Strategies for improving the explainability of artificial agents are a key approach to support the understandability of artificial agents’ decision-making processes and their trustworthiness. However, since explanations are not inclined to standardization, finding solutions that fit the algorithmic-based decision-making processes of artificial agents poses a compelling challenge. This paper addresses the concept of trust in relation to complementary aspects that play a role in interpersonal and human–agent relationships, such as users’ confidence and their perception of artificial agents’ reliability. Particularly, this (...) paper focuses on non-expert users’ perspectives, since users with little technical knowledge are likely to benefit the most from “post-hoc”, everyday explanations. Drawing upon the explainable AI and social sciences literature, this paper investigates how artificial agent’s explainability and trust are interrelated at different stages of an interaction. Specifically, the possibility of implementing explainability as a trust building, trust maintenance and restoration strategy is investigated. To this extent, the paper identifies and discusses the intrinsic limits and fundamental features of explanations, such as structural qualities and communication strategies. Accordingly, this paper contributes to the debate by providing recommendations on how to maximize the effectiveness of explanations for supporting non-expert users’ understanding and trust. (shrink)

In this paper, we report on the development of The Sustainable Port video game, which aims to simulate the complex dynamics and decisions occurring in the present and future development of a port area considering environmental aspects (CO2 emissions) and profit. To evaluate if this game fulfills its purpose, we asked 75 students and 34 employees at the Port of Rotterdam (PoR) to play The Sustainable Port. Our results show that PoR employees score higher than students suggesting a transfer between (...) real-life experience of being an employee in the port and performance in the game. Furthermore, port participants reported that The Sustainable Port can be successfully used to start discussions about the future of the Port of Rotterdam and to raise awareness about the complexity characterizing the decision-making processes occurring in a port environment. Our results, taken together, provide evidence of the effectiveness of The Sustainable Port in simulating dynamics occurring in port development and give us optimism about future applications. (shrink)

Artificial agents are progressively becoming more present in everyday-life situations and more sophisticated in their interaction affordances. In some specific cases, like Google Duplex, GPT-3 bots or Deep Mind’s AlphaGo Zero, their capabilities reach or exceed human levels. The use contexts of everyday life necessitate making such agents understandable by laypeople. At the same time, displaying human levels of social behavior has kindled the debate over the adoption of Dennett’s ‘intentional stance’. By means of a comparative analysis of the literature (...) on robots and virtual agents, we defend the thesis that approaching these artificial agents ‘as if’ they had intentions and forms of social, goal-oriented rationality is the only way to deal with their complexity on a daily base. Specifically, we claim that this is the only viable strategy for non-expert users to understand, predict and perhaps learn from artificial agents’ behavior in everyday social contexts. Furthermore, we argue that as long as agents are transparent about their design principles and functionality, attributing intentions to their actions is not only essential, but also ethical. Additionally, we propose design guidelines inspired by the debate over the adoption of the intentional stance. (shrink)

This study aimed to identify real-life experts working for a port authority and lay people (students) who played The Sustainable Port, a serious game aiming to simulate the dynamics occurring in a port area. To achieve this goal, we analyzed eye gaze data collected noninvasively using low-grade webcams from 28 participants working for the port authority of the Port of Rotterdam and 66 students. Such data were used for a classification task implemented using a MiniRocket classifier, an algorithm used for (...) time-series classification. The classifier reached an F1 score of 0.75 (SD = 0.07), a PR AUC of 0.73 (SD = 0.14), and an ROC AUC of 0.75 (SD = 0.15) providing evidence that it is possible to identify real-life experts about maritime port management using data that can be obtained from a webcam. We speculate that the gaze direction used to train the MiniRocket may contain relevant information about the cognitive processes and decisions occurring throughout the gameplay. We suggest that the methods here presented not only can be used to detect experts playing simulations, such as serious games, but also to identify experts tackling screen-presented tasks. (shrink)

I offer a framework for impossibility in the legal domain. I argue for two main points: the use of ‘impossibility’ and ‘impossible’ in the legal domain is often incoherent; in the law we often different concepts of impossibility as well as concepts that differ from impossibility that are nonetheless called ‘impossibility’.

