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)

As the last College Meeting drew to its weary close, the Warden was moved to address the empty pews on the wickedness of not making attendance at meetings of the Governing Body a first call on one's time. Of course, it was waste of words to address them to absent auditors, but the sentiment was apposite. But it is inevitable with a Governing Body of fifty that each fellow feels on average only a 2% say in, and responsibility for, (...) the affairs of the College. Large bodies are ineffective, and as the Fellowship has grown, papers have proliferated, committees have encroached on every available hour, and college life has degenerated into administration. (shrink)

Information can be public among a group. Whether or not information is public matters, for example, for accounts of interdependent rational choice, of communication, and of joint intention. A standard analysis of public information identifies it with (some variant of) common belief. The latter notion is stipulatively defined as an infinite conjunction: for p to be commonly believed is for it to believed by all members of a group, for all members to believe that all members believe it, and so (...) forth. This analysis is often presupposed without much argument in philosophy. Theoretical entrenchment or intuitions about cases might give some traction on the question, but give little insight about why the identification holds, if it does. The strategy of this paper is to characterize a practical-normative role for information being public, and show that the only things that play that role are (variants of) common belief as stipulatively characterized. In more detail: a functional role for “taking a proposition for granted” in non-isolated decision making is characterized. I then present some minimal conditions under which such an attitude is correctly held. The key assumption links this attitude to beliefs about what is public. From minimal a priori principles, we can argue that a proposition being public among a group entails common commitment to believe among that group. Later sections explore partial converses to this result, the factivity of publicity and publicity from the perspective of outsiders to the group, and objections to the aprioricity of the result deriving from a posteriori existential presuppositions. (shrink)

Should we regard Jennifer Lackey’s ‘Creationist Teacher’ as understanding evolution, even though she does not, given her religious convictions, believe its central claims? We think this question raises a range of important and unexplored questions about the relationship between understanding, factivity and belief. Our aim will be to diagnose this case in a principled way, and in doing so, to make some progress toward appreciating what objectual understanding—i.e., understanding a subject matter or body of information—demands of us. Here is the (...) plan. After some ground clearing in §1, §2 outlines and motivates a plausible working model—moderate factivity—for characterising the sense in which objectual understanding should be regarded as factive. §3 shows how the datum that we can understand false theories can, despite initial suggestions to the contrary, be assimilated straightforwardly within the moderate factivity model. §4 highlights how the inverse kind of case to that explored in §3—viz., a variant of Lackey’s creationist teacher case—poses special problems for moderate factivity. With reference to recent work on moral understanding by Hills, §5 proposes a solution to the problem, and §6 attempts to diagnose why it is that we might originally have been led to draw the wrong conclusion. (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)

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)

There is a long tradition in philosophy of using a priori methods to draw conclusions about what is possible and what is necessary, and often in turn to draw conclusions about matters of substantive metaphysics. Arguments like this typically have three steps: first an epistemic claim , from there to a modal claim , and from there to a metaphysical claim.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:iPod, YouTube, Wii Play: Theological Engagements with Entertainment by D. Brent Laytham, and: If These Walls Could Talk: Community Muralism and the Beauty of Justice by Maureen H. O’ConnellJoel WardeniPod, YouTube, Wii Play: Theological Engagements with Entertainment By D. Brent Laytham EUGENE, OR: CASCADE, 2012. 209 PP. $24.00If These Walls Could Talk: Community Muralism and the Beauty of Justice By Maureen H. O’Connell COLLEGEVILLE, MN: LITURGICAL PRESS, 2012. (...) 319 PP. $39.95Although, in the Republic, Plato discussed the usefulness (and danger!) of having artists practicing within the civic community, from his time forward, social philosophers, moral theologians, and religious ethicists have tended to avoid [End Page 199] probing too much into the relationship between the aesthetic and the ethical. To be sure, as organized academic philosophy developed, especially after the Enlightenment, the separate intellectual bailiwick of aesthetics left ethical considerations of what is morally (as opposed to artistically) good to the domain of ethics. The result of such segmentation was to keep both interests’ discussions of “the good” significantly apart.The two books reviewed here represent new (and, hopefully, now less uncommon) attempts to find the correspondence between beauty and goodness. Because both authors think and write specifically from the perspective of Christian ethics, these attempts make use of the resources of the Hebrew and Christian scriptures, the sometimes contrasting traditions of Protestant and Catholic spiritual reflection, and the authors’ own personal engagement with sources of beauty or entertainment. Both authors argue in some way that the pursuit of the beautiful (or the enjoyable) bears a relation to goodness. They both also argue that our use of technology and our making of art ought to attend to the building of justice.In his book iPod, YouTube, Wii Play: Theological Engagements with Entertainment, D. Brent Laytham investigates varied forms of contemporary entertainment activities and technologies (e.g., the media-sharing website YouTube, video games, fashion magazines, sporting events) and unearths the ways in which these contemporary and technologically facilitated pastimes both support and endanger human social interaction. In particular, he pays close attention to how entertainment(s) help or hinder the drive of a community of believers into lives of discipleship.The thirteen chapters of the book are each organized around a particular technological theme and make good use of sociological reflection on media, as well as some Christian reflection on games, the communal pursuit of fun, and festivity. Laytham, a Methodist, takes a sympathetic stance toward modes of entertainment in how they function, at times, as legitimate means of communication between persons. But he also warns that they can, if used without an understanding of their effects on the inner lives of the persons involved, be damaging. The author often demonstrates remarkable psychological insight, such as when he discusses the pressures put upon teenagers’ sense of physical self-image when based on the values of fashion magazines (140), the spiritual dangers of any kind of escapism (118), and the complicated motivations underlying petty gambling (107). And though reflection questions that are scattered throughout the body of the text are sometimes distracting from the arguments he puts forward (and so maybe would be better placed at the end of each chapter), he clearly wants his critique of media and entertainment to lead to a fuller, better enjoyment of them, a proper enjoyment possible when they are understood in relation to what should be their ultimate purpose: the drawing together of communities of persons. [End Page 200]Moving from a consideration of entertainment to art, properly speaking, Maureen O’Connell’s If These Walls Could Talk: Community Muralism and the Beauty of Justice is a number of things. It is a narrative description of what has happened in one urban environment in the United States, where socioeconomic decline, street violence, and crushing poverty produce needful places for transformative grace; a theological-aesthetic analysis of a genre of fine art, peculiar for the materials used and the venues in which it is displayed; a moral-ethical project inspired by familial ties to a particular city, as well as the fruit of continued interest (and, one might even say, pastoral zeal) on the author’s... (shrink)

