This paper investigates some delicate tradeoffs between the generality of an algorithmic learning device and the quality of the programs it learns successfully. There are results to the effect that, thanks to small increases in generality of a learning device, the computational complexity of some successfully learned programs is provably unalterably suboptimal. There are also results in which the complexity of successfully learned programs is asymptotically optimal and the learning device is general, but, still thanks to the generality, some of (...) those optimal, learned programs are provably unalterably information deficient—in some cases, deficient as to safe, algorithmic extractability/provability of the fact that they are even approximately optimal. For these results, the safe, algorithmic methods of information extraction will be by proofs in arbitrary, true, computably axiomatizable extensions of Peano Arithmetic. (shrink)

Most neuroimaging research in stroke rehabilitation mainly focuses on the neural mechanisms underlying the natural history of post-stroke recovery. However, connectivity mapping from resting-state fMRI is well suited for different neurological conditions and provides a promising method to explore plastic changes for treatment-induced recovery from stroke. We examined the changes in resting-state functional connectivity (RS-FC) of the ipsilesional primary motor cortex (M1) in 10 post-acute stroke patients before and immediately after 4 weeks of robot-assisted bilateral arm therapy (RBAT). Motor performance, (...) functional use of the affected arm, and daily function improved in all participants. Reduced interhemispheric RS-FC between the ipsilesional and contralesional M1 (M1-M1) and the contralesional-lateralized connections were noted before treatment. In contrast, greater M1-M1 functional connectivity and disturbed resting-state networks were observed after RBAT relative to pre-treatment. Increased changes in M1-M1 RS-FC after RBAT were coupled with better motor and functional improvements. Mediation analysis showed the pre-to-post difference in M1-M1 RS-FC was a significant mediator for the relationship between motor and functional recovery. These results show neuroplastic changes and functional recoveries induced by RBAT in post-acute stroke survivors and suggest that interhemispheric functional connectivity in the motor cortex may be a neurobiological marker for recovery after stroke rehabilitation. (shrink)

近年來關於賽伯格與後人類主義的論述在西方世界方興未艾，論者紛紛從科學、醫學、宗教、哲學、倫理學、社會學、文學與文化研究等各個不同面向思考人們正在經歷的後人類世界。但對一般中文讀者而言，這兩個新詞彙所指 涉的意義仍相當模糊。本書收錄了國內外關於賽伯格與後人類主義的重要論文，嘗試探討人與科技、身體與環境、精神與物質兩者界線逐漸消弭的後人類社會裡的危機與轉機。本書討論之內容相當廣泛，除了探討大眾文化所透露 出的哲學內涵，也從生態文學談到科幻小說，本身即為一部賽伯格文本，不但充斥著許多有意思的矛盾或裂縫，也跨越了各個不同的學門界線，多元豐富的內容相信能夠給予中文讀者提供一個從文學、文化研究角度思索賽伯格與 後人類的獨特視野。.

As human consumption is one of the key contributors to environmental problems, it is increasingly urgent to promote sustainable consumption. Drawing on the agentic-communal model of power, this research explores how the psychological feeling of power influences consumers’ preference for green products. We show that low power increases consumers’ preference for green products compared to high power. Importantly, we identify two factors moderating the main effect of power on green consumption. Specifically, we find that the effect of power on green (...) consumption is more salient among those with high green consumption values. In addition, the effects of power are dynamic as a function of power distance belief, such that low power promotes green consumption in the low-PDB context while high power promotes green consumption in the high-PDB context. Taken together, these findings provide novel insights into understanding green consumption from the perspectives of social power, green values, and PDB. Besides contributing to the literature, the findings have significant implications for marketers and policy-makers in promoting green campaigns, bridging the attitude-behavior gap, and building a more sustainable society. (shrink)

The guide dog robot (GDR) is a low-speed companion robot that serves visually impaired people and is used to guide blind people to walk steadily, carrying a variety of intelligent technologies and needing to have the ability to guide with optimal energy consumption in specific scenarios. This paper proposes an innovative technique for virtual-real collaborative path planning and navigation of the GDR specific indoor scenarios, and designs an experimental method for virtual-real collaborative path planning of the GDR specific scenarios. The (...) energy consumption integral equation is used to solve for the energy consumption of the GDR with virtual-real synergy, and the difference in energy consumption is compared for three different navigation directions: horizontal, vertical and oblique obstacle avoidance. The results show that the optimized GDR saves 6.91% in rectilinear movement and 10.60% in curved movement. The efficiency of planning and navigating the GDR in specific domestic scenarios is verified by a virtual-real cooperative. The realization of optimal path planning for energy consumption is instrumental in exploring many of the most significant thought in the path planning and navigation of mobile robots in indoor specific scenarios. (shrink)

