Since some AI algorithms with high predictive power have impacted human integrity, safety has become a crucial challenge in adopting and deploying AI. Although it is impossible to prevent an algorithm from failing in complex tasks, it is crucial to ensure that it fails safely, especially if it is a critical system. Moreover, due to AI’s unbridled development, it is imperative to minimize the methodological gaps in these systems’ engineering. This paper uses the well-known Box-Jenkins method for statistical modeling (...) as a framework to identify engineering pitfalls in the adjustment and validation of AI models. Step by step, we point out state-of-the-art strategies and good practices to tackle these engineering drawbacks. In the final step, we integrate an internal and external validation scheme that might support an iterative evaluation of the normative, perceived, substantive, social, and environmental safety of all AI systems. (shrink)

A basic income is typically defined as an individual’s entitlement to receive a regular payment as a right, independent of other sources of income, employment or willingness to work, or living situation. In this article, we examine what it means for the state to institute a right to basic income. The normative literature on basic income has developed numerous arguments in support of basic income as an inextricable component of a just social order, but there exists little analysis about basic (...) income within a jurisprudential or philosophical rights perspective. In our view, strong reasons of either a principled or a pragmatic nature in support of instituting a basic income scheme nevertheless often fall short of ascribing to basic income a distinctive Hohfeldian rights status. This article aims to partially redress this gap by examining two sets of questions. First, what are the implications – ethical and practical – of adopting basic income as a legal right as opposed to a mere policy? Second, we also enquire whether there should be such a right: what, if anything, is the ethical foundation that warrants granting basic income a distinctive legal rights status? This article suggests that any such foundation must be grounded in comparative evaluation and discusses several comparative strategies available to basic income advocates. The aim of this article is not to offer a definite argument in favor of a legal right to basic income, but to chart several lines of argument that a rights perspective might add to the contemporary discussion. (shrink)

The title of Hare’s book refers to the gap between the demand that morality places on us and our natural capacity to live by it. Such a gap is paradoxical if we accept the “‘ought’ implies ‘can”’ principle. The solution, Hare argues, is that the gap is filled by the Christian God. So we ought to be moral and can do so—with divine assistance. Hare’s statement and defense of the existence of the gap combines a rigorously Kantian notion of (...) the moral demand with a rigorously Calvinist notion of human depravity. As such, many readers will find the gap exaggerated, but most people will admit that there is some sort of gap here to be faced, and any gap at all is a problem. (shrink)

Is morality too difficult for human beings? Kant said that it was, except with God's assistance. Contemporary moral philosophers have usually discussed the question without reference to Christian doctrine, and have either diminished the moral demand, exaggerated human moral capacity, or tried to find a substitute in nature for God's assistance. This book looks at these philosophers--from Kant and Kierkegaard to Swinburne, Russell, and R.M. Hare--and the alternative in Christianity.

With the conviction that "the gap between traditional morality and the avant-garde approach is widening," Erwin W. Lutzer offers this precise, easy-to-understand, and knowledgeable critique of situation ethics. This presentation adds new insights to the discussion of morality and the ethic of love. Lutzer pinpoints the fallacies of the situationist's philosophy and offers a biblical alternative that clearly recognizes and deals with moral conflicts.

The title of Hare’s book refers to the gap between the demand that morality places on us and our natural capacity to live by it. Such a gap is paradoxical if we accept the “‘ought’ implies ‘can”’ principle. The solution, Hare argues, is that the gap is filled by the Christian God. So we ought to be moral and can do so—with divine assistance. Hare’s statement and defense of the existence of the gap combines a rigorously Kantian notion of (...) the moral demand with a rigorously Calvinist notion of human depravity. As such, many readers will find the gap exaggerated, but most people will admit that there is some sort of gap here to be faced, and any gap at all is a problem. (shrink)

