Broadening access to both computational and educational resources is crit- ical to diffusing machine learning (ML) innovation. However, today, most ML resources and experts are siloed in a few countries and organizations. In this article, we describe our pedagogical approach to increasing access to applied ML through a massive open online course (MOOC) on Tiny Machine Learning (TinyML). We suggest that TinyML, applied ML on resource-constrained embedded devices, is an attractive means to widen access because TinyML leverages low-cost and globally (...) accessible hardware and encourages the development of complete, self-contained applications, from data collection to deployment. To this end, a collaboration between academia and industry produced a four part MOOC that provides application-oriented instruction on how to develop solutions using TinyML. The series is openly available on the edX MOOC platform, has no prerequisites beyond basic programming, and is designed for global learners from a variety of backgrounds. It introduces real-world applications, ML algorithms, data-set engineering, and the ethi- cal considerations of these technologies through hands-on programming and deployment of TinyML applications in both the cloud and on their own microcontrollers. To facili- tate continued learning, community building, and collaboration beyond the courses, we launched a standalone website, a forum, a chat, and an optional course-project com- petition. We also open-sourced the course materials, hoping they will inspire the next generation of ML practitioners and educators and further broaden access to cutting-edge ML technologies. (shrink)

Port of Culture is a showcase of the images from a three year photographic project undertaken by photographer Pete Carr to capture the city of Liverpool in a different light. Award-winning photographer Carr is a specialist in HDR a technique that enables photographers to record a greater range of tonal detail than any camera could capture in a single photo, producing a 'painting-like' quality to the image. The end result is an incredible dynamic range of images capturing the many (...) moods of the city - from scenes of protests at the arrival of Condoleezza Rice, to local architecture old and new. Visually stunning, Port of Culture reveals the astonishing creativity of this young photographer while providing a wholly refreshing and entrancing take on a city evolving in front of our eyes. (shrink)

This book is not another lecture about the greed, self-centeredness, and self-aggrandizement of managers who perpetrated and profited from the failures of their ...

ABSTRACT:We develop the concept of stakeholder salience to account for stakeholders who should matter to the firm, even when managers do not perceive them as important. While managers are responsible for attributing salience to stakeholders, they can overlook or ignore stakeholder importance because of market frictions that affect managerial perceptions or induce opportunism. When this happens, corporate financial and social performance can suffer. Thus, we propose that the perceptions of organizational and societal stakeholders should also codetermine the salience of the (...) focal stakeholder to the firm. We also propose that stakeholder dialogue can reduce the impacts that market frictions can have on managerial perceptions of stakeholder interests that should matter to the firm. Finally, we discuss how the refined conceptualization of stakeholder salience might have better predictive validity, be more normative, and make instrumental and normative stakeholder theory more convergent. (shrink)

Humanitarian organisations often work alongside those responsible for serious wrongdoing. In these circumstances, accusations of moral complicity are sometimes levelled at decision makers. These accusations can carry a strong if unfocused moral charge and are frequently the source of significant moral unease. In this paper, we explore the meaning and usefulness of complicity and its relation to moral accountability. We also examine the impact of concerns about complicity on the motivation of humanitarian staff and the risk that complicity may lead (...) to a retreat into moral narcissism. Moral narcissism is the possibility that where humanitarian actors inadvertently become implicated in wrongdoing, they may focus more on their image as self-consciously good actors than on the interests of potential beneficiaries. Moral narcissism can be triggered where accusations of complicity are made and can slew decision making. We look at three interventions by Médecins Sans Frontières that gave rise to questions of complicity. We question its decision-guiding usefulness. Drawing on recent thought, we suggest that complicity can helpfully draw attention to the presence of moral conflict and to the way International Non-Governmental Organisations can be drawn into unintentional wrongdoing. We acknowledge the moral challenge that complicity presents to humanitarian staff but argue that complicity does not help INGOs make tough decisions in morally compromising situations as to whether they should continue with an intervention or pull out. (shrink)

