The research enterprise depends on trust, especially trust in data reliability and ethical conduct of research. This trust is accomplished via systems, or “architectures,” that do the work of ensuring trustworthiness in research when individuals are not able to assess it for themselves. In the United States and many other countries, national laws or regulations constitute the research ethics trust architecture. But new research methods, such as citizen science, DIY biology, biohacking, or corporate research, avoid (...) such regulations because they draw on new means of funding, disseminating, and conducting research. This challenges the sufficiency of the traditional approach and requires us to revisit how we generate trust in the research enterprise. In this article, I discuss how new research challenges the existing trust architecture, offer some necessary elements of trust architecture in general, and use citizen science as a case study to illustrate how new, ethically meaningful trust architectures could be built. (shrink)

The speed and scale of the COVID‐19 pandemic has highlighted the limits of current health systems and the potential promise of non‐establishment research such as “DIY” research. We consider one example of how DIY research is responding to the pandemic, discuss the challenges faced by DIY research more generally, and suggest that a “trust architecture” should be developed now to contribute to successful future DIY efforts.

The market’s demand for high-quality products necessitates innovative manufacturing approaches that emphasize flexibility, adaptability, and the reduction of defects. Traditional systems are currently evolving towards embracing I4.0 technologies, including data collection, processing, analytics and digital twin, aiming for zero-defect manufacturing quality. This paper introduces an open platform, compliant with RAMI4.0 standards, designed to improve manufacturing quality. The platform integrates data using Asset Administration Shells with microservices adaptation for data ingestion and advanced analytics. Additionally, it incorporates Non-Destructive Inspection tools, demonstrating (...) a seamless integration of measurement and quality assurance. This study details the architectural specification and validation of the openZDM platform, employing microservices to ensure flexibility, modularity and scalability, aligning with the RAMI4.0 model. The platform was validated through deployment in an automotive assembly line, highlighting its effectiveness in integrating inspection scenarios and early defect detection tools. The architecture employs a choreographed approach to manage loosely coupled microservices, enabling efficient data lifecycle management from collection through analytics to visualization. (shrink)

Richard Thaler and Cass Sunstein’s Nudge advances a theory of how designers can improve decision-making in various situations where people have to make choices. We claim that the moral acceptability of nudges hinges in part on whether they can provide an account of the competence required to offer nudges, an account that would serve to warrant our general trust in choice architects. What needs to be considered, on a methodological level, is whether they have clarified the competence required for (...) choice architects to prompt subtly our behaviour toward making choices that are in our best interest from our own perspectives. We argue that, among other features, an account of the competence required to offer nudges would have to clarify why it is reasonable to expect that choice architects can understand the constraints imposed by semantic variance. Semantic variance refers to the diverse perceptions of meaning, tied to differences in identity and context, that influence how users interpret nudges. We conclude by suggesting that choice architects can grasp semantic variance if Thaler and Sunstein’s approach to design is compatible with insights about meaning expressed in science and technology studies and the philosophy of technology. (shrink)

The practice of architecture, a discipline that is inescapably contingent on the particular, but that is also required by society in some way to represent an ideal, raises a number of specific ethical issues. Following an essay by the philosopher Thomas Nagel, this paper argues that it is intrinsic to professional judgement that this involves the prioritizing of unquantifiable ‘goods’. A twentieth-century case study is examined, which exhibits the choices made by a well-known architect. The changed nature of architectural (...) practice in the United Kingdom in the twenty-first century is then described, whereby the privilege of making such judgements has been severely limited by the substitution of managerial values for professional values. In the face of different ethical imperatives – most obviously to design responsibly within pressing ecological concerns – it is argued that the task for architects now is to re-establish a context within which sound judgements can be made, which of course implies a degree of professional trust. Their ability to balance managerial values (technical competence for example) with ethical decision-making is what may prove to be most valuable. There are implications for architectural education, which in the past has either pretended to be a science or has retreated into aesthetic speculation, providing training in the skills of persuasion rather than relationship-building. The conclusion is that ethical thinking is inescapable for the profession of architecture in the twenty-first century. (shrink)

In this short chapter I propose some possible research directions ad- dressing the problem of how cognitive, formal and computational models of trust (i.e. one of the main areas of Rino Falcone’s contribu- tions) can play a major role in the development of cognitive modeling and AI research community in the context of what Allen Newell called the rational and social bands.

Drops Dripped - WKCD - What Does It Do? - Techne - Faux Year Zero - Commercium as Ethics - Fictitious Space - The Module - The Image - Art, Love, Revolution. A version of this essay appeared in Gavin Keeney, "Else-where": Essays in Art, Architecture, and Cultural Production 2002-2011 (CSP, 2011), pp. 285-306.

For several years, scholars have (for good reason) been largely preoccupied with worries about the use of artificial intelligence and machine learning (AI/ML) tools to make decisions about us. Only recently has significant attention turned to a potentially more alarming problem: the use of AI/ML to influence our decision-making. The contexts in which we make decisions—what behavioral economists call our choice architectures—are increasingly technologically-laden. Which is to say: algorithms increasingly determine, in a wide variety of contexts, both the sets of (...) options we choose from and the way those options are framed. Moreover, artificial intelligence and machine learning (AI/ML) makes it possible for those options and their framings—the choice architectures—to be tailored to the individual chooser. They are constructed based on information collected about our individual preferences, interests, aspirations, and vulnerabilities, with the goal of influencing our decisions. At the same time, because we are habituated to these technologies we pay them little notice. They are, as philosophers of technology put it, transparent to us—effectively invisible. I argue that this invisible layer of technological mediation, which structures and influences our decision-making, renders us deeply susceptible to manipulation. Absent a guarantee that these technologies are not being used to manipulate and exploit, individuals will have little reason to trust them. (shrink)

