Biometric technologies are becoming more pervasive in the workplace, augmenting managerial processes such as hiring, monitoring and terminating employees. Until recently, these devices consisted mainly of GPS tools that track location, software that scrutinizes browser activity and keyboard strokes, and heat/motion sensors that monitor workstation presence. Today, however, a new generation of biometric devices has emerged that can sense, read, monitor and evaluate the affective state of a worker. More popularly known by its commercial moniker, Emotional AI, the technology stems (...) from advancements in affective computing. But whereas previous generations of biometric monitoring targeted the exterior physical body of the worker, concurrent with the writings of Foucault and Hardt, we argue that emotion-recognition tools signal a far more invasive disciplinary gaze that exposes and makes vulnerable the inner regions of the worker-self. Our paper explores attitudes towards empathic surveillance by analyzing a survey of 1015 responses of future job-seekers from 48 countries with Bayesian statistics. Our findings reveal affect tools, left unregulated in the workplace, may lead to heightened stress and anxiety among disadvantaged ethnicities, gender and income class. We also discuss a stark cross-cultural discrepancy whereby East Asians, compared to Western subjects, are more likely to profess a trusting attitude toward EAI-enabled automated management. While this emerging technology is driven by neoliberal incentives to optimize the worksite and increase productivity, ultimately, empathic surveillance may create more problems in terms of algorithmic bias, opaque decisionism, and the erosion of employment relations. Thus, this paper nuances and extends emerging literature on emotion-sensing technologies in the workplace, particularly through its highly original cross-cultural study. (shrink)

Jun Otsuka, in his recent work Thinking About Statistics (2023), undertakes a philosophical investigation of fundamental statistical methodologies, with a particular emphasis on causal inference. In his ontological analysis of causal inference, Otsuka posits that causal analysis, within a given causal model, requires the modification of the underlying probabilistic distribution. This modification, he argues, effectively constitutes a transition between possible worlds. Consequently, Otsuka identifies the objective of causal inference as the discovery of inter-world laws that govern the relationships between these (...) distinct probabilistic models (Otsuka 2023, p.168). Granting Otsuka’s ontological commitments regarding causal and probabilistic models, his interpretation of certain causal analyses as inherently inter-worldly is indeed compelling. This perspective merits particular attention given the prevailing tendency to view such analyses to mere rules for estimating causal effects. While this review does not directly challenge Otsuka’s position, it aims to further explore and contribute to this stimulating concept. (shrink)

Numerous papers have investigated the transitivity principle of ‘better-than.’ A recent argument appeals to the principle of mereological dominance for transitivity. However, writers have not treated mereological dominance in much detail. This paper sets out to evaluate the generality of mereological dominance and its effectiveness in supporting the transitivity principle. I found that the mereological dominance principle is vulnerable to a counterexample based on Simpson’s Paradox. The thesis concludes that the mereological dominance principle should be revised in certain ways.

This paper focuses on the potential of “equitech”—AI technology that improves equity. Recently, interventions have been developed to reduce the harm of implicit bias, the automatic form of stereotype or prejudice that contributes to injustice. However, these interventions—some of which are assisted by AI-related technology—have significant limitations, including unintended negative consequences and general inefficacy. To overcome these limitations, we propose a two-dimensional framework to assess current AI-assisted interventions and explore promising new ones. We begin by using the case of human (...) resource recruitment as a focal point to show that existing approaches have exploited only a subset of the available solution space. We then demonstrate how our framework facilitates the discovery of new approaches. The first dimension of this framework helps us systematically consider the analytic information, intervention implementation, and modes of human-machine interaction made available by advancements in AI-related technology. The second dimension enables the identification and incorporation of insights from recent research on implicit bias intervention. We argue that a design strategy that combines complementary interventions can further enhance the effectiveness of interventions by targeting the various interacting cognitive systems that underlie implicit bias. We end with a discussion of how our cognitive interventions framework can have positive downstream effects for structural problems. (shrink)

The interventionist theory of causation has been advertised as an empirically informed and more nuanced approach to causality than the competing theories. However, previous literature has not yet analyzed the regression discontinuity (hereafter, RD) and the difference-in-differences (hereafter, DD) within an interventionist framework. In this paper, I point out several drawbacks of using the interventionist methodology for justifying the DD and RD designs. However, I argue that the first step towards enhancing our understanding of the DD and RD designs from (...) an interventionist perspective is to take advantage of the assumptions of common trend and continuity. (shrink)

We say φ is an ∀∃ sentence if and only if φ is logically equivalent to a sentence of the form ∀ x∃ y ψ(x,y), where ψ(x,y) is a quantifier-free formula containing no variables except x and y. In this paper we show that there are algorithms to decide whether or not a given ∀∃ sentence is true in (1) an algebraic number field K, (2) a purely transcendental extension of an algebraic number field K, (3) every field with characteristic (...) 0, (4) every algebraic number field, (5) every cyclic (abelian, radical) extension field over Q, and (6) every field. (shrink)

Judging an act’s causal efficacy plays a crucial role in causal decision theory. A recent development appeals to the causal modeling framework with an emphasis on the analysis of intervention based on the causal Bayes net for clarifying what causally depends on our acts. However, few writers have focused on exploring the usefulness of extending structural causal models to decision problems that are not ideal for intervention analysis. The thesis concludes that structural models provide a more general framework for rational (...) decision makers. (shrink)

カギとなるのは「世間」という存在。西洋史学の第一人者が、日本社会の基底にある根本的な問題を、現代人のために、わかりやすく解き明かす。.