Many so-called problems in contemporary philosophy of mind depend for their expression on a collection of inter-defined technical terms, a few of which are qualia, phenomenal property, and what-it’s-like-ness. I express my scepticism about Keith Frankish’s illusionism, the view that people are generally subject to a systematic illusion that any properties are phenomenal, and scout the relative merits of two alternatives to Frankish’s illusionism. The first is phenomenal meta-illusionism, the view that illusionists such as Frankish, in holding their view, are (...) themselves thereby under an illusion. The second is qualia quietism, the view that nothing worth saying is said by employing any of the aforementioned inter-defined technical terms. (shrink)

Numerous scholars have observed that the relationship between poverty and violent conflict is endogenous. As a result, the area of Peace Through Commerce argues as one of its central tenets that the institution of business may be able to contribute to sustainable peace by creating economic development where poverty is a critical issue. While this argument may be valid, it leaves the question open — what is the business case for engaging in poverty alleviation business strategies? Strategic Management scholars are (...) addressing this question, arguing the general proposition that poverty is not only experienced by the people, but also impacts businesses operating in environments where the phenomenon is pervasive. By addressing poverty, businesses can help themselves. Yet, organizational theory justifying this proposition is still emerging, consisting of only a few studies that generally suggest that these strategies can help firms develop competitive advantage through the lens of the resource-based view. This article extends the theoretical application of the resource-based view, suggesting that conditions of poverty directly suppress the value of organizational resources and capabilities that are or could be contributed by people affected by it. In addition, it characterizes poverty alleviation strategic capabilities as dynamic capabilities. Finally, it describes a framework of "base of the pyramid dynamic capabilities" that could guide both future discourse in the area and deductive-disconfirmatory research examining the efficacy of these strategies. (shrink)

Abstract In this paper I embrace what Brian Keeley calls in “Of Conspiracy Theories” the absurdist horn of the dilemma for philosophers who criticize such theories. I thus defend the view that there is indeed something deeply epistemically wrong with conspiracy theorizing. My complaint is that conspiracy theories apply intentional explanations to situations that give rise to special problems concerning the elimination of competing intentional explanations.

It seems that an intuitive characterization of our emotional engagement with fiction contains a paradox, which has been labelled the ‘Paradox of Fiction’. Using insights into the nature of mental content gained from the disjunctive theory of perception I propose a novel solution to the Paradox, explained and motivated by reference to Kendall Walton’s influential account of fictionality. Using this insight I suggest that we can take the phenomenology of fictional engagement seriously in a way not allowed by Walton.

s Gibson (1982) correctly points out, despite Quine’s brief flirtation with a “mitigated phenomenalism” (Gibson’s phrase) in the late 1940’s and early 1950’s, Quine’s ontology of 1953 (“On Mental Entities”) and beyond left no room for non-physical sensory objects or qualities. Anyone familiar with the contemporary neo-dualist qualia-freak-fest might wonder why Quinean lessons were insufficiently transmitted to the current generation.

I develop an argument that believing in the survivability of a mind uploading procedure conveys value to its believers that is assessable independently of assessing the truth of the belief. Regardless of whether the first-order metaphysical belief is true, believing it conveys a kind of Darwinian fitness to the believer. Of course, a further question remains of whether having that Darwinian property can be a basis—in a rational sense of being a basis—for one’s holding the belief. I’ll also make some (...) remarks in the present article toward answering that latter question. (shrink)

This article addresses the perennial picture of the human as rational animal, the nexus of trends undermining the cultural legacy of classical humanism, and the so-called posthumanisms that embrace its dissolution. Against critical posthumanism, which aims to break with humanism entirely, and in contrast to transhumanism, which uncritically inherits certain features of humanism, I outline an alternative – rationalist inhumanism – which critically extracts the inhuman core of humanism by unbinding rationality from animality. I begin by re-examining the history of (...) humanism leading up to the posthuman nexus, in order to highlight the features that can be repurposed by inhumanism. I then weave these features into an outline of a genealogy of reason, encompassing its genesis in, co-evolution with, and eventual liberation from the animal that is Homo sapiens. (shrink)