Today, Service-Oriented Architecture (SOA) and Grid and Cloud computing comprise the key technologies in distributed systems. In systems following the SOA approach, functionalities are delivered and consumed as services. Given the variety of resources (i.e. data, computing capabilities, applications, etc) as well as the variation of user-requested Quality of Service (e.g., high performance, fast access, low cost, high media resolution, etc), there is a need for advanced user management, trust establishment and service management mechanisms which adjust, monitor and (...) evaluate service provision according to the users’ requirements and rights. Within this context, security and privacy requirements have become of great importance, as well the need for flexible and efficient identity management. This editorial of the special issue Identity Management in Grid and SOA discusses the importance of identity management within SOA and Grid environments. A number of techniques and existing systems addressing these issues are presented and evaluated. Identity management is considered in various contexts and at different levels, including service composition level, system level and inter-system communication level. (shrink)

‘Zero tolerance’ of avoidable infection events is explicit in UK and international policy documents describing strategies for the control of healthcare-associated infection. I consider what principles governing avoidable infections acquired in healthcare institutions might be reasonably rejected from the contractualist perspective of Thomas Scanlon. Many hospital infections can be cost-effectively avoided. There would seem to be additional reasons to take the prevention of avoidable infection acquired in hospitals seriously in addition to optimizing the cost-effectiveness of healthcare. These include the (...) irretrievable nature of the harm of some of the infections; the reasonable rejection of avoidable harm when the patient could not rationally consent to the risk of harm and the social consequences such as loss of trust in healthcare providers. Despite these reasons, a principle of ‘zero tolerance’ has implausible implications, promotes unrealistic patient expectations and can be reasonably rejected from the perspective of those who will suffer unacceptable opportunity costs. However, the contractualist perspective would also seem to reject a principle of tolerance of harm when there is a feasible reconfiguration of institutional arrangements that reduces the risk of harm without a redistribution of a proportionate or greater burden to others. (shrink)

During the COVID-19 pandemic, many advocacy groups and individuals criticized governments on social media for doing either too much or too little to mitigate the pandemic. In this article, we review advocacy for COVID-19 elimination or “zero-covid” on the social media platform X (Twitter). We present a thematic analysis of tweets by 20 influential co-signatories of the World Health Network letter on ten themes, covering six topics of science and mitigation (zero-covid, epidemiological data on variants, long-term post-acute sequelae (...) (Long COVID), vaccines, schools and children, views on monkeypox/Mpox) and four advocacy methods (personal advice and promoting remedies, use of anecdotes, criticism of other scientists, and of authorities). The advocacy, although timely and informative, often appealed to emotions and values using anecdotes and strong criticism of authorities and other scientists. Many tweets received hundreds or thousands of likes. Risks were emphasized about children’s vulnerability, Long COVID, variant severity, and Mpox, and via comparisons with human immunodeficiency viruses (HIV). Far-reaching policies and promotion of remedies were advocated without systematic evidence review, or sometimes, core field expertise. We identified potential conflicts of interest connected to private companies. Our study documents a need for public health debates to be less polarizing and judgmental, and more factual. In order to protect public trust in science during a crisis, we suggest the development of mechanisms to ensure ethical guidelines for engagement in “science-based” advocacy, and consideration of cost–benefit analysis of recommendations for public health decision-making. (shrink)

This chapter argues that the choice of trust conceptualisations in the context of consumer Internet of Things (IoT) can have a significant impact on the understanding and implementations of a user’s private data protection. Narrow instrumental interpretations of trust as a mere precondition for technology acceptance may obscure important moral issues such as malleability of user’s privacy decisions, and power imbalances between suppliers and consumers of technology. A shift of focus in policy proposals from trust to the (...) trustworthiness of technology can be the first step on the way to addressing these moral concerns. It is argued that complexity of IoT systems, comprised of technological artefacts and institutional data-collecting entities, warrants the moral value of distrust as a prima facie assumption for technological design and regulatory measures. Such a conceptual perspective highlights importance of technological measures that can minimise reliance on trust in consumer IoTs and regulatory measures aimed to improve transparency of IoT architectures. (shrink)

I give an overview of the trust literature and then of six central issues concerning epistemic trust. The survey of trust zeroes in on the kinds of expectations that trust involves, trust’s characteristic psychology, and what makes trust rational. The discussion of epistemic trust focuses on its role in testimony, the epistemic goods that we trust for, the significance of epistemic trust in contrast to reliance, what makes epistemic trust rational, (...) and epistemic self-trust. (shrink)

Social obligation begins far before people establish explicit cooperative relationships. Research on trust suggests that people feel obligated to trust other people even at zero acquaintance, thus trusting complete strangers even though they privately expect to be exploited. Such obligations promote mutually beneficial behavior among strangers and likely help people build goodwill needed for more long-lasting relationships.

With automation of routine decisions coupled with more intricate and complex information architecture operating this automation, concerns are increasing about the trustworthiness of these systems. These concerns are exacerbated by a class of artificial intelligence that uses deep learning, an algorithmic system of deep neural networks, which on the whole remain opaque or hidden from human comprehension. This situation is commonly referred to as the black box problem in AI. Without understanding how AI reaches its conclusions, it is an (...) open question to what extent we can trust these systems. The question of trust becomes more urgent as we delegate more and more decision-making to and increasingly rely on AI to safeguard significant human goods, such as security, healthcare, and safety. Models that “open the black box” by making the non-linear and complex decision process understandable by human observers are promising solutions to the black box problem in AI but are limited, at least in their current state, in their ability to make these processes less opaque to most observers. A philosophical analysis of trust will show why transparency is a necessary condition for trust and eventually for judging AI to be trustworthy. A more fruitful route for establishing trust in AI is to acknowledge that AI is situated within a socio-technical system that mediates trust, and by increasing the trustworthiness of these systems, we thereby increase trust in AI. (shrink)

