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The complexity involved in developing and deploying artificial intelligence (AI) systems in high-stakes scenarios may result in a “liability gap,” under which it becomes unclear who is responsible when things go awry. Scholarly and policy debates about the gap and its potential solutions have largely been theoretical, with little effort put into understanding the general public’s views on the subject. In this chapter, we present two empirical studies exploring laypeople’s perceptions of responsibility for AI-caused harm. First, we study the proposal to grant legal personhood to AI systems and show that it may conflict with laypeople’s policy preferences. Second, we investigate how people divide legal responsibility between users and developers of machines in a variety of situations and find that, while both are expected to pay legal damages, laypeople anticipate developers to bear the largest share of the liability in most cases. Our examples demonstrate how empirical research can help inform future AI regulation and provide novel lines of research to ensure that this transformative technology is regulated and deployed in a more democratic manner.
This chapter explores the impact of science and technology’s objectifying gaze on society, Culture, and politics throughout history. It discusses how this gaze has turned the world into an object and humans into observers, diminishing moral, psychological, and political aspects. The chapter analyzes the duality of objectification, which renders man-made objects external despite embodying human values and actions. It examines the Industrial Revolution as a pivotal historical context where technology was seen as a mark of progress and an embodiment of objective Nature. Eventually, the human choices and interests behind technology were exposed, leading to the reconsideration of technologies from ethical, economic, political, and aesthetic viewpoints. The chapter also points to the ambivalence surrounding technology, including both fear and admiration, and how the disillusionment with technology has impacted the democratic epistemological framework. Additionally, it discusses the influence of philosophers-scientists like Descartes and Newton on modern dualistic cosmology, highlighting how science and technology have shaped various socio-political fields such as law, medicine, economics, and political science.
The character Astro Boy, which was called “child of science” in the 1963 anime series, is related here to Imperial Japan’s wartime policy of science. The term “child of science” was also applied to other characters at the time of the Asia-Pacific War, and intriguingly, the use of it covered not only mechanical but also human children. Seeking to find answers to the question of how such different things could be subsumed under the same term, the focus is on the empire’s policies and discourses of scientific warfare, and how they transformed children’s media of entertainment and education – manga, magazines, toys, and music – and even children’s bodies into weaponry at perceptual and physical levels. The issue of the “weaponization” of human bodies helps to reconsider the military traits and the subhuman qualities of Astro Boy. Extending this to Imperial Japan’s history of child soldiers, and conducting both intratextual and transtextual research of related anime and manga by Osamu Tezuka, this study brings to light the unnarrated life of Tobio, the human original of Astro Boy, as well as the implication of his premature death.
This article presents a speculative philosophical account of money as a computational machine. It does so by leveraging a computational and machinic framework, drawing primarily from the work of Philip Mirowski and Jean Cartelier. The argument is focused on a specific level of abstraction, i.e., the monetary operations involved in the creation and transfer of units of account, asking whether it is possible to view these operations as computations that mediate economic relations. As the primary function of such a machine would be one of social coordination, the article also highlights the political consequences of its implementation across society.
Automatic broiler catching machines have been developed for several reasons. Manual catching is expensive, often rough and may cause injury to the birds. Apart from animal welfare considerations, the demand for good quality meat means that rejection rates must be kept at a low level. The poor working conditions for manual catching teams are also an important factor. Only a few scientific studies on the effects of catching machines on bird health and welfare have been published. In this study, the carcase rejection rates in relation to manual and mechanical catching were compared at a poultry abattoir following a change of loading and unloading systems. The effect on the level of birds found ‘dead on arrival’ at the slaughterhouse initially varied considerably, regardless of catching method. During the last 3-month period of the study however, mechanically caught flocks showed significantly higher frequencies of dead birds on arrival than manually caught flocks. During the same last period, when running-in problems should be regarded as solved, the prevalence of bruises was also still significantly higher in the mechanically caught flocks, whereas the prevalence of fractures did not differ significantly between the two groups. This suggests that there are still opportunities for further improvements of the machine, although in Sweden it has now been accepted for commercial use in accordance with Swedish animal welfare legislation, under the supervision of the National Board of Agriculture.