Human behavior depends on the ability to effectively introspect about our performance. For simple perceptual decisions, this introspective or metacognitive ability varies substantially across individuals and is correlated with the structure of focal areas in prefrontal cortex. This raises the possibility that the ability to introspect about different perceptual decisions might be mediated by a common cognitive process. To test this hypothesis, we examined whether inter-individual differences in metacognitive ability were correlated across two different perceptual tasks where individuals made judgments (...) about different and unrelated visual stimulus properties. We found that inter-individual differences were strongly correlated between the two tasks for metacognitive ability but not objective performance. Such stability of an individual’s metacognitive ability across different perceptual tasks indicates a general mechanism supporting metacognition independent of the specific task. (shrink)

Individuals unvaccinated against COVID-19 (C19) experienced prejudice and blame for the pandemic. Because people vastly overestimate C19 risks, we examined whether these negative judgements could be partially understood as a form of scapegoating (ie, blaming a group unfairly for an undesirable outcome) and whether political ideology (previously shown to shape risk perceptions in the USA) moderates scapegoating of the unvaccinated. We grounded our analyses in scapegoating literature and risk perception during C19. We obtained support for our speculations through two vignette-based (...) studies conducted in the USA in early 2022. We varied the risk profiles (age, prior infection, comorbidities) and vaccination statuses of vignette characters (eg, vaccinated, vaccinated without recent boosters, unvaccinated, unvaccinated-recovered), while keeping all other information constant. We observed that people hold the unvaccinated (vs vaccinated) more responsible for negative pandemic outcomes and that political ideology moderated these effects: liberals (vs conservatives) were more likely to scapegoat the unvaccinated (vs vaccinated), even when presented with information challenging the culpability of the unvaccinated known at the time of data collection (eg, natural immunity, availability of vaccines, time since last vaccination). These findings support a scapegoating explanation for a specific group-based prejudice that emerged during the C19 pandemic. We encourage medical ethicists to examine the negative consequences of significant C19 risk overestimation among the public. The public needs accurate information about health issues. That may involve combating misinformation that overestimates and underestimates disease risk with similar vigilance to error. (shrink)

Hong Kong’s non-white ethnic minorities – including its Filipina residents – are often described in media and policy discourses as a unified group. Speaking back to this misconception, in this article we describe the gendered experiences of two 23-year old Filipinas born and raised in Hong Kong through what Claudia Mitchell has described as girl method – research with girls for girls and about girls’ concerns – in our case producing visual depictions of girlhood in cellphilms and collaborative writing. We (...) write together as co-researchers to extend participatory approaches to research dissemination as we make sense of the changing political situation in Hong Kong in the years since our first collaboration in 2015. Through a polyvocal – many voices writing together – reflection on a cellphilm production project on identities and belonging four years later, we argue that Filipina identity in Hong Kong is complex and multifarious, and we aim to disseminate knowledge by and for Filipina Hong Kongers that speaks back to the erasure of their experiences within larger discourses about Filipinas, gender, and activism in Hong Kong. (shrink)

This study attempts to answer the question why Confucianism, the dominant “teaching” among the Three Teachings, is not a religion in contemporary China, unlike the other two “teachings,” Buddhism and Daoism. By examining this phenomenon in the social-historical context, this study finds its origin in Orientalism. The Orientalist conceptualization of religion became part of the New Culture discourse at the turn of the twentieth century. While China has undergone tremendous social changes over the past century, the old discourse remains.

Editor's AbstractThis essay presents Mainland New Confucianism (MNC) as diverse but distinctive, as still in a process of maturation but already with a clear direction. According to Chen, MNC is a rejection of the twin modernist narratives of the left (revolution) and the right (enlightenment) in favor of a narrative that downplays the ruptures associated with the May Fourth Movement and instead seeks to reconnect to China's past values and traditions.