In this paper, we argue that one way to approach what is known in the literature as the “Trust Gap” in Medical AI is to focus on explanations from an Explainable AI (xAI) perspective. Against the current framework on xAI – which does not offer a real solution – we argue for a pragmatist turn, one that focuses on understanding how we provide explanations in Traditional Medicine (TM), composed by human agents only. Following this, explanations have two specific relevant (...) components: they are usually (i) social and (ii) abductive. Explanations, in this sense, ought to provide understanding by answering contrastive _why-questions_: “Why had P happened instead of Q?” (Miller in AI 267:1–38, 2019) (Sect. 1 ). In order to test the relevancy of this concept of explanation in medical xAI, we offer several reasons to argue that abductions are crucial for medical reasoning and provide a crucial tool to deal with trust gaps between human agents (Sect. 2 ). If abductions are relevant in TM, we can test the capability of Artificial Intelligence systems on this merit. Therefore, we provide an analysis of the capacity for social and abductive reasoning of different AI technologies. Accordingly, we posit that Large Language Models (LLMs) and transformer architectures exhibit a noteworthy potential for effective engagement in abductive reasoning. By leveraging the potential abductive capabilities of LLMs and transformers, we anticipate a paradigm shift in the integration of explanations within AI systems. This, in turn, has the potential to enhance the trustworthiness of AI-driven medical decisions, bridging the Trust Gap that has been a prominent challenge in the field of Medical AI (Sect. 3 ). This development holds the potential to not only improve the interpretability of AI-generated medical insights but also to guarantee that trust among practitioners, patients, and stakeholders in the healthcare domain is still present. (shrink)

This paper analyses the phenomenology and epistemology of chatbots such as ChatGPT and Bard. The computational architecture underpinning these chatbots are large language models (LLMs), which are generative artificial intelligence (AI) systems trained on a massive dataset of text extracted from the Web. We conceptualise these LLMs as multifunctional computational cognitive artifacts, used for various cognitive tasks such as translating, summarizing, answering questions, information-seeking, and much more. Phenomenologically, LLMs can be experienced as a “quasi-other”; when that happens, users anthropomorphise (...) them. For most users, current LLMs are black boxes, i.e., for the most part, they lack data transparency and algorithmic transparency. They can, however, be phenomenologically and informationally transparent, in which case there is an interactional flow. Anthropomorphising and interactional flow can, in some users, create an attitude of (unwarranted) trust towards the output LLMs generate. We conclude this paper by drawing on the epistemology of trust and testimony to examine the epistemic implications of these dimensions. Whilst LLMs generally generate accurate responses, we observe two epistemic pitfalls. Ideally, users should be able to match the level of trust that they place in LLMs to the degree that LLMs are trustworthy. However, both their data and algorithmic opacity and their phenomenological and informational transparency can make it difficult for users to calibrate their trust correctly. The effects of these limitations are twofold: users may adopt unwarranted attitudes of trust towards the outputs of LLMs (which is particularly problematic when LLMs hallucinate), and the trustworthiness of LLMs may be undermined. (shrink)

Presence of users as the main actors of each adaptive reuse of a given cultural heritage site heavily depends on the quality of their sensual experience there. This, in turn, seems to stem from how much they trust the integrity and provenance of the heritage attributes and activities pending within such historical sites. This paper aims to define the sincerity and authenticity as influential indicators of the users’ trust in adaptive reuse of cultural heritage sites. To reach the (...) goal, the author hereof has analyzed all the industrial heritage sites in Iran which have been adaptively reused (case studies) and has surveyed 125 visitors. The findings confirm that sincerity and authenticity can largely influence the visitors’ trust and sensitize their experience. (shrink)

The Internet and Internet applications such as cloud computing continue to grow at an extraordinary rate, enabled by the Internet's open architecture and the vibrant lightly regulated Internet service provider (ISP) market. Proposals to hold ISPs responsible for content and software shared by their customers would dramatically constrain the openness and innovation that has been the hallmark of the Internet to date. Rather than taking the kind of approach favored by Raphael Cohen-Almagor, government should enlist the assistance of other (...) intermediaries such as credit card companies in targeted actions against illegal activities online. In addition, they should foster improved online authentication, which could support “zones of trust” on the Internet. (shrink)

Human right-handedness does not originate in vocalisation as such but in selection pressures for structuring complex sequences of digital signals internally, as if in a vacuum. Cautious receivers cannot automatically accept signals in this way. Biological displays are subjected to contextual scrutiny on a signal-by-signal basis – a task requiring coordination of both hemispheres. In order to explain left cerebral dominance in human manual and vocal signalling, we must therefore ask why it became adaptive for receivers to abandon caution, processing (...) zero-cost signals rapidly and on trust. (shrink)

The zero-moment of an architectural undertaking precedes and the final one postpones the conventional moments of building and demolition. This pre-usage of the material and of the site turn the ‘birth’ of the house into a rather vague moment. In the numerous makings there exist prior makings, and sites often appear to be palimpsests, layer upon layer, erasure upon erasure. This manner of approaching the question of the temporal ‘sponginess’ of architecture recalls the question concerning the beginnings of (...) architecture. In this chain of fertile ‘blackouts’, the ‘origin’ of architecture ceases to be the inaugural moment still sought to this day: in a making there exist prior makings, and in an unmaking there endures the chance of future lives, at least in principle. Moreover, the question ‘when?’ deserves another, probably more fertile for the economy of this text: ‘For how long?’. (shrink)