In most European countries broilers are currently caught manually: broilers are caught by the leg, inverted and carried by a catcher with 3–4 birds in each hand. This method of catching broiler chickens is a welfare concern as it causes severe stress to the birds. A possible alternative to manual catching may be mechanical catching. The aim of this study was to compare the level of stress and injuries of broilers caught manually or with a harvesting machine (CIEMME Super Apollo L harvester) under commercial conditions. The results indicated that there was no significant difference in plasma corticosterone concentrations and duration of tonic immobility, which suggested that mechanically caught broilers were no more stressed than those caught manually. At the end of the catching process, mechanically caught broilers had even lower plasma corticosterone concentrations and shorter durations of tonic immobility, indicating that at this moment these broilers were less stressed than the manually caught birds. The incidence of wing haemorrhages was also reduced for broilers caught mechanically; however, there was no significant difference in the incidence of haemorrhages in the breast or legs between the two catching methods. As injuries are associated with pain and stress, this parameter is important not only for the welfare of the birds but also for product quality and the subsequent financial return. Therefore, it can be concluded that the use of the mechanical harvesting machine, CIEMME Super Apollo L, appears to be a good alternative to manual catching. Nevertheless, some aspects of mechanical catching require further improvement.
When the global material reality has already been reshaped and determined by western modernity, Gandhism and Maoism stand for attempts to discover a material world other than the existing one. I examine the ways in which the theory and practice of the body in Mao and Gandhi resonates with new materialisms' views of the body and matter as dynamic multitude and anti-dualistic open system. Gandhi and Mao share the concerns of new materialism in terms of seeing human bodies, environments, (in)organic matters and systems as configurations of multiple influences and dependencies. To put Maoism and Gandhism in the perspective of today's new materialism, the entanglement of human, nature and matter in their ideas also functions as a kind of agency in connection to other socio-political forces (instead of deploying ethics, as current new materialist ontologies have done) to enact changes. The ways in which the two formidable Asian thinkers grasp materials sound more like an abstraction, revealing that materialisms – either old or new – may be something other than what they define themselves as.
Overuse of fertilizer is detrimental to the sustainability of crop production from an economic and environmental perspective. While rice side-deep fertilization technology can significantly improve fertilizer utilization efficiency, improve crop yield and reduce environmental pollution caused by improper use of fertilizer compared with conventional fertilization methods. Therefore, side-deep fertilization technology has an important role in the sustainable development of agriculture. This article describes fertilizer selection, side-deep fertilization devices and the effects of side-deep fertilization technology on rice plants and soil. We summarize the types and characteristics of side-deep fertilizers and their ratios and modes. The basic principles and characteristics of the key components of mechanical fertilization devices are described in detail, including fertilizer discharging devices (rotating disc type, outer groove wheel type, screw type), fertilizer conveying devices (pneumatic, mechanical forced type) and sensors. The effects and mechanisms of side-deep fertilization on rice growth, yield, quality, fertilizer utilization efficiency and soil microorganisms are summarized. Finally, based on current research on side-deep fertilization, future directions are identified to aid the development of this promising technology.
The crossbow trigger was a powerful device in early Chinese warfare that had a profound impact on military tactics. Against such a background, the word for “trigger,” namely ji, became a pregnant metaphor in ancient texts from the Warring States onwards. It refers to the correlation between a “subtle” initial state and a “dangerous” and far-reaching consequence, because the small movement of pulling the trigger may kill a person at a great distance. Borrowing insights from Hans Blumenberg's metaphorology, I offer a new theory of the original meaning of ji and argue that the trigger mechanism inspires a complex metaphorical scheme that consists of three levels of ambiguities and a web of associated images. It provides a linguistic and cognitive pattern for organizing a wide range of heterogeneous life-world situations, from the moral precariousness of human speech to the vulnerability of an outnumbered army in battle.
Violence permeated every aspect of the slave trade. By the late eighteenth century, highlighting the violence in the trade was a central plank of an emerging abolitionist campaign against the institution. The slave trade seemed to presage the worst features of a developing merchant capitalism. It was out of step with rising Enlightenment ideas of sentimental attachment to others. It came to be seen as an almost uniquely horrible industry, one that, however valuable it was to European commerce, needed to be ended as soon as possible. But if the slave trade was a scene of horrors, it also aroused a different emotion – terror. The careful application of violence was central to every part of the slave trade experience. The anticipation of such violence was carefully used as a tool by participants in the trade to keep captive Africans in check, and helps to explain the transformation of African captives into enslaved persons. The terror of the slave trade can be seen graphically in James Field Stanfield’s The Guinea Voyage. Stanfield used mechanistic metaphors to describe the trade. He showed how captives and sailors were kept powerless so that the ‘vast machine’ could make money for British and African merchants.