This is Philosophy. In keeping with the mission of the series, This is Philosophy: Philosophy of Mind will be both accessible to the average student and technology oriented, integrating with supplemental online material. Also, while the proposed book will cover all of the topics one would expect in a traditional philosophy of mind course, it will be up to date and cover recent advances that are sadly missing from many competitor volumes. My proposed volume will not be limited to what (...) has become a very oldfashioned approach to teaching philosophy of mind, which is to focus solely on the mindbody problem via Cartesian substance dualism and the twentieth-century reactions to it (behaviorism, identity theory, functionalism, and eliminativism). In recent decades philosophers of mind have made exciting progress toward, for example, explanations of consciousness, and explications of the nature of perception and emotion. It is increasingly clear that the progress made is now part of canonical philosophy of mind. (shrink)

The goal of the present paper is to defend against a certain line of attack the view that conscious experience of color is no more fine-grained that the repertoire of non- demonstrative concepts that a perceiver is able to bring to bear in perception. The line of attack in question is an alleged empirical argument - the Diachronic Indistinguishability Argument - based on pairs of colors so similar that they can be discriminated when simultaneously presented but not when presented across (...) a memory delay. My aim here is to show that this argument fails. (shrink)

Deviant phenomenal knowledge is knowing what it’s like to have experiences of, e.g., red without actually having had experiences of red. Such a knower is a deviant. Some physicalists have argued and some anti-physicalists have denied that the possibility of deviants undermines anti-physicalism and the Knowledge Argument. The current paper presents new arguments defending the deviant-based attacks on anti-physicalism. Central to my arguments are considerations concerning the psychosemantic underpinnings of deviant phenomenal knowledge. I argue that physicalists are in a superior (...) position to account for the conditions in virtue of which states of deviants constitute representations of phenomenal facts. (shrink)

I argue against a class of philosophical views of color perception, especially insofar as such views posit the existence of color sensations. I argue against the need to posit such nonconceptual mental intermediaries between the stimulus and the eventual conceptualized perceptual judgment. Central to my arguments are considerations of certain color illusions. Such illusions are best explained by reference to high-level, conceptualized knowledge concerning, for example, object identity, likely lighting conditions, and material composition of the distal stimulus. Such explanations obviate (...) the need to appeal to nonconceputal mental links in the causal chains eventuating in conceptualized color discriminations. (shrink)

Realism about consciousness conjoins a claim that consciousness exists with a claim that the existence is independent in some interesting sense. Consciousness realism so conceived may thus be opposed by a variety of anti-realisms, distinguished from each other by denying the first, the second, or both of the realist’s defining claims. I argue that Dennett’s view of consciousness is best read as an anti-realism that affirms the existence of consciousness while denying an important independence claim.

Human engagement with nonhuman animals in motion pictures is a complex process that anthropomorphism and identification misconstrue. A superior model comes from cognitive theories of how spectators engage characters, particularly Smith , who suggests modifications to account for the nuances of spectator engagement with nonhuman animal characters. The central components of this amended model include the person schema, the three types of cues that films use to activate the person schema, and what Smith calls the "Structure of Sympathy." Such a (...) model enables us to understand better the role that moving image representations of nonhuman animals play in human-animal relationships. (shrink)

This article takes as its starting point a recurring complaint in the popular reception of horror movies: that the characters in them behave foolishly. I argue that such complaints fail to recognize that the horror genre exploits a fundamental tension in fiction, between the perspective on a fictional world offered to its audience and that available to its characters. This distinction is highlighted in horror, which often depicts characters with everyday expectations facing extraordinary threats. Horror characters are frequently taken by (...) surprise, and even the better prepared can be thwarted by the malevolence of the generic world. The extent of characters’ misfortunes can resemble deliberate persecution, self-consciously flaunting authorial manipulation. I draw on Todorov’s notion of “pan-determinism” and suggest that a more sinister variant operates in horror. Occasionally, a character’s experiences can help equip them to survive; I argue that this can be inflected politically in films where the malevolent horror world is placed alongside forms of real-life persecution and abuse. Critical attention to the world of horror, and how it is understood from both the outside and within, can clarify the connections between different theoretical understandings of the genre and bring out important but overlooked generic conventions. (shrink)

2. Daugman, J. G. Brain metaphor and brain theory 3. Mundale, J. Neuroanatomical Foundations of Cognition: Connecting the Neuronal Level with the Study of Higher Brain Areas.