According to Hare, there is a “gap between the moral demand on us and our natural capacities to live by it”. This gap is overcome, according to the “core teaching of traditional Christianity”, by the doctrine of God’s assistance, together with the notions of repentance and forgiveness. Thus, traditionally, morality has a three part structure: “Morality... is, first, something I ought to be practicing [the moral demand]; second, something for which my natural capacities are inadequate [our defective natural (...) capacities]; and, third, something that I should treat as the command of some other at least possible [compassionate, helpful, and forgiving] being who is practicing it [the authoritative source of the demand]”. However, it is characteristic of modern moral philosophy to reject the last idea. This, on Hare’s view, leads to the problem that people cannot fulfill the demands that morality places on them. This “... produces a constant and inevitable sense of failure”, which, in turn “makes the feeling of guilt and the desire to avoid its pain into a primary motivator of the moral life”. This is not only unfortunate in itself, but, Hare hints, it might indicate a deeper philosophical problem in modern morality that is connected with the Kantian principle that “ought implies can.” Therefore, Hare argues, “if we keep morality as demanding as Kant says it is, and if we want to concede what Kant says about our natural propensity not to live by it, and if we want at the same time to reject these traditional Christian doctrines, then we will have to find some substitute for them”. (shrink)

Our brains were designed for tribal life, for getting along with a select group of others and for fighting off everyone else. But modern times have forced the world’s tribes into a shared space, resulting in epic clashes of values along with unprecedented opportunities. As the world shrinks, the moral lines that divide us become more salient and more puzzling. We fight over everything from tax codes to gay marriage to global warming, and we wonder where, if at all, (...) we can find our common ground. (shrink)

This paper explores the role of moral uncertainty in explaining the morally disruptive character of new technologies. We argue that existing accounts of technomoral change do not fully explain its disruptiveness. This explanatory gap can be bridged by examining the epistemic dimensions of technomoral change, focusing on moral uncertainty and inquiry. To develop this account, we examine three historical cases: the introduction of the early pregnancy test, the contraception pill, and brain death. The resulting account highlights what we (...) call “differential disruption” and provides a resource for fields such as technology assessment, ethics of technology, and responsible innovation. (shrink)

This paper explores the role of moral uncertainty in explaining the morally disruptive character of new technologies. We argue that existing accounts of technomoral change do not fully explain its disruptiveness. This explanatory gap can be bridged by examining the epistemic dimensions of technomoral change, focusing on moral uncertainty and inquiry. To develop this account, we examine three historical cases: the introduction of the early pregnancy test, the contraception pill, and brain death. The resulting account highlights what we (...) call “differential disruption” and provides a resource for fields such as technology assessment, ethics of technology, and responsible innovation. (shrink)

Although climate change jeopardizes the fundamental human rights of current as well as future people, current actions and ambitions to tackle it are inadequate. There are two prominent explanations for this motivational gap in the climate ethics literature. The first maintains that our conventional moral judgement system is not well equipped to identify a complex problem such as climate change as an important moral problem. The second explanation refers to people’s reluctance to change their behaviour and the temptation (...) to shirk responsibility. We argue that both factors are at play in the motivational gap and that they are complemented by crucial moral psychological insights regarding moral disengagement, which enables emitters to dissociate self-condemnation from harmful conduct. In this way, emitters are able to maintain their profligate, consumptive lifestyle, even though this conflicts with their moral standards with respect to climate change. We provide some illustrations of how strategies of moral disengagement are deployed in climate change and discuss the relationship between the explanations for the motivational gap and moral disengagement. On the basis of this explanatory framework, we submit that there are three pathways to tackle the motivational gap and moral disengagement in climate change: making climate change more salient to emitters and affirming their self-efficacy; reconsidering the self-interested motives that necessitate moral disengagement; and tackling moral disengagement directly. (shrink)

This paper warns of two threats to moral responsibility that arise when accounting for omissions, given some plausible assumptions about how abilities are related to responsibility. The first problem threatens the legitimacy of our being responsible by expanding the preexisting tension that luck famously raises for moral responsibility. The second threat to moral responsibility challenges the legitimacy of our practices of holding responsible. Holding others responsible for their omissions requires us to bridge an epistemic gap that does (...) not arise when holding others responsible for their actions—one that we might often fail to cross. (shrink)