As a philosopher, the architectural question that fascinates me most is the extent to which architecture imposes a certain way of life on people. Some might answer that architecture should impose as little as possible on peoples’ lives and that, in the ideal case, things will work in the converse: people impose on architecture the way of being that they believe to be most compatible with their lives. I guess that the leading thought underlying the latter scheme (...) is that we cannot trust architecture, that all too often architecture has made peoples’ lives difficult, inconvenient, and unaesthetic. Being led by motives of commerce or vanity, architects have often been deaf to the demands of “the people.”.. (shrink)

The technical details of Internet architecture affect social debates about privacy and autonomy, intellectual property, cybersecurity, and the basic performance and reliability of Internet services. This paper explores one method for practicing anticipatory ethics in order to understand how a new infrastructure for the Internet might impact these social debates. This paper systematically examines values expressed by an Internet architecture engineering team—the Named Data Networking project—based on data gathered from publications and internal documents. Networking engineers making technical choices (...) also weigh non-technical values when working on Internet infrastructure. Analysis of the team’s documents reveals both values invoked in response to technical constraints and possibilities, such as efficiency and dynamism, as well as values, including privacy, security and anonymity, which stem from a concern for personal liberties. More peripheral communitarian values espoused by the engineers include democratization and trust. The paper considers the contextual and social origins of these values, and then uses them as a method of practicing anticipatory ethics: considering the impact such priorities may have on a future Internet. (shrink)

This article is the second step in our research into the Symbol Grounding Problem (SGP). In a previous work, we defined the main condition that must be satisfied by any strategy in order to provide a valid solution to the SGP, namely the zero semantic commitment condition (Z condition). We then showed that all the main strategies proposed so far fail to satisfy the Z condition, although they provide several important lessons to be followed by any new proposal. Here, (...) we develop a new solution of the SGP. It is called praxical in order to stress the key role played by the interactions between the agents and their environment. It is based on a new theory of meaning—Action-based Semantics (AbS)—and on a new kind of artificial agents, called two-machine artificial agents (AM²). Thanks to their architecture, AM2s implement AbS, and this allows them to ground their symbols semantically and to develop some fairly advanced semantic abilities, including the development of semantically grounded communication and the elaboration of representations, while still respecting the Z condition. (shrink)

Recent years have seen the emergence of online courts and tribunals: digital platforms that enable self-represented litigants to complete electronically the entire court process, from filing through final disposition. This article proposes that the unique nature of online courts as digital interfaces enables them to implement a new strategy—diversity by design—to improve access to justice and procedural justice for a diverse population of SRLs. Reflecting a human-centered legal design approach, and building on research in human-computer interaction and digital choice (...) class='Hi'>architecture, this strategy entails embedding diversity accommodating features in the technological design of court platforms. Specifically, building on the empirical relationship between users’ demographic attributes and their digital usability and aesthetics judgments, this article suggests that online courts can dynamically adapt their interfaces according to the attributes of a given user in ways that help diverse SRLs engage with online courts, support their effective participation in proceedings, and improve their procedural experiences. The potential impacts include enhancing SRLs’ confidence and trust in using online courts and ameliorating their ability to process information, deliberate, make informed decisions and communicate them. Finally, the article discusses concerns regarding the desirability and ethicality of dynamically adapting, that is—personalizing, court interfaces. (shrink)

The major part of India’s architectural heritage is to be found in its towns. This paper will, after an historical survey, look at the various agencies that over the last two decades have been concerned with urban heritage, to examine their agenda, and the pressures they face. ‘Heritage cities’ is a term which appears not only in documents of the Archaeological Survey of India and of the Indian National Trust but also, more recently, in statements made by the Ministry (...) of Urban Development, the Government of Delhi in the context of the Commonwealth Games, and the Ministry of Tourism. The paper will discuss ‘preservation’ of facades/interiors of individual buildings, or of precincts, the use/reuse of historic areas/buildings, and the references to history, through commemoration, naming/renaming, erasing. It argues that conservation should be part of a holistic and humane town-planning policy. (shrink)

What are the possible varieties of cognition-artifact relations, and which dimensions are relevant for exploring these varieties? This question is answered in two steps. First, three levels of functional and informational integration between human agent and cognitive artifact are distinguished. These levels are based on the degree of interactivity and direction of information flow, and range from monocausal and bicausal relations to continuous reciprocal causation. In these levels there is a hierarchy of integrative processes in which there is an increasing (...) degree of hybridization. Therefore, from a functional and informational level of abstraction, it becomes increasingly difficult to distinguish between agent and artifact in this hierarchy. Second, a multidimensional matrix for exploring cognition-artifact relations is sketched. The dimensions in the matrix include reliability, durability, trust, procedural and representational transparency, individualization, bandwidth, speed of information flow, distribution of computation, and cognitive and artifactual transformation. Together, these dimensions constitute a multidimensional space in which particular cognition-artifact relations can be located. The higher a particular cognition-artifact relation scores on these dimensions, the more integration and hybridization occurs, and the more tightly coupled the overall system is. It is then better, for explanatory reasons, to see agent and artifact as one cognitive system with a distributed informational architecture. (shrink)

The articles in this special issue of Environmental Values have a shared significance. In one way or another, all of them reflect contemporary concerns about issues of trust, risk, uncertainty, and the cultural shaping of science.These are matters of mounting significance for the politics of the environment in countries like Britain, and indeed for politics more generally, as we have seen in a succession of recent controversies. The Brent Spar oil platform farrago, the hugely costly BSE-CJD upsets, the continuing (...) uproars around genetically modified plants and foods ­ central in all of these have been challenges to the political authority of official patterns of scientifically-backed reassurance, concerning the impacts of deep and open-ended trajectories of technological transformation.To understand what is likely to be at stake in such matters for the politics of industrial democracies in the 21st century, there is now an urgent need to develop richer pictures than those currently dominant, of the cultural and epistemological architecture on which our regulatory institutions have been coming to rely. The contributions to this special issue can be pictured as building blocks in such a process.The present article offers a complementary perspective ­ one grounded in a degree of more hands-on personal experience of related matters. (shrink)