This article examines the concept of a ‘terror of history’ in the work of historian of religion Mircea Eliade, particularly in his 1948 book The Myth of the Eternal Return: Cosmos and History. The article turns to Eliade’s journals to trace the genesis of this concept, showing that this book which became a foundational text in the history of religions was originally conceived as a work on the philosophy of history. Tracing the incoherences and contradictions of this ‘terror’ in the (...) context of his wartime diary entries, the continuity of Eliade’s thought from his time as an outspoken supporter of the Romanian Iron Guard in the 1930s to his publication of Cosmos and History in 1948 becomes clear. Eliade’s ‘terror,’ it is shown, is conditioned by his despair at the retreat and collapse of the European fascist powers, but is more fundamentally an expression of horror toward the dissolution and loss of identity that he associates with historicity and, indeed, with difference itself. As this article shows, Eliade’s solution was not an ‘eternal return’ but rather an eternal escape from history, a religious oblivion that would collapse all events into ‘archetypes’ and blot out the horror of history and difference. (shrink)

I have laid out what seem to me to be the most promising arguments on opposing sides of the question of whether what humans regard as the first-person accessible aspects of pain could also be implemented in robots. I have emphasized the ways in which the thought experiments in the respective arguments attempt to marshal hypothetical first- person accessible evidence concerning how one’s own mental life appears to oneself. In the Chinese room argument, a crucial premise involves the thesis that (...) from a lack of it seeming that one is in pain, one can conclude that one is not in pain. There’s a counterpart thesis playing a crucial role in the prosthetic neurons argument, one asserting an entailment from its seeming that one is in pain to one’s being in pain. I further suggested that by adopting a HOT theory of consciousness, of the sort reviewed in Pereplyotchik’s chapter in the present volume, one is thereby in a better position to endorse the prosthetic neurons argument over the Chinese room argument than to make the opposite appraisal. (shrink)

In this highly accessible new introductory textbook, Pete Woodcock examines the fundamental questions of political theory. He takes students step-by-step through the most important answers given by history's most famous thinkers to the most essential questions in politics, on topics ranging from liberty and justice to gender and revolution.

This article discusses the phase of education that precedes the undergraduate phase, drawing on Aristotle to outline a solution to the 'spoon-feeding-and-teaching-to-the-test' culture. It also says something about how philosophy, when included in this earlier phase of education, can address these problems.

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In this paper, we discuss the thesis of selective representing — the idea that the contents of the mental representations had by organisms are highly constrained by the biological niches within which the organisms evolved. While such a thesis has been defended by several authors elsewhere, our primary concern here is to take up the issue of the compatibility of selective representing and realism. In this paper we hope to show three things. First, that the notion of selective representing is (...) fully consistent with the realist idea of a mind-independent world. Second, that not only are these two consistent, but that the latter provides the most powerful perspective from which to motivate and understand the differing perceptual and cog- nitive profiles themselves. And third, that the sense in which organism and environment may together constitute an integrated system of scientific interest poses no additional threat to the realist conception. (shrink)

Control consciousness is the awareness or experience of seeming to be in control of one’s actions. One view, which I will be arguing against in the present paper, is that control consciousness is a form of sensory consciousness. In such a view, control consciousness is exhausted by sensory elements such as tactile and proprioceptive information. An opposing view, which I will be arguing for, is that sensory elements cannot be the whole story and must be supplemented by direct contributions of (...) nonsensory, motor elements. More specifically, I will be arguing for the view that the neural basis of control consciousness is constituted by states of recurrent activation in relatively intermediate levels of the motor hierarchy. (shrink)