When a computer system causes harm, who is responsible? This question has renewed significance given the proliferation of autonomous systems enabled by modern artificial intelligence techniques. At the root of this problem is a philosophical difficulty known in the literature as the responsibility gap. That is to say, because of the causal distance between the designers of autonomous systems and the eventual outcomes of those systems, the dilution of agency within the large and complex teams that design autonomous systems, and (...) the impossibility of fully predicting how autonomous systems will behave once deployed, determining who is morally responsible for harms caused by autonomous systems is unclear at a conceptual level. I review past work on this topic, criticizing prior works for suggesting workarounds rather than philosophical answers to the conceptual problem presented by the responsibility gap. The view I develop, drawing on my earlier work on vicarious moral responsibility, explains why computing professionals are ethically required to take responsibility for the systems they design, despite not being blameworthy for the harms these systems may cause. (shrink)

Business ethics can be taught as a stand-alone course or be woven throughout a curriculum. There is a debate over whether to teach ethics in the form of theory or real-world connectedness or both. A moral-judgment gap exists, and many believe Business education should promote knowledge and skills that enable ethical intentions to be followed with ethical behaviors. This conceptual paper diagrams where the gap exists in Business Ethics education and theorizes how multi-modal, learning-centered ethics teaching can bridge this (...) shortfall. Literature from the field of Education is drawn upon for pedagogies that promote learning and application. Case studies, constructed narratives, and simulations function as several key components useful for developing complex skills needed for applying ethical reasoning. Additional components and strategies that undergird and reinforce the case studies and other active learning components are laid out in pyramid form toward an overall best-practices approach to developing principled moral reasoning in Business Ethics. (shrink)

Our inability to feel what others feel makes it difficult to understand how they think. Because moral intuitions organize political attitudes, moral empathy gaps can exacerbate political conflict (and other kinds of conflict as well) by contributing to the perception that people who do not share our moral opinions are unintelligent and/or have malevolent intentions.

In Morality and Ethics of War, which includes a foreword by Major General Susan Coyle, ethicist Deane-Peter Baker goes beyond existing treatments of military ethics to address a fundamental problem: the yawning gap that exists between the diverse moral frameworks defining personal identity in a multicultural society on the one hand, and the professional military ethic on the other. Baker argues that overcoming this chasm is essential to minimising the ethical risks that can lead to operational and strategic failure (...) for military forces engaged in today's complex conflict environment. He contends that spanning the gap is vital in preventing moral injury from befalling the nation's uniformed servants. Drawing on a revised account of what he calls 'the Just War Continuum', Baker develops a bridging framework that combines conceptual clarity and rigour with insights from cutting edge psychological research and creates a practical means for military leaders to negotiate the moral chasm in military affairs. (shrink)

Wright, Ken Review of: Moral tribes: Emotion, reason, and the gap between us and them, by Joshua Greene, Atlantic Books, London, 2014, pp.422.

This is the first of two essays concerned to specify in what sense "ought" and "value" are genuine characteristics of reality serving as data that help us empirically verify the truth and falsity of our moral judgments. This, the first, essay discusses the significance of the ought/is question for moral philosophy and theological ethics, giving reasons for the inadequacy of current views on the relation between "ought" and "is." Building on the perceptual theories of Gestalt psychologists yields a (...) phenomenological description of the nature of "ought" and "value" as unique experiences of gap-induced demands or requiredness. These moral experiences of requiredness are delineated in such a way that they are distinguishable from aesthetic, logical, and causal forms of requiredness. (shrink)

Part I of this essay described "Ought" and "Value" as forms of moral requiredness. Now in Part II, a description of the ideal conditions for veridical perceptions of moral requiredness are specified. This is done in the form of an ideal observer type of analysis. This analysis is defended against those who oppose naturalism by assuming a bifurcation between 'ought' and 'is' and those who accuse naturalism of a "naturalistic fallacy." It is argued that theistic versions of the (...) ideal observer form of analysis exist in the Christian tradition in logically acceptable and plausible formulations. Specific illustrations are provided. (shrink)

Moral rationalists and sentimentalists traditionally disagree on at least two counts, namely regarding the source of moral knowledge or moral judgements and regarding the source of moral motivation. I will argue that even though Leibniz's moral epistemology is very much in line with that of mainstream moral rationalists, his account of moral motivation is better characterized as sentimentalist. Just like Hume, Leibniz denies that there is a necessary connection between knowing that something is (...) right and the motivation to act accordingly. Instead, he believes that certain affections are necessary for moral motivation. On my interpretation, then, Leibniz is an externalist about judgements and motivation: he is committed to a gap between the judgement that something is morally right and the motivation to act accordingly. As a matter of fact, I will argue that there are two gaps. The first and less controversial one has to do with the fact that Leibniz reconciles his psychological egoism with ethical altruis.. (shrink)

Moral Tribes: Emotion, Reason, and the Gap between Us and Them. . ???aop.label???. doi: 10.1080/09515089.2013.871618.

