technological, and social and political measures. (shrink)

In the light of Philipp Sarasin's work in Darwin und Foucault: Genealogie und Geschichte im Zeitalter der Biologie, the article delineates a genealogically articulated naturally produced culture and a cultured nature and discusses the genealogical implications of a carnal, becoming self in a world that could rightly be justified "as an aesthetical phenomenon." The article demonstrates the historicity and processual materiality as a conceptual platform for a combination of the notions of experienced carnality and a socially constructed body, demonstrating such (...) a historically embedded carnal body as a binding agent for the "social constructivist" and "biologist" approaches in sciences. Thus, the article builds a framework for the articulation of senseful, processual materiality on the backdrop of a nature-culture continuum via genealogy, suggesting the necessity for change of tone in the communication of human and life sciences via the understanding of a culturally endowed biology. (shrink)

The present article is an elaborated and upgraded version of the Early Career Award talk that I delivered at the IAPR 2019 conference in Gdańsk, Poland. In line with the conference’s thematic focus on new trends and neglected themes in psychology of religion, I argue that psychology of religion should strive for firmer integration with evolutionary theory and its associated methodological toolkit. Employing evolutionary theory enables to systematize findings from individual psychological studies within a broader framework that could resolve lingering (...) empirical contradictions by providing an ultimate rationale for which results should be expected. The benefits of evolutionary analysis are illustrated through the study of collective rituals and, specifically, their purported function in stabilizing risky collective action. By comparing the socio-ecological pressures faced by chimpanzees, contemporary hunter-gatherers, and early Homo, I outline the selective pressures that may have led to the evolution of collective rituals in the hominin lineage, and, based on these selective pressures, I make predictions regarding the different functions and their underlying mechanisms that collective rituals should possess. While examining these functions, I echo the Early Career Award and focus mostly on my past work and the work of my collaborators, showing that collective rituals may stabilize risky collective action by increasing social bonding, affording to assort cooperative individuals, and providing a platform for reliable communication of commitment to group norms. The article closes with a discussion of the role that belief in superhuman agents plays in stabilizing and enhancing the effects of collective rituals on trust-based cooperation. (shrink)

In this paper, I approach the power of digital platforms by using the republican concept of domination. More specifically, I argue that the traditional, agent-relative interpretation of domination, in the case of digital domination, is best supplemented by a more radical version, on which republicans ought to give priority to structural elements. I show how radical republicanism draws attention to (1) the economic rationales and the socio-technical infrastructures that underlie and support digital platforms and to (2) the (...) forms of influence that are directed at cognitive dimensions, such as habituation and routinisation, which are particularly relevant for the power of digital platforms. These insights also imply that republicans have reason to favour a more structural response to digital platforms over more direct and individualised forms of control that fit with a ‘standard’ republican approach, such as securing exit options and requiring user consent. (shrink)

Este trabajo aborda el nuevo paradigma de la Open Science o ciencia en abierto desde la perspectiva europea, pero destacando su necesario alcance global. Se analiza el concepto, origen y evolución de la Open Science y se discuten sus retos y la demora de su completa implementación. Se parte de la hipótesis de que la Open Science debería de ser el paradigma de comunicación científico por defecto en el siglo XXI. En primer lugar, se revisa el concepto y alcance de (...) Open Science frente a Open Access y en su interacción con Open Knowledge, así como la necesidad de mantener la denominación como «marca». En segundo lugar, se recogen los requisitos, reflexiones y parámetros para hacer de la ciencia un bien común y se describen los retos de la Open Science en Europa, que se han convertido en los principales pilares y/o elementos constitutivos de la ciencia en abierto. Se reflexiona sobre su puesta en práctica, detallando dos aproximaciones: 1) la creación de políticas y estrategias formales a nivel Estados miembros, y 2) la implementación bottom-up a través de Compromisos Prácticos de Implementación. Asimismo, se destacan los problemas reales que alejan a los agentes implicados de protagonizar el cambio sistémico hacia la Open Science. Finalmente se reflexiona sobre el efecto de la COVID-19 que ha corroborado la necesidad urgente de la ciencia en abierto. Este artículo recoge, a modo de ensayo, la experiencia y el trabajo realizado en los últimos cuatro años en la European Open Science Policy Platform, donde la autora ha presidido el segundo mandato desde 2018 a 2020. La autora expone algunas de sus principales teorías en torno a la Open Science y defiende su tesis de los compromisos prácticos de implementación y la confluencia de aproximaciones de prácticas de los agentes implicados y políticas de ciencia abierta, así como su categórica aproximación a la Open Science como marca, actitud y derecho. (shrink)