Although the analogy between macroscopic machines and biological molecular devices plays an important role in the conceptual framework of both neo-mechanistic accounts and nanotechnology, it has recently been claimed that certain complex molecular devices cannot be considered machines since they are subject to physicochemical forces that are different from those of macroscopic machines. However, the structural and physicochemical conditions that allow both macroscopic machines and microscopic devices to work and perform new functions, through a combination of elemental functional parts, have (...) not yet been examined. In order to fill this void, this paper has a threefold aim: first, to clarify the structural and organisational conditions of macroscopic machines and microscopic devices; second, to determine whether the machine-like analogy fits nanoscale devices; and third, to assess whether the machine-like analogy is appropriate for describing the behaviour of some biological macromolecules. Finally, the paper gives an account of ‘machine’ which, while acknowledging the physicochemical and organisational differences between man-made machines and biological microscopic devices, nevertheless identifies a common conceptual core that allows us to consider the latter ‘machines’. (shrink)

Extant models of moral judgment assume that an action’s intentionality precedes assignments of blame. Knobe (2003b) challenged this fundamental order and proposed instead that the badness or blameworthiness of an action directs (and thus unduly biases) people’s intentionality judgments. His and other researchers’ studies suggested that blameworthy actions are considered intentional even when the agent lacks skill (e.g., killing somebody with a lucky shot) whereas equivalent neutral actions are not (e.g., luckily hitting a bull’s-eye). The present five studies offer an (...) alternative account of these provocative findings. We suggest that people see the morally significant action examined in previous studies (killing) as accomplished by a basic action (pressing the trigger) for which an unskilled agent still has sufficient skill. Studies 1 through 3 show that when this basic action is performed unskillfully or is absent, people are far less likely to view the killing as intentional, demonstrating that intentionality judgments, even about immoral actions, are guided by skill information. Studies 4 and 5 further show that a neutral action such as hitting the bull’s-eye is more difficult than killing and that difficult actions are less often judged intentional. When difficulty is held constant, people’s intentionality judgments are fully responsive to skill information regardless of moral valence. The present studies thus speak against the hypothesis of a moral evaluation bias in intentionality judgments and instead document people’s sensitivity to subtle features of human action. (shrink)

Can an event’s blameworthiness distort whether people see it as intentional? In controversial recent studies, people judged a behavior’s negative side effect intentional even though the agent allegedly had no desire for it to occur. Such a judgment contradicts the standard assumption that desire is a necessary condition of intentionality, and it raises concerns about assessments of intentionality in legal settings. Six studies examined whether blameworthy events distort intentionality judgments. Studies 1 through 4 show that, counter to recent claims, intentionality (...) judgments are systematically guided by variations in the agent’s desire, for moral and nonmoral actions alike. Studies 5 and 6 show that a behavior’s negative side effects are rarely seen as intentional once people are allowed to choose from multiple descriptions of the behavior. Specifically, people distinguish between “knowingly” and “intentionally” bringing about a side effect, even for immoral actions. These studies suggest that intentionality judgments are unaffected by a behavior’s blameworthiness. (shrink)

The fulcrum of this work is knowledge: what it is and how it is generated within the context of a capitalist society. First, Marx’s analysis of the objective labour process is extended to the mental labour process. Then, objective and mental labour processes are defined in terms of objective and mental transformations, with consideration paid to which of the two types of transformation is determinant. This requires a discussion of dialectical logic and formal logic. Within dialectical logic, two types of (...) processes are introduced: open ended and pre-determined. It is argued that computers (both traditional and quantum) and Artificial Intelligence cannot generate new knowledge, because they (a) rely on formal logic, i.e. they cannot engage in open-ended dialectical processes, and (b) are impervious to social determination. Connectedly, Artificial Intelligence systems such as ChatGPT cannot be a substitute for human thought or writing, because of the inevitability of ‘model collapse’. Next, focus is shifted to a specific form of knowledge: the ‘Copenhagen interpretation’ of quantum mechanics. It is shown that this interpretation is steeped in irrationalism and that it is a variant of pro-capitalist ideology. Finally, the social-historical roots of this ideology are revealed. (shrink)

In this paper, we report on an experiment with The Walking Dead (TWD), which is a narrative-driven adventure game with morally charged decisions set in a post-apocalyptic world filled with zombies. This study aimed to identify physiological markers of moral decisions and non-moral decisions using infrared thermal imaging (ITI). ITI is a non-invasive tool used to capture thermal variations due to blood flow in specific body regions that might be caused by sympathetic activity. Results show that moral decisions seem to (...) elicit a significant decrease in temperature in the chin region 20 seconds after participants are presented with a moral decision. However, given the small sample involved, and the lack of significance in other regions, future studies might be needed to confirm the results obtained in this work. (shrink)