This article examines the present bifurcation of policy-making into domestic and foreign components, and urges a theoretical effort aimed at unifying national policy by integrating its various components.

The book is an exploration of how we narrow the gap between our moral ideals and our actual selves. It develops an account of moral improvement as a practical project requiring what Karen Stohr calls a "moral neighborhood." Moral neighborhoods are constructed through social practices that instantiate shared moral ideals in a flawed world.

The purely retributive moral justification of punishment has a gap at its centre. It fails to explain why the offender should not be protected from punishment by the intuitively powerful moral idea that afflicting another person (other than to avoid a greater harm) is always wrong. Attempts to close the gap have taken several different forms, and only one is discussed in this paper. This is the attempt to push aside the ‘protecting’ intuition, using some more powerful intuition (...) specially invoked by the situations to which criminal justice is addressed. In one aspect of his complex defence of pure retributivism, Michael S. Moore attempts to show that the emotions of well-adjusted persons provide evidence of moral facts which justify the affliction of culpable wrongdoers in retribution for their wrongdoing. In particular, he appeals to the evidential significance of emotions aroused by especially heinous crimes, including the punishment-seeking guilt of the offender who truly confronts the reality of his immoral act. The paper argues that Moore fails to vindicate this appeal to moral realism, and thus to show that intrinsic personal moral desert (as distinct from ‘desert’ in a more restricted sense, relative to morally justified institutions) is a necessary and sufficient basis for punishment. Other theories of the role of emotions in morality are as defensible as Moore’s, while the compelling emotions to which he appeals to clinch his argument can be convincingly situated within a non-retributivist framework, especially when the distinction between the intuitions of the lawless world, and those of the world of law, is recognised. -/- . (shrink)

Paul Ricoeur is a philosopher of wide ranging interests whose main concern is hermeneutics. His hermeneutics is self-reflexive, an existential appropriation that eventually gives way to self-understanding. Questions pertaining to self-identity, the problem of the other and intersubjectivity are presented by him in a tensive style, keeping the scope of interpretations wide open. While discussing the question of self-identity, he moves towards intersubjectivity which is centred on self-esteem. It provides a context for self-constancy which gives to a moral identity, (...) an attestation of Here I am. Here arises the basic issue, how the narrative identity which is hermeneutical give rise to an ethical relation. If so, Ricoeur must be ready to see that there is an asymmetric relation between the same and the other which can be termed ethical. Though he says that conscience contains an injunction to attest ourselves to say, Here I am, it is a statement of “said” and not one of “saying”. Only a statement of “saying” can interrupt ontology and enact the movement from the same to the other which is ethical. Hence, Ricoeur stands at the hemeneutical level which cannot abandon ontology. But the polysemic nature of alterity posed by him never closes the possibilities of an ethical interpretation. (shrink)

As sophisticated artificial intelligence software becomes more ubiquitously and more intimately integrated within domains of traditionally human endeavor, many are raising questions over how responsibility (be it moral, legal, or causal) can be understood for an AI’s actions or influence on an outcome. So called “responsibility gaps” occur whenever there exists an apparent chasm in the ordinary attribution of moral blame or responsibility when an AI automates physical or cognitive labor otherwise performed by human beings and commits (...) an error. Healthcare administration is an industry ripe for responsibility gaps produced by these kinds of AI. The moral stakes of healthcare are often life and death, and the demand for reducing clinical uncertainty while standardizing care incentivizes the development and integration of AI diagnosticians and prognosticators. In this paper, we argue that (1) responsibility gaps are generated by “black box” healthcare AI, (2) the presence of responsibility gaps (if unaddressed) creates serious moral problems, (3) a suitable solution is for relevant stakeholders to voluntarily responsibilize the gaps, taking on some moral responsibility for things they are not, strictly speaking, blameworthy for, and (4) should this solution be taken, black box healthcare AI will be permissible in the provision of healthcare. (shrink)