The main trust of this article unfolds around the impasse of democratic politics today, marked by the fading belief in the presumably superior architecture of liberal democratic institutions to nurture emancipation on the one hand, and the seemingly inexorable rise of a variety of populist political movements on the other. The first part of the article focuses on the lure of autocratic populism. The second part considers how transforming neoliberal governance arrangements pioneered post-truth autocratic politics/policies in articulation with (...) the imposition of market rule and, in doing so, cleared the way for contemporary illiberal populisms. The third part considers the institutional configuration through which the democratic has been fundamentally transformed over the past few decades in the direction of a post-democratic constellation. The article concludes by arguing for the need to re-script emancipation as a process of political subjectivation unfolding trough a political act. (shrink)

Context: Predicting security and trust vulnerabilities and issues is crucial for IoT interconnected systems and ecosystems, especially when integrating new, third-party or open-source components. Objective: One way to ensure timely predictions is by using a smart monitoring framework to continuously verify functional and non-functional property violations during the executions of the systems and their components. Method: This paper presents a set of guidelines for the Smart Monitoring Framework definition and its application process. Results and Conclusion: The paper provides the (...) reference architecture of the Smart Monitoring Framework and its possible implementation to promptly detect suspicious behavior or property violations. The paper also illustrates how the provided implementation satisfies the defined guidelines by design. (shrink)

Our thoughts depend on knowledge about objects, people, properties, and events. In order to think about where we left our keys, what we are going to make for dinner, when we last fed the dogs, and how we are going to survive our next visit with our family, we need to know something about locations, keys, cooking, dogs, survival, families, and so on. Researchers have sought to explain how our brains can store and access such general knowledge. A growing body (...) of evidence suggests that many of our concepts are grounded in action, emotion, and perception systems. We appear to think about the world by means of the same mechanisms that we use to experience it. Abstract concepts like ‘democracy,’ ‘fermion,’ ‘piety,’ ‘truth,’ and ‘zero’ represent a clear challenge to this idea. Given that they represent a uniquely human cognitive achievement, answering the question of how we acquire and use them is central to our ability to understand ourselves. This book argues that abstract concepts are heterogeneous and pose three important challenges to embodied cognition. They force us to ask: How do we generalize beyond the specifics of our experience? How do we think about things that we do not experience directly? How do we adapt our thoughts to specific contexts and tasks? It argues that a successful theory of grounding must embrace multimodal representations, hierarchical architecture, and linguistic scaffolding. Abstract concepts are the product of an elastic mind. (shrink)

It has been commonplace to equate Foucault’s 1979 series of lectures at the Collège de France with the claim that for neoliberalism, unlike for classical liberalism, the market needs to be artificially constructed. The article expands this claim to its full expression, taking it beyond what otherwise would be a simple divulgation of a basic neoliberal tenet. It zeroes in on Foucault’s own insight: that neoliberal constructivism is not directed at the market as such, but, in principle, at society, arguing (...) that the value of this insight goes beyond the critique of a neoliberal present. The neoliberal rationale rather helps him to reveal a unique historical architecture, a latent approach to the social dissimilar to the one that has long predominated in the human sciences. The inversion of homo œconomicus in neoliberal theory amounted to the unearthing of a ‘social subject of interest’ within civil society. Such a subject, barely recognized by neoliberals who simply instrumentalize it for the sake of the market, demonstrates that the social is not necessarily the natural product of ethical subjects; that society may also need to be constructed. (shrink)

How do people reason about their opponent in turn-taking games? Often, people do not make the decisions that game theory would prescribe. We present a logic that can play a key role in understanding how people make their decisions, by delineating all plausible reasoning strategies in a systematic manner. This in turn makes it possible to construct a corresponding set of computational models in a cognitive architecture. These models can be run and fitted to the participants’ data in terms (...) of decisions, response times, and answers to questions. We validate these claims on the basis of an earlier game-theoretic experiment about the turn-taking game “Marble Drop with Surprising Opponent”, in which the opponent often starts with a seemingly irrational move. We explore two ways of segregating the participants into reasonable “player types”. The first way is based on latent class analysis, which divides the players into three classes according to their first decisions in the game: Random players, Learners, and Expected players, who make decisions consistent with forward induction. The second way is based on participants’ answers to a question about their opponent, classified according to levels of theory of mind: zero-order, first-order and second-order. It turns out that increasing levels of decisions and theory of mind both correspond to increasing success as measured by monetary awards and increasing decision times. Next, we use the logical language to express different kinds of strategies that people apply when reasoning about their opponent and making decisions in turn-taking games, as well as the ‘reasoning types’ reflected in their behavior. Then, we translate the logical formulas into computational cognitive models in the PRIMs architecture. Finally, we run two of the resulting models, corresponding to the strategy of only being interested in one’s own payoff and to the myopic strategy, in which one can only look ahead to a limited number of nodes. It turns out that the participant data fit to the own-payoff strategy, not the myopic one. The article closes the circle from experiments via logic and cognitive modelling back to predictions about new experiments. (shrink)

Cheryl Hall has argued that framing of climate change must acknowledge the sacrifices needed to reach a sustainable future. This paper builds on that argument. Although it is important to acknowledge the value of what must be sacrificed, this paper argues that current frames about the environment falsely portray humans and the environment as in a zero-sum game, and in doing so ask people to give up the wrong things. This could undermine the public’s trust in environmentalism, and (...) might even create a backlash against action on climate change. I propose we need alternative framing that portrays humans as a keystone species, and highlights positive human activity. (shrink)