Across the world, many politicians deliver benefits to citizens in direct exchange for their votes. Scholars often predict the demise of this phenomenon, as it is threatened by economic development, ballot secrecy and other daunting challenges. To explain its resilience, this book shifts attention to the demand side of exchanges. Nichter contends that citizens play a crucial but underappreciated role in the survival of relational clientelism - ongoing exchange relationships that extend beyond election campaigns. Citizens often undertake key actions, including declared support and requesting benefits, to sustain these relationships. As most of the world's population remains vulnerable to adverse shocks, citizens often depend on such relationships when the state fails to provide an adequate social safety net. Nichter demonstrates the critical role of citizens with fieldwork and original surveys in Brazil, as well as with comparative evidence from Argentina, Mexico and other continents.
Chapter 3 distills the logic and mechanisms by which citizens help to sustain relational clientelism.Although these ongoing exchange relationships are relatively resilient to many challenges facing electoral clientelism, their survival is imperiled by the possibility that citizens or politicians may engage in opportunistic defection.Citizens may renege on their vote promises, and politicians may renege on their promises of material benefits.Voters often undertake purposive actions to mitigate this dual credibility problem, and thereby fortify relational clientelism. Vulnerability frequently motivates clients to do so, as clientelist relationships provide an important form of informal insurance when the state fails to provide an adequate social safety net.This theoretical chapter examines two citizen mechanisms—declared support and requesting benefits. Building on a signaling model, it examines how citizens declare support to transmit meaningful information about the credibility of their vote promises. In addition, it elaborates the logic by which citizens can screen against politicians who are unlikely to follow through on promises of benefits beyond election campaigns.
Chapter 7 argues that citizens play an important role in clientelism far beyond Brazil.In many countries, clientelism confronts serious threats, such as rising income, institutional reforms, heightened legal enforcement and partisan strategies. Yet clientelism endures, in part because many citizens are motivated to help sustain ongoing exchange relationships that mitigate their vulnerability. Evidence from Argentina and Mexico documents various challenges threatening clientelism, as well as substantial vulnerability facing many citizens. In both countries, a strong link is observed between clientelism and this book’s two key mechanisms:citizens who declare support publicly for candidates — and those who ask politicians and their representatives for benefits — are more likely to experience clientelism.Similar findings are observed for one or both mechanisms in Ghana, India, Lebanon, and Yemen, and cross-national data from Africa and Latin America reveal a robust association between requesting benefits and clientelism.Such evidence corroborates more thorough testing of mechanisms in Brazil, and suggests how citizens often help to sustain relational clientelism.
Chapter 6 examines requesting benefits, a key mechanism by which citizens help to sustain relational clientelism. Even in rural Northeast Brazil, an area not traditionally known for high levels of voter autonomy, the majority of citizens who receive handouts had asked politicians for help. Citizens’ demands are frequently motivated by vulnerability: most requests involve life necessities, such as water and medicine, and they spike during adverse shocks. Evidence is consistent with both relational clientelism and the logic of screening elaborated in Chapter 3. Analyses suggest that during both election and non-election years, requesters disproportionately receive help, with declared supporters as more likely recipients. Interviews provide insight about the screening role of requests in ongoing clientelist relationships, and regressions show that survey respondents often espouse negative perceptions of politicians who deny their requests, and refuse to vote for them. By eliciting information about politicians’ trustworthiness, requesting benefits enables citizens to mitigate an important threat to the survival of relational clientelism.
Chapter 1 introduces how and why citizens often play a crucial role in the survival of clientelism.The persistence of clientelism across the world presents an intriguing puzzle, given the wide range of challenges that ostensibly threaten its existence.The chapter summarizes the book’s argument that vulnerability often spurs citizens to undertake actions that help sustain “relational clientelism” – ongoing exchange relationships with politicians who render assistance when adversity strikes.It introduces two key mechanisms – declared support and requesting benefits – by which citizens fortify these long-term clientelist relationships. The chapter distinguishes relational clientelism from electoral clientelism and other forms of distributive politics, and examines why the phenomenon is especially prone to opportunistic defection.It provides an overview of each chapter, and discusses scope conditions and broader implications.The chapter explains why Brazil presents a fortuitous context to test the argument; corroborative evidence is also provided from Argentina and Mexico, as well as from Ghana, India, Lebanon, Yemen, and cross-national surveys in Africa and Latin America.