Our ability to locate moral responsibility is often thought to be a necessary condition for conducting morally permissible medical practice, engaging in a just war, and other high-stakes endeavors. Yet, with increasing reliance upon artificially intelligent systems, we may be facing a wideningresponsibility gap, which, some argue, cannot be bridged by traditional concepts of responsibility. How then, if at all, can we make use of crucial emerging technologies? According to Colin Allen and Wendell Wallach, the advent of so-called ‘artificial (...) moral agents’ (AMAs) is inevitable. Still, this notion may seem to push back the problem, leaving those who have an interest in developing autonomous technology with a dilemma. We may need to scale-back our efforts at deploying AMAs (or at least maintain human oversight); otherwise, we must rapidly and drastically update our moral and legal norms in a way that ensures responsibility for potentially avoidable harms. This paper invokes contemporary accounts of responsibility in order to show how artificially intelligent systems might be held responsible. Although many theorists are concerned enough to develop artificial conceptions ofagencyor to exploit our present inability to regulate valuable innovations, the proposal here highlights the importance of—and outlines a plausible foundation for—a workable notion ofartificial moral responsibility. (shrink)

If climate change represents a severe threat to humankind, why then is response to it characterized by inaction at all levels? The authors argue there are two complementary explanations for the lack of motivation. First, our moral judgment system appears to be unable to identify climate change as an important moral problem and there are pervasive doubts about the agency of individuals. This explanation, however, is incomplete: Individual emitters can effectively be held morally responsible for their luxury emissions. (...) Second, doubts about individual agency have become overly emphasized and fail to convincingly exonerate individuals from responsibility. This book extends the second explanation for the motivational gap, namely that the arguments for the lack of individual agency do in fact correspond to mechanisms of moral disengagement. The use of these mechanisms enables consumption elites to maintain their consumptive lifestyles without having to accept moral responsibility for their luxury emissions. (shrink)

Research shows that people often do not intervene to stop immoral action from happening. However, limited information is available on why people fail to intervene. Two preregistered studies (Ns = 248, 131) explored this gap in the literature by staging a theft in front of participants and immediately interviewing them to inquire about their reasons for intervening or not intervening. Across both studies, most participants did not try to stop the theft or even report it to the experimenter afterward. Furthermore, (...) many participants reported confusion and inattention as precursors to nonintervention, yielding insight into what inhibits moral courage. (shrink)

Danaher (2016) has argued that increasing robotization can lead to retribution gaps: Situation in which the normative fact that nobody can be justly held responsible for a harmful outcome stands in conflict with our retributivist moral dispositions. In this paper, we report a cross-cultural empirical study based on Sparrow’s (2007) famous example of an autonomous weapon system committing a war crime, which was conducted with participants from the US, Japan and Germany. We find that (i) people manifest a (...) considerable willingness to hold autonomous systems morally responsible, (ii) partially exculpate human agents when interacting with such systems, and that more generally (iii) the possibility of normative responsibility gaps is indeed at odds with people’s pronounced retributivist inclinations. We discuss what these results mean for potential implications of the retribution gap and other positions in the responsibility gap literature. (shrink)

Robotization is an increasingly pervasive feature of our lives. Robots with high degrees of autonomy may cause harm, yet in sufciently complex systems neither the robots nor the human developers may be candidates for moral blame. John Danaher has recently argued that this may lead to a retribution gap, where the human desire for retribution faces a lack of appropriate subjects for retributive blame. The potential social and moral implications of a retribution gap are considerable. I argue that (...) the retributive intuitions that feed into retribution gaps are best understood as deontological intuitions. I apply a debunking argument for deontological intuitions in order to show that retributive intuitions cannot be used to justify retributive punishment in cases of robot harm without clear candidates for blame. The fundamental moral question thus becomes what we ought to do with these retributive intuitions, given that they do not justify retribution. I draw a parallel from recent work on implicit biases to make a case for taking moral responsibility for retributive intuitions. In the same way that we can exert some form of control over our unwanted implicit biases, we can and should do so for unjustifed retributive intuitions in cases of robot harm. (shrink)