Ghostwriting scandals are pervasive in industry-funded biomedical research, and most responses to them have presumed that they represent a sharp transgression of the norms of scientific authorship. I argue that in fact, ghostwriting represents a continuous extension of current socially accepted authorship practices. I claim that the radically collaborative, decentralized, interdisciplinary research that forms the gold standard in medicine is in an important sense unauthored, and that this poses a serious problem in applied social epistemology. It is no easy matter (...) to find procedural or architectural solutions that can secure epistemic trust and accountability for collaborative publishing in biomedicine. (shrink)

An important module in the Belief-Desire-Intention architecture for artificial agents (which builds on Michael Bratman’s work in the philosophy of action) focuses on the task of intention reconsideration. The theoretical task is to formulate principles governing when an agent ought to undo a prior committed intention and reopen deliberation. Extant proposals for such a principle, if sufficiently detailed, are either too task-specific or too computationally demanding. I propose that an agent ought to reconsider an intention whenever some incompatible prospect (...) is sufficiently valuable along some dimension that can be assessed at zero or near-zero computational cost. (shrink)

An important module in the Belief-Desire-Intention architecture for artificial agents (which builds on Michael Bratman's work in the philosophy of action) focuses on the task of intention reconsideration. The theoretical task is to formulate principles governing when an agent ought to undo a prior committed intention and reopen deliberation. Extant proposals for such a principle, if sufficiently detailed, are either too task-specific or too computationally demanding. I propose that an agent ought to reconsider an intention whenever some incompatible prospect (...) is sufficiently valuable along some dimension that can be assessed at zero or near-zero computational cost. (shrink)

Large language models in the form of chatbots very realistically imitate a dialogue as an omniscient interlocutor and therefore have become widespread. But even Google in its Gemini chatbot does not recommend trusting what the chatbot will write and asks to check its answers. In this review, various types of LLM errors such as the curse of inversion, number processing, etc. will be analyzed to identify their causes. Such an analysis led to the conclusion about the common causes of all (...) errors, which is that transformers do not have deep analogy, hierarchy of schemes and selectivity of content taken into account in the inference. But the most important conclusion is that transformers, like other neural networks, are built on the concept of processing the input signal, which creates a strong dependence on superficial noise and irrelevant information that the transformer’s attention layer cannot compensate for. The concept of neural networks was laid down in the 1950s by the idea of F. Rosenblatt’s perceptron and did not take into account the achievements of cognitive psychology that appeared later. According to the constructivist paradigm, the input word (or perception) is only a way to check the correctness of the constructed predictive model for possible situations. This is the cause of the biggest problem of transformers, called hallucinations. And its elimination is possible only by changing the architecture of the neural network, but not by increasing the amount of data in training. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Barthes and the Lesson of SaenredamHoward Caygill (bio)In his late dialogue Parmenides, Plato seems to be on the point of overturning the main achievement of his philosophy, the doctrine of ideas. The aged Parmenides disquiets the young Socrates by asking if ideas apply not only to abstractions such as the just, the beautiful, and the good, but also to "hair, mud, dirt, or anything else particularly vile and worthless" (...) [131A]. Socrates thinks not, but admits being troubled by a doubt that forces him to retreat "for fear of falling into some abyss of nonsense and perishing." This hint of an obverse Platonism that haunts the doctrine of ideas shares much with the later work of Barthes, which, qualifying a life's work in semiotics, seems to turn away from signs and the inquiry into their conditions of meaning to seek meaning in the smudge and the blemish. In his late essay on Cy Twombly, "The Wisdom of Art" (1979), he explicitly adopts the obverse Platonism that so troubled Socrates as a principle of method: "Ideas (in the Platonic sense) are not shiny, metallic Figures in conceptual corsets, but somewhat shaky maculations, tenuous blemishes on a vague background" [180]. The clear allusion to the parable of the cave in Plato's Republic—with its contrast between the shadows on the wall and the bright light of the ideas—allows Barthes's work to be situated within an obverse, dirty Platonism. He does not abandon the Platonic search for ideas but reorients its direction of inquiry from the realm of light to that of shadow, from the heavens to the cave.The position adopted by Barthes before his death should not be understood as a turn away from a preoccupation with light and the conditions of intelligibility to a sensitivity to the shadows in the nuances of voice, tone, timbre, and texture. Such a development might seem to be confirmed by the shift in Barthes's interests from the immaculate, harshly lit geometrical architectural interiors of the Dutch seventeenth-century artist Saenredam in one of his first essays, "The World as Object" (1953), to the informal works of Cy Twombly during the final years of his life. The church interiors of the former would seem to exemplify the idea as "shiny, metallic figure," while the paintings of the latter are closer to maculation and blemish. Yet the sensitivity to the vague and the indefinable that eludes meaning while remaining one of its conditions of possibility was always present, even and especially in Barthes's response to the mysterious works of Saenredam, which for all their immaculate surface are themselves profoundly marked and blemished.The essay of 1953, contemporary with Writing Degree Zero, inaugurates a number of trajectories that range between a concern with the visual to the conditions of artistic practice under capitalism, even to a reorientation of Platonism. Itself an astonishingly wide-ranging yet focused response to seventeenth-century Dutch painting, the essay begins with a discussion of Saenredam as an exceptional moment in Dutch painting. Yet this moment is itself quickly identified as an inaugural moment of a certain obverse [End Page 38] artistic practice—the evocation of the idea of truth through reduction and negation—that continued through the contemporary avant-garde. Saenredam's art is inaugural in its refusal to participate in the mythology of what would later be identified as a capitalist society and culture. The essay, ostensibly concerned with Dutch painting, is also a reflection on the possibilities of an aesthetics of resistance in a capitalist society and the limits within which avant-garde practice is confined. Barthes's reading of Saenredam and through him Dutch painting is thus programmatic of his readings of the contemporary avant-garde, and beyond this to the Platonic structures which still silently inhabit its aesthetic theory and practice.An Aesthetic of SilenceIn the opening paragraph of "The World as Object," Barthes introduces the work of Saenredam as anticipating "a 'modern' aesthetic of silence," an anticipation that is said to exceed even "the dislocations of our contemporaries" [62]. This chronological dislocation of Saenredam's work—placing it in advance of the contemporary avant-garde—is but one of... (shrink)