Both physiological and evolutionary criteria of biological individuality are underpinned by the idea that an individual is a functionally integrated whole. However, a precise account of functional integration has not been provided so far, and current notions are not developed in the details, especially in the case of composite systems. To address this issue, this paper focuses on the organisational dimension of two representative associations of prokaryotes: biofilms and the endosymbiosis between prokaryotes. Some critical voices have been raised against the (...) thesis that biofilms are biological individuals. Nevertheless, it has not been investigated which structural and functional obstacles may prevent them from being fully integrated physiological or evolutionary units. By contrast, the endosymbiotic association of different species of prokaryotes has the potential for achieving a different type of physiological integration based on a common boundary and interlocked functions. This type of association had made it possible, under specific conditions, to evolve endosymbionts into fully integrated organelles. This paper therefore has three aims: first, to analyse the organisational conditions and the physiological mechanisms that enable integration in prokaryotic associations; second, to discuss the organisational differences between biofilms and prokaryotic endosymbiosis and the types of integration they achieve; finally, to provide a more precise account of functional integration based on these case studies. (shrink)

The logic of gift and gratuitousness in business activity raised by the encyclical Caritas in Veritate stresses a deeper critical evaluation of the category of relation. The logic of gift in business includes two aspects. The first is considering the logic of gift as a new conceptual lens in order to view business relationship beyond contractual logic. In this view, it is crucial to see the circulation of goods as instrumental for the development of relationships. The second aspect is to (...) qualify the relationships established through the gift, and to think about the motivation in gift-giving, which has an ethical content. We give because we have received, and through gift-giving we develop relationships that have a high ‘bonding value’. Analysing the logic of gift in business management may permit us to gain an understanding of the ambiguity of gift-giving in organizations. Looking at the relationships between organizations and employees, and organizations and customers, we can discover why the logic of gift is often misunderstood or abused in its application, and how it should be applied to be more consistent with the message of Caritas in Veritate. (shrink)

Forgiveness has been a central issue for humankind since ancient times; it emerged in theology, but in recent decades it has received significant attention from different disciplines, such as philosophy and psychology. More recently, forgiveness has received attention also from organizational and managerial studies, particularly, in studying how individuals respond to interpersonal offenses, or perceived harm and wrongdoing in the workplace. Forgiveness is a complex concept, as it can be understood as a family of related constructs and can be analyzed (...) at different levels. Even if social sciences have widely recognized that the nature of forgiveness can be both conditional and unconditional, the notions of conditionality and unconditionality have not yet received sufficient study, especially in organizational and managerial fields. In these fields, forgiveness has been predominantly studied under a psychological approach, looking for the conditions under which it may occur in the workplace. Unconditional forgiveness has received less attention: with a few exceptions, managerial and organizational literature has limited the conceptualization of forgiveness, weakening its scope and probably not catching a relevant part of forgiving experiences in the workplace. This article proposes to follow a more comprehensive approach to forgiveness in the workplace, according to the social sciences field, which can take into account both conditionality and unconditionality. It focuses on unconditional forgiveness according to Continental philosophy, in particular, to the thought of Jacque Derrida and Paul Ricoeur. Through their contributions, the unconditionality of forgiveness is deepened, and the implications of considering both conditional and unconditional forgiveness are discussed. (shrink)

Brenner's ‘The Economics of Global Turbulence’ is a review of the world economy in the second half of the 20th century and its momentous changes. It deals with a wide range of issues and developments and is supported by a wealth of statistical and historical material. At the same time, it debunks many of the myths upon which recent history has been written. Perhaps even more importantly, it seeks the causes of crises in the laws of motion of capital itself.

