In this paper, we outline a new method for evaluating the human impact of machine-learning applications. In partnership with Underwriters Laboratories Inc., we have developed a framework to evaluate the impacts of a particular use of machine learning that is based on the goals and values of the domain in which that application is deployed. By examining the use of artificial intelligence in particular domains, such as journalism, criminal justice, or law, we can develop more nuanced and practically relevant understandings (...) of key ethical guidelines for artificial intelligence. By decoupling the extraction of the facts of the matter from the evaluation of the impact of the resulting systems, we create a framework for the process of assessing impact that has two distinctly different phases. (shrink)

Reclamation strategies -- Conceptual exclusion -- Reclamation from absence -- Insults and their possibilities -- From exclusion to reclamation -- Injuries and usurpations.

This book examines sustainability learning with children, art and water in the new material, posthuman turn. A query into how we might sustain (our) childhood natures, the spaces between bodies and places are examined ontologically in daily conversations. Regarding philosophy, art, water and her children, the author asks, how can I sustain waterways if I am not sustaining myself? Theoretically disruptive and playful, the book introduces a new philosophy that combines existing philosophies of the new material and posthuman kind. The (...) ecological sciences, and the arts, are drawn together / apart to help recognize sustainability in its emergent, relational form. All the while this book, as art, engages and flows over the reader - as such, reading it becomes a transformative, meditative experience. Daily rhythms of 'being-with' art, water and children take the reader beyond orientations of environmental education that focus on notions of lack and reduction. New possibilities for sustaining childhood natures - for what is becoming, and unbecoming - emerge here in the making processes of an academic, everyday life in early motherhood. (shrink)

In this reflection, I respond to Anthony Reddie's reflections and assertions about the sacramentality of black flesh in a world shaped by white supremacy. I locate myself as Korean American and refer to my experience of ministering to university students during the rise of Black Lives Matter in the US. Instead of offering cognate claims for the sacramentality of Asian flesh, I ask what theological repentance should look like in light of the historical profaning of the black body. Using the (...) work of two black American artists, jazz musician Robert Glasper and painter Titus Kaphar, I offer beginning reflections on how our liturgies and practices need to change as part of theological repentance—including lament. (shrink)

Ethics in participatory research -- Partnership, collaboration and power -- Blurring the boundaries between researcher and researched, academic and activist -- Community rights, conflict and democratic representation -- Co-ownership, dissemination and impact -- Anonymity, privacy, and confidentiality -- Institutional ethical review processes -- Social action for social change.

Seeing Animals after Derrida marks a shift in studies of visuality in animal philosophy. Presenting an emergent set of questions for animal studies scholars, this volume intervenes in recent debates of the nonhuman turn that have been incited in the wake of a post-deconstructionist era.

An introduction to the paragone -- The archetype of beauty : Narcissus and the birth of the beau idéal -- Pygmalion and Galatea : the battle between iconophobes and iconodules -- Salomé versus Medusa.

"The mind once enlightened cannot again become dark." As an English corset-maker's son, Thomas Paine was expected to spend his life sewing women's underwear. But as a teenager, Thomas dared to change his destiny, enduring years of struggle until a meeting with Benjamin Franklin brought Thomas to America in 1774-and into the American Revolution. Within fourteen months, Thomas would unleash the persuasive power of the written word in Common Sense-a brash wake-up call that rallied the American people to declare independence (...) against the mightiest empire in the world. This fascinating and extensively researched biography, based on numerous primary sources, will immerse readers in Thomas Paine's inspiring journey of courage, failure, and resilience that led a penniless immigrant to change the world with his words. (shrink)

How do we know that our own actions belong to us? How are we able to distinguish self-generated sensory events from those that arise externally? In this paper, I will briefly discuss experiments that were designed to investigate these questions. In particularly, I will review psychophysical and neuroimaging studies that have investigated how we recognise the consequences of our own actions, and why patients with delusions of control confuse self-produced and externally produced actions and sensations. Studies investigating the failure of (...) this 'self-monitoring' mechanism in patients with delusions of control will be discussed in the context of the hypothesis that overactivity in the parietal cortex and the cerebellum contribute to the misattribution of an action to an external source (). (shrink)

We consider VC-minimal theories admitting unpackable generating families, and show that in such theories, forking of formulae over a model M is equivalent to containment in global types definable over M, generalizing a result of Dolich on o-minimal theories in [4].