Psycholinguistic experiments show that pronouns tend to be resolved differently depending on whether they occur in main or subordinate clauses. If a pronoun in a subordinate clause has more than one potential antecedent in the main clause, then the pronoun tends to refer to the antecedent which has a certain thematic role (depending on the verb and on the subordinating conjunction). In contrast, pronouns in main clauses tend to refer back to the subject of the previous main clause, and this (...) tendency is not affected by any verbs or conjunctions. In natural language processing, these findings have recently led to a proposal that pronoun resolution systems should have a split architecture, i.e. that they should use different mechanisms for pronoun resolution in the two cases. With the help of two parsed and coreference-annotated corpora, this paper estimates the impact of the split-architecture proposal. The findings of this work are as follows: (1) Subject pronouns in authentic texts behave the same way in main and subordinate clauses. (2) The number of sentences in which a split architecture would behave differently than a system that treats both cases the same way is close to zero. Therefore, a separate treatment of resolution within and across units is unlikely to improve the performance of any system. This result casts a doubt on the split-architecture proposal, and more generally on approaches that directly incorporate psycholinguistic results into performance-oriented algorithms for anaphora resolution without assessing the relative importance of the phenomena that underlie them. (shrink)

Books reviewed:Kenneth J. Howell, God's Two Books: Copernican Cosmology and Biblical Interpretation in Early Modern ScienceRichard A. Horsley and Neil Asher Silberman, The Message and the Kingdom: How Jesus and Paul Ignited a Revolution and Transformed the Ancient WorldJ. Painter, 1, 2, and 3 John Sarah Coakley, Re‐thinking Gregory of Nyssa Andrew Jotischky, The Carmelites and Antiquity: Mendicants and their Pasts in the Middle AgesTerryl N. Kinder, Cistercian Europe: Architecture of ContemplationM. G. Snape, English Episcopal Acta, 24: Durham 1153–1195Gillian (...) R. Knight, The Correspondence between Peter the Venerable and Bernard of Clairvaux: a Semantic and Structural AnalysisRichard Rex, The LollardsKathleen Kamerick, Popular Piety and Art in the Late Middle Ages: Image Worship and Idolatry in England, 1350–1500Norman Housley, Religious Warfare in Europe, 1400–1536Anthony Levi, Renaissance and Reformation: The Intellectual GenesisAnne T. Thayer, Penitence, Preaching and the Coming of the ReformationMarjo Kaartinen, Religious Life and English Culture in the ReformationAnne Dillon, The Construction of Martyrdom in the English Catholic CommunityCharles Libois SJ, Monumenta Proximi‐Orientis. V. Égypte Charles Libois SJ, Monumenta Proximi‐Orientis. VI. Égypte Michael Davies, Graceful Reading: Theology and Narrative in the Works of John BunyanDavid Womersley, Gibbon and the ‘Watchmen of the Holy City’. The Historian and his Reputation, 1776–1815Anthony C. Thiselton, A Concise Encyclopedia of the Philosophy of ReligionDavid Naugle, Worldview: The History of a ConceptRobert Kane, Free Will Tamar Szabo Gendler and James Hawthorne, Conceivability and PossibilitySimon Critchley, On Humour Gerard J. Pendrick, Antiphon the Sophist: The FragmentsA. A. Long, Epictetus: A Stoic and Socratic Guide to LifeVictor Nuovo, John Locke: Writings on ReligionTerry Pinkard, German Philosophy 1760–1860: The Legacy of IdealismBrian Shanley, The Thomist TraditionGianni Vattimo, Nietzsche: An IntroductionAmy Laura Hall, Kierkegaard and the Treachery of LovePeter V. Zima, Deconstruction and Critical TheoryL. Gormally, Culture of Life – Culture of DeathMark E. Graham, Joseph Fuchs on Natural Law Norman M. Ford, The Prenatal Person. Ethics from Conception to BirthOnora O'Neill, Autonomy and Trust in BioethicsEllen Frankel Paul, Fred D.Miller Jr. and Jeffrey Paul, Should Differences in Income and Wealth Matter? (shrink)

In this paper, we explore interaction history as a particular source of pressure for achieving emergent compositional communication in multi-agent systems. We propose a training regime implementing template transfer, the idea of carrying over learned biases across contexts. In the presented method, a sender-receiver dyad is first trained with a disentangled pair of objectives, and then the receiver is transferred to train a new sender with a standard objective. Unlike other methods, the template transfer approach does not require imposing inductive (...) biases on the architecture of the agents. We experimentally show the emergence of compositional communication using topographical similarity, zero-shot generalization and context-independence as evaluation metrics. The presented approach is connected to an important line of work in semiotics and developmental psycholinguistics: it supports a conjecture that compositional communication is scaffolded on simpler communication protocols. (shrink)

Postmodernism, a poorly defined term, is nevertheless influencing art, architecture, literature and philosophy. And despite its definitional ambiguities, some philosophers see in postmodernism a reason for the rise and interest in business ethics. This view is challenged on two grounds: (I) its philosophical source in Europe; and (2) its vocabulary. Martin Heidegger, one of the major forces in postmodernism’s rise, left a confusing legacy. In his early years, Heidegger advocated moral subjectivism; in his later years, he argued that moral (...) standards could be found in the lives of human gods whose pronouncements would replace the precepts of a Western Civilization he found decadent.Contemporary postmodernism seems to take inspiration from the views of both the younger and older Heidegger even though he, himself, saw contradictions between them. The confusion is compounded by incorporation of Neitzsche’s God-is-dead thesis into Heideggerian thought, thereby, confronting philosophers with a dilemma: if God is out of the picture, and if objective rules derived from human nature do not exist, what human gods can lead us? Will they come from a political or cultural elite? How should we know them? Why should we trust them? Unless-and until-these questions are answered, it is unwise to build business ethics on a postmodern foundation.Another-and seemingly insignificant-reason for rejecting postmodernism ethics is the esoteric vocabulary used by its expositors to advance it. More jargon will not help philosophers who try to respond to moral questions raised by business managers themselves. (shrink)