Living out of silence, out of a fully functioning, lovingly attentive mind, and not just out of thought, out of a partially functioning mind, is requisite for depth or profundity in living or relating. A fully attentive, truly silent or meditative mind sees that there is real dualism of time and the timeless and that time and the timeless each has its own unique value. The timeless, or real silence, that which alone can make for depth in one's living and (...) relating, can be there only when, in one's awareness, time and all that is related to time, have come to an end. An examination of a wide variety of statements made by writers, both past and present, shows that these understandings are seldom there in contemporary writings, just as they were not there in writings that have come down to us from the past. 'Living beyond the One and the Many' invites readers to consider the possibility that what is presented in it can bring deep meaning to one's way of living in the world"--Publisher's description, back cover. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Persians TIMOTHEUS (Translated by John Warden)... urging on their floating bronze-beaked chariots ram by ram furrowing the waves with pointed teeth....... with humped heads stripped away arms of fir, thumped ’em on the left, mariners tumbled, smashed ’em on the right in their pinewood towers, back on their feet again. Ha! Tear off flesh to their rope-bound ribs, sink ’em with thunderbolts, rip away gilded splendour with (...) iron-helmed rams. Thonged javelins fly fire-like, shafts trembling in pierced limbs, wood slivers ablaze long-winged brazen-headed, slaughtered victims swarm. ◊♦◊ Sea with glass-green hair its furrows stained with blood; shouts of victors, screams of vanquished; the barbarous fleet borne away over the fish-crowned gleaming curves of Amphitrite’s breast. ◊♦◊ Lord of a daywide land, islander out for a sail ha! listing, tipping, arms and feet arion 28.1 spring/summer 2020 96 the persians thrashing in the buffeting waves, cries to the sea god, “Father...” Winds drop and veer, smite him on the other side. No Bacchus poured that liquid into his wine jar belly. He vomits up the boiling sea flood, screaming through clenched teeth against the defiling sea: “Was once not enough to have your proud neck yoked with bonds of hemp? See, now my lord will churn you with pine trees born in the mountains, encompass your watery plains with mariners, you madcap, long-loathed, faithless plaything of the swift-surfing winds.” Gasps out the words and a disgusting stream of sour sea water comes belching from his belly. ◊♦◊ Homeward they scurry, the Persian fleet, the foreigners squadron smashing into squadron in the long-necked strait jolts from their hands their mountain feet, leap from their mouths their gleaming helpmates; bodies without breath, without light, festoon the starsprent sea, weigh down the headlands. Survivors on the shore sit naked and freezing, tears dripping from their howled laments. Possessed by the dirge-song of grief, they keen and beat their breasts: “O vales of Mysia with your trees like a woman’s hair, take me home. For the winds are carrying me away. Timotheus 97 Never will the dust of earth receive my body....... in a cave where nymphs are born, below the ocean floor. Protect me from Helle, ship-bridged bringer of war. Had my lord not built that far-travelled causeway, never would I have come from Tmolus or Lydian Sardis to keep at bay the Greek war god. But now where shall I find sweet refuge from unbending fate? Who will free me from suffering and bring me home to Troy? Could I but fall at the ivy-robed knees of the Queen, the Mountain Mother, embrace her lovely arms and pray: ‘Goddess of golden hair, mother, I beg you rescue me, rescue me from the devious steel that slits the throat, from the wave-skimming gales, ship breakers, from Boreas that freezes by night. The winds will dash me to pieces. Already the cruel waves have torn the clothing from my body. Now I shall lie wretched, my flesh a feast to the tribes of birds.’” ◊♦◊ See a Greek with a sword of iron grab a man from Celaeno, rich in flocks, bereft in battle, drag him by the hair. Arms twined around knees, he breaks the seal of his lips seeking Greek in the shrill voice of Asia: Listen Mister not me why come. Not me, no never, big master send me, me no never come fight. Stay home Sardis, Sousa, Ecbatana. Great god Artemis 98 the persians Ephesus guard me. Swift-running backward-running they pursue their flight, cast from their hands the twin-mouthed javelins, tear the flesh from their faces, rip from their breasts their sumptuous Persian gowns, raise in one voice their Asiatic wailing. Those round the King are loud in panic at the coming disaster. The King looks down at the mingled host in flight, falls to his knees, defiles his body. Tossed in fate’s waves he speaks: Root and branch my house has fallen! The flaming ships of the Greeks have slain the flower of our youth. There is no way home, our ships consumed by the blazing might of harsh... (shrink)