School gardens and garden-based learning continue to gain great popularity in the United States, and their pedagogical potential, and ability to impact students’ fruit and vegetable consumption and activity levels have been well-documented. Less examined is their potential to be agents of food system reskilling and transformation. Though producer and consumer are inextricably linked in the food system, and deskilling of one directly influences the other, theorists often focus on production-centered and consumption-centered deskilling separately. However, in a school garden, the (...) production/consumption disconnect is erased, by virtue of the design of the site itself and how it is utilized by the actors within it. School gardens provide the critical component of education in alternative food networks, and contribute to the producer/consumer reskilling that is a necessary part of food system transformation. We conducted a case study of an established school garden program during its transition from autonomous non-profit to official, district-funded program of a rural school district in the Midwest. By participating in the full “seed to plate” life cycle of a garden crop, students in the garden were actively involved in the reconnection of producer and consumer, while educators were fostering in students an appreciation for fresh, healthy foods and actively challenging the “McDonaldization” of both students’ diets and education. Based upon these findings, we argue that school gardens in rural areas could leverage the dominant role of rural America in developing and shifting food system paradigms. (shrink)

The right to health care is a right to care that is not too costly to the provider, considering the benefits it conveys, and is effective in bringing about the level of health needed for a good human life, not necessarily the best health possible. These considerations suggest that, where possible, society has an obligation to provide preventive health care, which is both low cost and effective, and that health care regulations should promote citizens’ engagement in reasonable preventive health care (...) practices. (shrink)

In three studies, we explored the retention and transfer of tool-making knowledge, learnt from an adult demonstration, to other temporal and task contexts. All studies used a variation of a task in which children had to make a hook tool to retrieve a bucket from a tall transparent tube. Children who failed to innovate the hook tool independently saw a demonstration. In Study 1, we tested children aged 4 to 6 years (N = 53) who had seen the original demonstration (...) 3 months earlier. Performance was excellent at the second time, indicating that children’s knowledge was retained over the 3 month period. In Studies 2 and 3 we explored transfer of the new knowledge to other tasks. In Study 2, children were given two variants of the apparatus that differed in surface characteristics (e.g. shape and colour). Participants generalised their knowledge to these new apparatuses even though the new pipecleaner also differed in size and colour. Five- to 6-year-olds (n = 22) almost always transferred their knowledge to problems where the same tool had to be made. Younger, 3- to 5-year-olds’ (n = 46), performance was more variable. In Study 3, 4- to 7-year-olds (N = 146) saw a demonstration of hook making with a pipecleaner, but then had to make a tool by combining pieces of wooden dowel (or vice versa: original training on dowel, transfer to pipecleaner). Children did not transfer their tool-making knowledge to the new material. Children retained tool-making knowledge over time and transferred their knowledge to new situations in which they needed to make a similar tool from similar materials, but not different materials. We concluded that children’s ability to use tool-making knowledge in novel situations is likely to depend on memory and analogical reasoning, with the latter continuing to develop during middle childhood. (shrink)