Often, sensory input underdetermines perception. One such example is the perception of illusory contours. In illusory contour perception, the content of the percept includes the presence of a contour that is absent from the informational content of the sensation. (By “sensation” I mean merely information-bearing events at the transducer level. I intend no further commitment such as the identification of sensations with qualia.) I call instances of perception underdetermined by sensation “underdetermined perception.” The perception of illusory contours is just one (...) kind of underdetermined perception. The focus of this chapter is another kind of underdetermined perception: what I shall call "active perception". Active perception occurs in cases in which the percept, while underdetermined by sensation, is determined by a combination of sensation and action. The phenomenon of active perception has been used by several to argue against the positing of representations in explanations of sensory experience, either by arguing that no representations need be posited or that far fewer than previously thought need be posited. Such views include, but are not limited to those of Gibson (1966, 1986), Churchland. (shrink)

The philosophical technical term "supervenience" is frequently used in the philosophy of mind as a concise way of characterizing the core idea of physicalism in a manner that is neutral with respect to debates between reductive physicalists and nonreductive physicalists. I argue against this alleged neutrality and side with reductive physicalists. I am especially interested here in debates between psychoneural reductionists and nonreductive functionalist physicalists. Central to my arguments will be considerations concerning how best to articulate the spirit of the (...) idea of supervenience. I argue for a version of supervenience, "fine-grained supervenience," which is the claim that if, at a given time, a single entity instantiates two distinct mental properties, it must do so in virtue of instantiating two distinct physical properties. I argue further that despite initial appearances to the contrary, such a construal of supervenience can be embraced only by reductive physicalists. (shrink)

Chinese negotiators are known to have a negotiation emphasis that differs from their Western counterparts, especially in issues of face and conflict. These values, however, are not monolithic, and can change depending on the negotiation circumstance. This research examines how negotiation tactics changes when Chinese negotiators are faced with counterparts from near and distant cultures. An online conjoint simulation drew 351 respondents in Taiwan to test subjective perceptions of counterparts from the USA and Japan. Chinese respondents exhibited increased cultural accommodation (...) when the counterpart's culture was more distant – paying more attention to sacrificing self-interest and saving face for the other side. Integration in the negotiation was emphasized across both near and distant cultures above that observed for negotiation with Chinese counterparts. Saving face, ignoring conflict, and domination tactics were consistently valued, irrelevant of culture. Masculinity among Chinese respondents was exhibited in a preference for integration with male counterparts, especially for Chinese male negotiators. Results indicate practical considerations when preparing for negotiation with a Chinese counterpart by considering inconsistencies in preferences while also considering consistent values. (shrink)

Theories of perception and of memory are closely allied. The binding problem (which considers how bits of perception are reassembled by the brain) leads to neurophysiological subjectivism. This could be outflanked by arguing with Bergson that perceiving consciousness is out in the world. Thus the brain would bind only behavioral “maps.” In turn, consciousness would retain our personal pasts. Such personal (episodic) memories both help us to recognize present objects and to perform creative acts. Memory, although retentive, is also creative. (...) This is important in rethinking biological and evolutionary memory. (shrink)

This review explores the central themes and species ideology of Bolt, Madagascar: Escape 2 Africa, and Beverly Hills Chihuahua. All suggest incremental changes in human attitudes toward animals but all strongly confirm the mainstream view of animals as domestic companions and as models of human society. Whatever the limitations of their imagining of nonhuman existence, however, these films promise to raise awareness of some challenges faced by nonhuman animals in a human world.

'Sliders' are a speculative introspection-enhancing future technology allowing humans with cybernetic brain implants to precisely and voluntarily modulate moods and other mental states that vary along a one-dimensional scale. Such future humans may, for example, use the Sliders interface to temporarily present a COWARDLY–COURAGEOUS 'slider' in their visual field, and with a mere act of will change their level of courage from a 60 to a 65 on the 100-point scale. The present article discusses the implications of such a technology (...) in the form of an epistolary fiction in which the author's future persona warns the reader of the dire consequences and hardearned insights arising from widespread Slider use and abuse. (shrink)