Digital health technologies are often advocated as a way of helping people monitor, promote and manage their health, care for others and reduce the burden on healthcare systems. Yet these technologies have also been subject to criticism for limiting human flourishing and exacerbating socioeconomic disadvantage. Bioethical appraisals of digital health technologies tend to take a conventional risk‐benefit approach, positioning the human subject as a rational, autonomous agent who is acted on by technologies. In this paper, I present a case (...) for adopting an alternative more‐than‐human perspective on bioethics. A more‐than‐human approach considers human‐technological assemblages and agencies as distributed, relational, situated and emergent. To illustrate the insights that this perspective can offer, I draw on the findings of four empirical projects I have conducted on people’s use of digital devices and platforms used for health‐related purposes, including social media groups and online forums, mobile apps and wearable devices. I conclude with the argument that a more‐than‐human approach to bioethics can begin to incorporate a new ‘zoë ethics’ that can acknowledge and address the deeper affective, multisensory and relational dimensions of humans’ encounters with and enactments of material things and nonhuman creatures. (shrink)

We explain metacognition as a management of cognitive resources that does not necessitate algorithmic strategies or metarepresentation. When pragmatic, world-directed actions cannot reduce the distance to the goal, agents engage in epistemic action directed at cognition. Such actions often are physical and involve other people, and so are open to observation. Taking a dynamic systems approach to development, we suggest that implicit and perceptual metacognition emerges from dyadic reciprocal interaction. Early intersubjectivity allows infants to internalize and construct rudimentary strategies for (...) monitoring and control of their own and others’ cognitions by emotion and attention. The functions of initiating, maintaining, and achieving turns make proto-conversation a productive platform for developing metacognition. It enables caregiver and infant to create shared routines for epistemic actions that permit training of metacognitive skills. The adult is of double epistemic use to the infant – as a teacher that comments on and corrects the infant’s efforts, and as the infant’s cognitive resource in its own right. (shrink)

This paper explores the embedding of data producing technologies in people's everyday lives and practices. It traces how repeated encounters with digital data operate to naturalise these entities, while often blindsiding their agentive properties and the ways they get implicated in processes of exploitation and governance. I propose and develop the notion of ‘data doxa’ to conceptualise the way in which digital data – and the devices and platforms that stage data – have come to be perceived in Western (...) societies as normal, necessary and enabling. The ‘data doxa’ concept also accentuates the enculturation of many individuals into a data sharing habitus which frames digital technologies in simplistic terms as panaceas for the problems associated with contemporary life, figures of progress and convenience, and mediums of knowledge, pleasure and identity. I suggest that three types of data-based relations contribute to the formation of this doxic sensibility: fetishisation, habit and enchantment. Each of these relations come to mediate public understandings of digital devices and the data they generate, obscuring the multifaceted nature and hidden depths of data and their propensity to double up as technologies of exposure and discipline. As a result of this situation, imaginative educational programs and revamped regulatory frameworks are urgently needed to inform individuals about the contribution of data to the leveraging of value and power in today's digital economies, but also to protect them from experiencing data-based harms. (shrink)

Social media is a key player in contemporary political, cultural and ethical debates. Given much of online engagement is characterised by impulsive and emotive responses, and social media platforms encourage a form of sensationalism that promotes epistemic vices, this paper explores whether there is space online for moral responses. This paper defends the need for moral engagement with online information and others, using an attitude entitled ‘critical perspectivism’. Critical perspectivism sees a moral agent adopt a critical eye, supplemented (...) by a caring disposition, when engaging with interactive digital media and the stories of others that are technologically mediated. Such an ethical attitude is required given our globally connected, technological world features new versions of recognisable challenges to democracy and the reasonableness of citizens. There is a vital role for educationalists to play in teaching and making space and time for students to practice being critically perspectival. (shrink)

If virtue ethics are to provide a legitimate alternative for reasoning about environmental issues, they must meet the same conditions of adequacy as any other environmental ethic. One such condition that most environmental ethicists insist upon is that an adequate environmental ethic provides a theoretical platform for consistent and justified critique of environmentally unsustainable practices and policies. The external goods approach seeks to establish that any genuinely virtuous agent will be disposed to promote ecosystem sustainability on the grounds that (...) ecosystem sustainability is a necessary external good for cultivating the virtues and/or human flourishing. At most the external goods approach is able to provide an environmental ethic that in most contexts will require that any genuinely virtuous agent will have the goal of promoting a weak environmental sustainability. A better approach may be the substantive approach, which incorporates environmental concern and practice into the substance of the virtues, rather than as a boundary condition for any prospective virtue. (shrink)

ABSTRACT This paper scrutinizes the nature and scope of deleterious consequences arising from the pursuit of unattainable pedagogical exemplars on social media. We cash out this phenomenon using exemplarist theory to emphasize the fact that social media (e.g., Facebook, Instagram, TikTok) are platforms in which the vast majority of users present idealized and curated versions of themselves. We focus specifically on educational practitioners and show that attempting to emulate unattainable pedagogical exemplars has negative impacts on agents’ emotional well-being: It (...) can cause burnout and self-conflict, decrease motivation, and also inflict detrimental outcomes on agents’ self-esteem. We conclude that attainable, relevant, relatable, and authentic exemplars are key to a successful exemplarist approach and that safeguarding against unattainable pedagogical exemplars is of paramount importance for the wellbeing of pedagogues, and by extension, the success of educational systems. (shrink)