The study explores the use of Graphic Novels as an innovative form of training that may improve an individual’s ethical efficacy. A quantitative comparison of the graphic novel method and the traditional written case study is analyzed. The literature on ethics, graphic novels, and training are brought together from theories of narrative and literature perspective to formulate a study. The study uses a 2 × 2 repeated-measure MANOVA to analyze the participant’s reaction to bribery situations based on varying levels of (...) ‘grayness.’ The overall study finds that ethical efficacy increases with the use of the graphic novel method. The greatest improvements are in the individual’s level of self-efficacy and understanding of principle-based ethical issues. In addition, the participant’s level of industry experience may play a factor in applying the graphic novel technique. Finally, guidelines on how to effectively utilize the graphic novel method are stated. Improving ethical efficacy through business ethics training may help improve an individual’s self-efficacy, involvement and principle-based understanding. The study explores the use of Graphic Novels as an innovative form of training that may improve an individual’s ethical efficacy. A quantitative comparison of the graphic novel method and the traditional written case study are analyzed. Literature on ethics, graphic novels, and training are brought together with theories of narrative and literature perspective to formulate a study. The study uses a 2 × 2 repeated-measure MANOVA to analyze the participant’s reaction to bribery ethical situations based on varying levels of ‘grayness.’ The overall study finds that ethical efficacy increases with the use of the graphic novel method. The greatest improvements are in the individual’s level of self-efficacy and understanding of principle-based ethical issues. In addition, the participant’s level of industry experience may play a factor in applying the graphic novel technique. Finally, guidelines on how to effectively utilize the graphic novel method is set forth. (shrink)

Catherine Elgin has recently offered compatibility with autonomy as a plausible criterion for the epistemic virtues. This approach mixes elements of Kantianism with virtue theory. Sasha Mudd has criticized this combination on the grounds that it weakens the structure of Kantian autonomy and undermines its resources for responding to cultural relativism. Elgin’s more recent defense of the role of autonomy has taken a more Kantian turn. Here, I defend Elgin’s original claim, grounding it in a distinctively virtue theoretic account of (...) the development of virtues. Exploring how individuals develop their epistemic virtues within a social context, I show how these virtues can be grounded in both developmental and constitutive relational autonomy. I further argue that a virtue theoretic conception of autonomy should be substantive, not just procedural, and this limits concerns about relativism. (shrink)

Is the human mind uniquely nonphysical or even spiritual, such that divine intentions can meet physical realities? As scholars in science and religion have spent decades attempting to identify a 'causal joint' between God and the natural world, human consciousness has been often privileged as just such a locus of divine-human interaction. However, this intuitively dualistic move is both out of step with contemporary science and theologically insufficient. By discarding the God-nature model implied by contemporary noninterventionist divine action theories, one (...) is freed up to explore theological and metaphysical alternatives for understanding divine action in the mind. Sarah Lane Ritchie suggests that a theologically robust theistic naturalism offers a more compelling vision of divine action in the mind. By affirming that to be fully natural is to be involved with God's active presence, one may affirm divine action not only in the human mind, but throughout the natural world. (shrink)

Unfortunately, cases like Mr. Turner’s are common, and likely to become more so in the near future, as the number of people aged 65 and older is expected to increase to about 74 million by 2030, an...

I expect you have managed to break some of your unloved habits, and to cultivate others that you embrace. Given the well-known difficulties involved in breaking and making habits, our own successfu...

In fisheries biology of the late 19th century, the challenges posed to taxonomy by Darwinian theory intersected with attempts to increase the productivity of marine populations. Addressing both discourses, the influential German zoologist Friedrich Heincke developed a set of methods to determine exactly the differences between varieties or races of herring. In taxonomy, his methods contributed to the development of a biological species concept; in fisheries biology, they allowed tracing the herrings' migrations, which ultimately aided in divising schemes for sustainable (...) fisheries. Heincke's use of mathematical statistics, some of them borrowed from anthropometry, served to distinguish his ‚exact’ approach from that of typological taxonomists. Beyond its use as a rhetorical ploy, exactness gained meaning in the epistemic regime of exact reproduction of measurements, which entailed the replication of measurement techniques for the purpose of comparison e.g. of herrings caught at different locations. This exactness was enabled by the formalisation of the process of taxonomic identification. (shrink)