Modelling data in applied areas particularly in reliability engineering is a prominent research topic. Statistical models play a vital role in modelling reliability data and are useful for further decision-making policies. In this paper, we study a new class of distributions with one additional shape parameter, called a new generalized exponential-X family. Some of its properties are taken into account. The maximum likelihood approach is adopted to obtain the estimates of the model parameters. For assessing the performance of these estimators, (...) a comprehensive Monte Carlo simulation study is carried out. The usefulness of the proposed family is demonstrated by means of a real-life application representing the failure times of electronic components. The fitted results show that the new generalized exponential-X family provides a close fit to data. Finally, considering the failure times data, the Bayesian analysis and performance of Gibbs sampling are discussed. The diagnostics measures such as the Raftery–Lewis, Geweke, and Gelman–Rubin are applied to check the convergence of the algorithm. (shrink)

We study the class of all strongly constructivizable models having \(\omega \) -stable theories in a fixed finite rich signature. It is proved that the Tarski–Lindenbaum algebra of this class considered together with a Gödel numbering of the sentences is a Boolean \(\Sigma ^1_1\) -algebra whose computable ultrafilters form a dense subset in the set of all ultrafilters; moreover, this algebra is universal with respect to the class of all Boolean \(\Sigma ^1_1\) -algebras. This gives a characterization to the Tarski-Lindenbaum (...) algebra of the class of all strongly constructivizable models with \(\omega \) -stable theories. (shrink)

For much of the twentieth century, the discipline of literary studies has grappled with the question of how its generally sotto voce activity responds to a history that calls loudly for action. This essay treats the question of literature's quietism in relation to the problem of literature's modernity and temporality. The turn away from the noise of the world at the beginning of the century has been criticized as the motivation for and the effect of modernism's obsession with time. But (...) the modernist “time cult” did not simply withdraw into the space of the internal and eternal. By examining T. S. Eliot's complaint against time in “The Love Song of J. Alfred Prufrock” and engaging theoretical critiques of the desire to be modern, this essay argues that modernism explored alternatives to the static, quieted present, and that contemporary American time-travel narratives continue this exploration. Rather than see postmodernism as the inheritor of modernism's silent and disengaged moments, the essay concludes that both seek to examine the disquieting multiplicity of times and the denser, more complicated versions of the present that they engender. (shrink)

The problem of Confucius has been the subject of a most heated debate in philosophy circles for several years. Prior to 1962, the major points of debate were: whether the philosophical thought of Confucius is idealistic or materialistic; whether the political thought of Confucius represents [the interests of] the ruined slaveholders or the newly emerged landlord class; and whether the thoughts of Confucius are reactionary or progressive. However, since the spring of 1962 a new trend began to appear. Articles glorifying (...) Confucius began to appear in the press throughout the country. They dealt with Confucian ideas on a profusion of subjects, such as arts, music, military affairs, psychology, and so forth. Some of these articles presented an abstract analysis of Confucian thoughts as transcending all classes and times and made them eternal and "evergreen"; some went as far as to put Marxist ideology under the name of Confucius. Others maintained that we should treasure Confucian thoughts and that any criticism would ruin the legacy. Still others asserted that the policy of treasuring legacy of the Confucian thoughts should be "arrangement, consolidation, and elevation.". (shrink)

The seventeenth-century Puritan theologian Jonathan Edwards has become popular again in contemporary theological discussion. Central to Edwards' theology is his concept of beauty. Delattre wrote the standard work on this topic half a century ago. However, Delattre approaches Edwards mainly as a philosopher, and he does not address how Edwards employs the concept of beauty to explain and defend traditional Reformed doctrines. Recent writings by McClymond, Holmes, and others have shown that defending the Reformed tradition is a fundamental concern of (...) Edwards. This work reveals how Edwards, starting with the common notion that beauty means the appropriate proportional relationship, develops a theological aesthetic that contributes to a rational understanding of major doctrines such as the Trinity, Christology, and eschatology. It shows that Edwards is both an innovative speculative theologian and a staunch defender of Reformed orthodoxy. (shrink)

By melodic landscape, this paper points to natural milieus such as mountains whose motifs are caught up in contrapuntal relations. With Merleau-Ponty, the structure of the world is a symphony, and the production of life which implicates both organism and environment as unfurling of Umwelt is ‘a melody that sings itself’. For the Chinese culture, mountains have been deemed virtuous in Confucianism, immortal by Daoists, and spiritual for a Buddhist to reach a substrate level of pure stream of a-subjective consciousness. (...) A Chinese painter-poet within the ‘mountain-water’ genre would consider mountains as performance of events, a concert of vibration of light, shape and sound, movement and rest. Insofar as art is to create energy transfer, Chinese artists of mountains aim at concerting with nature as organised by rhythms and conspecifics, unfolding contrapuntal melodies with all kinds of counterpoints. As Deleuze and Guattari's notion of refrains are the three forces or tempos of chaos, earth and world confronting/converging one another, this paper endeavours to find out, first, how Deleuze and Guattari's geological, organic and alloplastic stratifications can be put alongside mountains, animals, plants and arts, and second, how this notion can contribute to our new appreciation of the way Chinese mountains in arts can give out music. (shrink)

We give necessary conditions for a set to be definable by a formula with a universal quantifier and an existential quantifier over algebraic integer rings or algebraic number fields. From these necessary conditions we obtain some undefinability results. For example, N is not definable by such a formula over Z. This extends a previous result of R. M. Robinson.