For a general formulation of the undecidability and incompleteness theorems one has to characterize precisely the notion of formal system. Such a characterization is provided by the proposal to identify the intuitive concept of effectively calculable function with that of partial recursive function. A proper understanding of this identification, which is known under the name of "Church's thesis", is crucial for a philosophical assessment of these metamathematical results. The undecidability and incompleteness theorems suggest one major but certainly not the only (...) reason for interest in Church's thesis. The thesis provides a sharp characterization of a concept that has played an epistemologically motivated role in many logical and foundational investigations and that has been appealed to in methodological discussions concerning computational approaches in cognitive psychology. ;In spite of these various motives of interest a detailed philosophical analysis of the meaning and the epistemological status of Church's thesis has been neglected; a thorough and balanced presentation of arguments for it is lacking. This seems to me to be due to two widespread views of the thesis, both tending to discourage analytical work. According to the first of these views, Church's thesis is unproblematic because the classical arguments for the identification are convincing. According to the second view, it is hopeless to try to evaluate the adequacy of a proposed mathematical characterization of effectiveness, because the intuitive notion is too vague. The analysis undertaken in this thesis conflicts with both views. ;I All classical arguments for Church's thesis, including Turing's, have unconvincing aspects. ;II Some generalizations of Turing's work show that unconvincing aspects of Turing's argument can be dispensed with and provide conceptually significant contributions to the problem of a "natural" mathematical characterization of the mechanically calculable functions. ;III One can isolate meanings of effectiveness conceptually more inclusive than mechanical calculability and distinguish between corresponding interpretations of Church's thesis. ;The analytical work supporting these claims bears significantly on the philosophical issues mentioned above: it plays a crucial role in a philosophical evaluation of the undecidability and incompleteness theorems and in a clarification of the conceptual background of computational approaches in cognitive psychology. (shrink)

Abstract. The rapid developments of robotics technologies in the last twenty years of the XX century have greatly encouraged research on the use of robots for surgery, diagnosis, rehabilitation, prosthetics, and assistance to disabled and elderly people. This chapter provides an overview of robotic technologies and systems for health care, focussing on various ethical problems that these technologies give rise to. These problems notably concern the protection of human physical and mental integrity, autonomy, responsibility, ...

Chris Arthur's approach aims at a systematic re-ordering of Marx's categories. This article argues that his approach is actually a different ordering of different categories that are positioned within a specific theoretical whole, a Hegelian re-interpretation of Marx and especially of abstract labour, which distances itself from Marx. While the debate has focused mainly on the philosophical aspects of Arthur's work, its economic features have not been the object of a systematic analysis. Yet, a full assessment of the 'New Dialectics' (...) should include explicitly a systematic internal critique of its economic dimensions. The aim of this article is to assess the internal consistency of the economic ramifications of the 'New Dialectics'. The focus is on the notions of abstract labour, concrete labour, and exploitation. Arthur's faithfulness to Marx, or correspondence to Marx's quotations, is not the criterion used to assess the 'New Dialectics'. Rather, the criterion is whether it discovers logical inconsistencies in Capital and is itself free from inconsistencies. The answer is negative in both cases. (shrink)

Much of the current research in regenerative medicine concentrates on stem-cell therapy that exploits the regenerative capacities of stem cells when injected into different types of human tissues. Although new therapeutic paths have been opened up by induced pluripotent cells and human mesenchymal cells, the rate of success is still low and mainly due to the difficulties of managing cell proliferation and differentiation, giving rise to non-controlled stem cell differentiation that ultimately leads to cancer. Despite being still far from becoming (...) a reality, these studies highlight the role of physical and biological constraints (e.g., cues and morphogenetic fields) placed by tissue microenvironment on stem cell fate. This asks for a clarification of the coupling of stem cells and microenvironmental factors in regenerative medicine. We argue that extracellular matrix and stem cells have a causal reciprocal and asymmetric relationship in that the 3D organization and composition of the extracellular matrix establish a spatial, temporal, and mechanical control over the fate of stem cells, which enable them to interact and control (as well as be controlled by) the cellular components and soluble factors of microenvironment. Such an account clarifies the notions of stemness and stem cell regeneration consistently with that of microenvironment. (shrink)

Moral judgment – even the type discussed by Knobe – necessarily relies on substantial information about an agent's mental states, especially regarding beliefs and attitudes. Moreover, the effects described by Knobe can be attributed to norm violations in general, rather than moral concerns in particular. Consequently, Knobe's account overstates the influence of moral judgment on assessments of mental states and causality.

I investigate collective intentionality (CI) through the “Ought” implies “Can” (OIC) principle. My leading question is does OIC impose any further requirement on CI? In answering the challenge inside a Searlean framework, I realize that we need to clarify what CI's structure is and what kind of role the agents joining a CI-act have. In the last part of the paper, I put forward an (inverted) Hartian framework to allow the Searlean CI theory to be agent sensitive and cope with (...) the problems that emerged. (shrink)

Compte rendu de Quentin Hiernaux, Du comportement végétal à l’intelligence des plantes?