Logistics services involve a wide range of transport operations between distributors and clients. Currently, the large number of intermediaries are a challenge for this sector, as it makes all the processes more complicated. To face that problem, we propose a system that uses smart contracts to remove intermediaries and speed up logistics activities. Our new model combines smart contracts and a multi-agent system in a single platform to improve the current logistics system by increasing organization, security and getting rid (...) of several human intermediaries to automate its processes, making distribution times significantly faster. Also, with this kind of approach, it is possible to apply penalties to parties that do not comply with the terms of using this platform. (shrink)

The rapid advancement of artificial intelligence (AI) has led to renewed ambitions of developing artificial general intelligence. Alongside this has been a resurgence in the development of virtual and augmented reality (V/AR) technologies, which are viewed as “disruptive” technologies and the computing platforms of the future. V/AR effectively bring the digital world of machines, robots, and artificial agents to our senses while entailing the transposition of human activity and presence into the digital world of artificial agents and machine forms (...) of intelligence. The intersection of humans and machines in this shared space brings humans and machines into ontological continuity as informational entities in a totalizing informational environment, which subsumes both cyber and physical space in an artificially constructed virtual world. The reconstruction of mind (through AI) and world (through V/AR) thus has significant epistemological, ontological, and anthropological implications, which constitute the underlying features in the artificialization of mind and world. (shrink)

Commercial companies are increasingly being recognized as agents of societal governance operating alongside the public authorities in their traditional role as governance bodies. In addition, companies are claiming to be ‘corporate citizens’ in the way they deal with their environmental, employment and social/ethical responsibilities. Given the fact that large corporations are now heavily internationalized in their operational characteristics – with branches, subsidiaries, affiliates and extended supply chains operating in multiple jurisdictions – can such organizations be brought into a democratic register? (...) Citizenship and democracy are conventionally associated with a territorial state, national sovereignty and jurisdictional independence. So, how can internationalized companies be subject to democratic forms of governance? An added problem arises with platform companies and blockchain organized digital currency providers whose operations transcend national borders from the start. This contribution discusses the issues of and provides a way for considering corporate democracy afresh in these rapidly evolving contexts. (shrink)

Women, particularly those in public positions (e.g. journalists, politicians, celebrities, activists) are subject to disproportionate amounts of abuse on social media platforms like Twitter. This abuse occurs in a landscape that those platforms designed, and maintain. Focusing in particular on Twitter, as typical of the kind of platform we’re interested in, we argue that it is the platform not (usually) the individuals who use it, that bears collective responsibility as a corporate agent for misogyny. Social media (...) class='Hi'>platforms, however, should not overstep the prevention of misogyny into interference in open political debates. (shrink)

Online social networks play an increasingly important role in communication between friends, colleagues, business partners, and family members. This development sparked public and scholarly debate about how these new platforms affect dynamics of cultural diversity. Formal models of cultural dissemination are powerful tools to study dynamics of cultural diversity but they are based on assumptions that represent traditional dyadic, face-to-face communication, rather than communication in online social networks. Unlike in models of face-to-face communication, where actors update their cultural traits (...) after being influenced by one of their network contacts, communication in online social networks is often characterized by a one-to-many structure, in that users emit messages directly to a large number of network contacts. Using analytical tools and agent-based simulation, we show that this seemingly subtle difference can have profound implications for emergent dynamics of cultural dissemination. In particular, we show that within the framework of our model online communication fosters cultural diversity to a larger degree than offline communication and it increases chances that individuals and subgroups become culturally isolated from their network contacts. (shrink)

The human masticatory system is a complex functional unit characterized by a multitude of skeletal components, muscles, soft tissues, and teeth. Muscle activation dynamics cannot be directly measured on live human subjects due to ethical, safety, and accessibility limitations. Therefore, estimation of muscle activations and their resultant forces is a longstanding and active area of research. Reinforcement learning (RL) is an adaptive learning strategy which is inspired by the behavioral psychology and enables an agent to learn the dynamics of (...) an unknown system via policy-driven explorations. The RL framework is a well-formulated closed-loop system where high capacity neural networks are trained with the feedback mechanism of rewards to learn relatively complex actuation patterns. In this work, we are building on a deep RL algorithm, known as the Soft Actor-Critic, to learn the inverse dynamics of a simulated masticatory system, i.e., learn the activation patterns that drive the jaw to its desired location. The outcome of the proposed training procedure is a parametric neural model which acts as the brain of the biomechanical system. We demonstrate the model’s ability to navigate the feasible three-dimensional (3D) envelope of motion with sub-millimeter accuracies. We also introduce a performance analysis platform consisting of a set of quantitative metrics to assess the functionalities of a given simulated masticatory system. This platform assesses the range of motion, metabolic efficiency, the agility of motion, the symmetry of activations, and the accuracy of reaching the desired target positions. We demonstrate how the model learns more metabolically efficient policies by integrating a force regularization term in the RL reward. We also demonstrate the inverse correlation between the metabolic efficiency of the models and their agility and range of motion. The presented masticatory model and the proposed RL training mechanism are valuable tools for the analysis of mastication and other biomechanical systems. We see this framework’s potential in facilitating the functional analyses aspects of surgical treatment planning and predicting the rehabilitation performance in post-operative subjects. (shrink)