Most contemporary research on clientelism focuses on “electoral clientelism” – a phenomenon that exclusively delivers benefits during election campaigns. Chapter 2 demonstrates that electoral clientelism is undermined by substantial institutional and legal challenges. First, it presents a typology of distinct strategies of electoral clientelism and introduces a theoretical framework explaining how politicians employ strategies. The chapter shows why two key factors – rigorous ballot secrecy and stringent compulsory voting – pose significant challenges for vote buying, turnout buying, and abstention buying during Brazilian campaigns. Given these challenges, many politicians use campaign handouts to import outsiders into their municipalities, but this expensive tactic is also hindered by extensive voter audits. The chapter then turns to yet another major challenge facing electoral clientelism in Brazil, the enactment of a new law against campaign handouts that has ousted over a thousand politicians from office. Amidst such challenges, electoral clientelism has declined in Brazil, though some politicians still employ its risky and unreliable strategies as a secondary measure.
Chapter 5 examines declared support, a key mechanism by which citizens signal the trustworthiness of their vote promises and thereby fortify relational clientelism. Many Brazilians make public declarations in favor of candidates. While their reasons are multifaceted, evidence points to the role of vulnerability; for example, declarations significantly increase during droughts in rural Northeast Brazil. The chapter demonstrates a substantial link between declared support and relational clientelism. Evidence reveals widely shared perceptions that declarations affect whether citizens receive ongoing benefits. Beyond these perceptions, analyses suggest that Brazilians who declare support for victorious candidates are indeed more likely recipients of benefits during election and non-election years. Consistent with the logic of signaling elaborated in Chapter 3, qualitative and quantitative evidence suggests that declared support is indeed informative, as citizens overwhelmingly vote and hold perceptions in accordance with their declarations. By allaying politicians’ concerns about their trustworthiness, declared support enables many Brazilians to help sustain relational clientelism.
Chapter 8 concludes by providing a summary of the overall argument and discussing implications for democracy and development. It emphasizes that relational clientelism is an inferior substitute for an adequate welfare state, but it provides an informal risk-coping mechanism in countries with patchy coverage. The chapter explores why citizens’ actions to fortify ongoing exchange relationships may have important consequences for higher levels of political systems, given that the local politicians examined in this book often serve as brokers for state, provincial, and national politicians. It also discusses when citizens might shift away from sustaining relational clientelism, drawing on findings from a field experiment in which our team randomly distributed water cisterns to reduce vulnerability in Northeast Brazil.Moreover, it suggests directions for future research.First, it emphasizes the need to take more seriously the independent role of voters in the survival of clientelism. Second, it underscores the importance of studying how vulnerability, and not just poverty, affects contingent exchanges. And finally, it calls for refocused attention on ongoing exchange relationships.
The central objective of the present author's research is to develop a system supporting the design of a technological process (a computer-aided process planning system) that functions similarly to a human expert in the field in question. The use of neural networks makes the creation of such a system possible. The proposed method uses a system of three blocks of neural networks, and involves the creation of neural networks to be used for the selection of machines, tools, and machining parameters. These networks are built for each process operation separately; that is, a set of neural networks is created for each selection. For the construction of models, different types of neural networks (multilayer networks with error backpropagation, radial basis function, and Kohonen) with different structures were employed, and the networks that made the best selections were identified. A method was also developed for the elimination of defects occurring during the production process. When a defect comes to light, this method suggests changes to the technological process, thus improving the quality of that process. Guidelines for the elimination of defects are produced in the form of decision rules. Such a computer-aided process planning system will be especially useful for process engineers who do not yet have sufficient experience in the design of technological processes, or who have only recently joined a particular manufacturing enterprise and are not fully familiar with its machines and other means of production (tools and instrumentation). It should be emphasized that such a system performs an advisory role, and it is always the process engineer who makes the final decision. The neural network models were tested on real data from an enterprise. A computer-aided process planning system based on rules and neural network models enables the intelligent design of technological processes.