Resumen Este artículo explora el concepto de corrupción siguiendo la categoría nietzscheana de decadencia en los ámbitos religiosos, morales, metafísicos y epistémicos en el horizonte del nihilismo. El campo de interés estuvo centrado en la constante presencia de la decadencia como elemento definitorio de nuestra cultura occidental según el diagnóstico genealógico nietzscheano. Sobre la base del análisis hermenéutico de las obras de Nietzsche, se evidenció que la corrupción no solo rompe la confianza como pilar antropológico y político, sino que quiebra (...) la promesa como fundamento teológico y filosófico, y reemplaza el ethos de convivencia por el pathos de la sospecha. Se concluye que esta cualidad de corruptibilidad del hombre surge en la actualidad como una condición causal en la arquitectónica del abuso y para el crecimiento decisivo de un nuevo tipo de nihilismo: el nihilismo de la consciencia.This article explores the concept of corruption following the Nietzschean category of decadence in the religious, moral, metaphysical and epistemic realms in the horizon of nihilism. The focus was the constant presence of decadence as a defining element in our Western culture according to the Nietzschean genealogical diagnosis. Based on the hermeneutic analysis of Nietzsche's works, it is demonstrated that corruption not only breaks down trust as a pillar of anthropology and politics, but it also breaks promise as a theological and philosophical basis and replaces the ethos of cohabitation with the pathos of suspicion. It is concluded that this quality of man's corruptibility arises as a causal condition in the architecture of abuse and for the decisive growth of a new type of nihilism: the nihilism of consciousness. (shrink)

The rapid adoption of digital technologies has revolutionized business operations and introduced emerging concepts such as Digital Twin (DT) technology, which has the potential to predict system responses before they occur, making it an attractive option for smart and sustainable tourism. However, implementing DT software systems poses significant challenges, including compliance with regulations and effective communication among stakeholders, and concerns surrounding security, privacy, and trust with the use of big data. To address these challenges, this paper proposes a documentation (...) framework for architectural decisions (DFAD) that applies the concept of big data governance to the digital system. The framework aims to ensure accountability, transparency, and trustworthiness while adhering to rules and regulations. To demonstrate its applicability, a case study and three case scenarios on the potential use of Mobile Positioning Data (MPD) in Indonesia for DT technology in smart and sustainable tourism were examined. The paper highlights the benefits of DFAD in shaping stakeholder communication and human–machine interactions while leveraging the potential of MPD to measure tourism statistics by Statistics Indonesia since 2016. Not only the documentation framework promotes compliance with regulations, but it also facilitates effective communication among stakeholders and enhances trust and transparency in the use of big data in DT technology for smart and sustainable tourism. This paper emphasizes the importance of effective big data governance and its potential to promote sustainable tourism practices. The multidisciplinarity approach on political science, software engineering, tourism, and official statistics provides an opportunity for academic contribution and decision-making processes. (shrink)

Lean is a new open source theorem prover being developed at Microsoft Research and Carnegie Mellon University, with a small trusted kernel based on dependent type theory. It aims to bridge the gap between interactive and automated theorem proving, by situating automated tools and methods in a framework that supports user interaction and the construction of fully specified axiomatic proofs. Lean is an ongoing and long-term effort, but it already provides many useful components, integrated development environments, and a rich API (...) which can be used to embed it into other systems. It is currently being used to formalize category theory, homotopy type theory, and abstract algebra. We describe the project goals, system architecture, and main features, and we discuss applications and continuing work. (shrink)

Professor Lehrer’s coherence theory makes play with the metaphor of a key-stone arch. The metaphor is graphic, but it may cause card-carrying foundationalists to give a little private smile. After all, no key-stone in the history of architecture ever kept even a single brick up unless the walls were already standing firmly on something solid. So there you have a reason, if you needed one, for not letting the metaphor affect your preferences as to which style of epistemology to (...) accept—not if you are hoping to be worthy of your own trust. (shrink)

Around 750 a.d., new settlements in Chaco Canyon in the Southwest United States began moving toward intensified urban form, monumental architecture, and increased hierarchical social organization that bordered on nation-state authority. But around 1140 a.d., the relatively concentrated populations in Chaco Canyon dispersed over just a few generations. At new destinations emigrants from the canyon did not reinstate the urban intensities and political hierarchies that had dominated there. Four lessons from this history can be drawn. First, the model of (...) social and political coordination that best fits the history of Chaco Canyon is one of escalating and deescalating gift-giving. Models that instead appeal to purely transactional relations, such as contracts, are historically and philosophically inadequate. Second, and more broadly, the real power of any well-functioning, complex, and urbanized society must be a reserve of generalized social trust. This was true then, and remains true today. Third, while environmental pressures play important roles in the formation of foundational urban settlements such as those in Chaco Canyon, we should be careful not to explain too much by them. As then, our own environmental challenges call upon us to nurture political arrangements, especially in our cities, that can address environmental constraints and challenges. Except perhaps when circumstances become impossibly dire, we should treat environmental constraints as the boundaries into which we must fit ourselves through political means. Finally, philosophers should investigate developments in historical urban settlements. Such cases are indispensable for understanding human cooperation, forms of social authority, and environmental decision making. (shrink)