Protagoras, of all the ancient philosophers, has perhaps attracted the most interest in modern times. His saying ‘Man is the measure of all things’ caused Schiller to adopt him as the patron of the Oxford pragmatists, and has generally earned him the title of the first humanist. Yet the exact delineation of his philosophcal position remains a baffling task. Neumann, writing on Die Problematik des ‘Homo-mensura’ Satzes in 1938,2 concludes that no certainty whatever can be reached on the meaning of (...) the dictum, since ‘man’, ‘measure’, and ‘things’ are all ambiguous, nor can we tell which of the three is the predicate. The time is past when it was believed that a man's philosophy could be understood apart from the events of his life and the circumstances of his age: yet in the case of Protagoras the historical method of approach has hardly been attempted, although the impact of environment was perhaps more decisive in the formation of philosophical concepts in the Greek world than anywhere else. The reality about which the Greek philosopher spoke had three aspects: it was either the one universe of physics, or the political unity, or God. For example, the book of Heracleitus Περ φσεως was divided into three chapters or logoi, About the Whole, a political, and a theological. Neither physics nor theology supplies from its own subject-matter the form in which this reality was described. (shrink)

This is a succinct yet remarkably incisive study of the complex interplay between language, and modes of thinking as observed in the surviving literature of classical Greece and the roughly contemporary corpus inherited from the age of Confucius in China. The aim of the volume is to identify some characteristics of the way we think - about ourselves and the world around us. These attitudes are not the inevitable furniture of the human mind. They are our inheritance from the Greeks.

The achievements of the textile industry in Roman Britain are often underestimated as a result of the meagreness of our available evidence. The Edict on maximum prices issued by Diocletian in A.D. 301 shows that British capes commanded high prices on the markets of the Empire, and that in the late third century A.D. British rugs were the best in the world. In view of the competition from the traditional centres of rug manufacture in the East, this is an astonishing (...) achievement. (shrink)

The received translation and interpretation of many of the technical terms current in the textile industry of the Roman Empire are inaccurate, because lexicographers have either fought shy of being precise, or have thought that they recognized in the ancient world technical processes which originated at a much later date. The evidence is often equivocal or insufficient, but may still yield details that have been overlooked. The textile expression scutulatus, to take an example, deserves more attention than Blümner has devoted (...) to it. When it refers to the appearance of a garment, Lewis and Short, s.v. scutulatus, translate ‘diamond or lozenge-shaped, checkered’. It seems worth while to attempt a more precise translation, and, if possible, to estimate the significance in context of the goods so designated. (shrink)

If the world itself is metaphysically indeterminate in a specified respect, what follows? In this paper, we develop a theory of metaphysical indeterminacy answering this question.

We develop and apply a multi-dimensional conception of explanatory depth towards a comparative analysis of inflationary and bouncing paradigms in primordial cosmology. Our analysis builds on earlier work due to Azhar and Loeb (2021) that establishes initial condition fine-tuning as a dimension of explanatory depth relevant to debates in contemporary cosmology. We propose dynamical fine-tuning and autonomy as two further dimensions of depth in the context of problems with instability and trans-Planckian modes that afflict bouncing and inflationary approaches respectively. In (...) the context of the latter issue, we argue that the recently formulated trans-Planckian censorship conjecture leads to a trade-off for inflationary models between dynamical fine-tuning and autonomy. We conclude with the suggestion that explanatory preference with regard to the different dimensions of depth is best understood in terms of differing attitudes towards heuristics for future model building. (shrink)

Telling a patient that the outcome of his illness is not good, or even hopeless, requires sensitivity and the ability to communicate with him in the setting of a hospital which is an unnatural environment divorced from family and friends. It is a task which must be taught and learned by doctors and nurses.

Global Media Ethics is the first comprehensive cross-cultural exploration of the conceptual and practical issues facing media ethics in a global world. A team of leading journalism experts investigate the impact of major global trends on responsible journalism. The first full-length, truly global textbook on media ethics; Explores how current global changes in media promote and inhibit responsible journalism; Includes relevant and timely ethical discussions based on major trends in journalism and global media; Questions existing frameworks in media ethics in (...) light of the impact of global media; Contributors are leading experts in global journalism and communication. (shrink)

The existential analysis -- The death of dasein -- The timeliness of dasein -- The derivation of time -- The time of being.