The common law's approach in the law of unjust enrichment is to enumerate specific «unjust factors» as permissible causes of action in claims for restitution. This approach has come under attack, inter alia, for being unnecessarily complicated. The claim is that the civilian approach, with its single ground of absence of legal cause for the transfer, is preferable since the operative unjust factor in any particular case is irrelevant to the restitutionary response. In defence of the common law's approach, this (...) article tenders four aspects of the restitutionary response which, it is claimed, are illuminated by reference to the nature, context, and effect of the operative unjust factor in any particular case. They are: (i) the availability of the defence of change of position; (ii) the justifiability of certain «bars» on rescission and the permissible mode of mutual restitution on rescission; (iii) the appropriate measure of enrichment where restitution is, or must be, effected in money; and (iv) two possible justifications for the controversial remedy of partial rescission. (shrink)

The fiscal imbalance between the central and local governments under fiscal centralization may motivate local governments to pass tax burdens on firms. The causal identification of the tax system reform and the sustainable export innovation behavior of firms are of great significance. This study uses the income tax sharing policy of China to examine the impact of fiscal centralization on the sustainable export innovation behavior of firms. We find that this tax reform has significantly inhibited the increase of the export (...) value-added rate of firms, and has an increasing trend with the share ratio between the Central Government and the local government. Moreover, this effect mainly comes from the crowding-out effect of imported intermediate goods on domestic intermediate goods. The tests show that the above conclusions are consistent with the general logic of local governments. When they face greater downward fiscal pressure, they will further pass the tax burden on local firms and force the firms to promote their export performance to expand the tax base. This short-sighted behavior of replacing “quality improvement” with “quantity increase” is an important factor that affects the sustainable export innovation behavior of firms and the climb in the global value chain. (shrink)

In the fifth year of the reign of Shaoxi [in the Song dynasty]—in other words, in the year 1194 A.D.—Zhu Xi was returning to his home province after he had been relieved of his position at court as daizhi shijiang when, in the eleventh month of that year he came to Yushan county in Jiangxi Province. The governor of the district invited Master Zhu to give a number of lectures at the local county school, and Master Zhu complied, discoursing on (...) essential teachings in response to the questions that were raised by the students as well as in response to the lectures given by other scholars. At one point, the record says, the scholar Cheng Gong1 rose to ask the question: "Philosophers prior to the Three Ages only spoke about zhong and ji ; how come, then, that when it came to the time of the dialogues of those in the school of Confucius, everything seemed to revolve around the word ren ?" Master Zhu replied: "The discussions of zhong and of ji have often tended to make people misunderstand the meaning of what they were actually saying; alas, we do not ourselves have the leisure here to discuss all of that in detail.". (shrink)

Today's educational environment forms the stage for a host of debates, many of which centre on the use of standardized assessment in the classroom. With this push towards standardization, less time is being devoted to incorporating ?experiential? knowledge, or that knowledge which comes from hands?on, travel, natural and other worldly experiences, into the learning environment. William Wordsworth and Thomas Hardy, two somewhat unlikely sources of educational insight, do have a pertinent message to add to this ongoing educational discussion. The two (...) authors, through their personal experiences and through their literary works, draw from and examine the roles of formal education and the functions of various facets of knowledge in education. They exemplify the importance of finding a balance between formal educational experiences and informal avenues of education. Both men remind society that without the incorporation of experiential knowledge into the educational experience, students cannot reach the full potential of their intellectual, emotional, spiritual and social growth. Through an examination of the lives and works of Wordsworth and Hardy, the importance of non?formal, non?standardized experiences is reasserted at a time when it is of utmost importance to evaluate the components that make up modern education. (shrink)

Kepler's Somnium is a fantastical story about the world on the moon. It presents a heliocentric world-picture established through a total conversion of the meaning and place of observation in the hierarchy of knowledge. This epistemological program is construed through a critical adaptation of Lucian's "True Story," and Plutarch's "The Face on the Moon." Utilizing his new optics, embodied in the Camera obscura, Kepler inverts the meaning of these classical texts together with the reader's point of view. Astronomical knowledge is (...) vindicated and scientific observation is the only way out of an obscure and mannerist dream. (shrink)

Our paper draws attention to a neglected channel of corruption—the bribe payments by state-owned enterprises. This is an important phenomenon as bribe payments by SOEs fruitlessly waste national resources, compromising public welfare and national prosperity. Using a large dataset of 30,249 firms from 50 countries, we show that, in general, SOEs are less likely to pay bribes for achieving organizational objectives owing to their political connectivity. However, in deteriorated institutional environments, SOEs may be subjected to potential managerial rent-seeking behaviors, which (...) disproportionately increase SOE bribe propensity relative to privately owned enterprises. Specifically, our findings highlight the importance of fostering democracy and rule of law, reducing prevalence of corruption and shortening power distance in reducing the incidence of SOE bribery. (shrink)

Thomas Kuhn's Structure of Scientific Revolutions became the most widely read book about science in the twentieth century. His terms 'paradigm' and 'scientific revolution' entered everyday speech, but they remain controversial. In the second half of the twentieth century, the new field of cognitive science combined empirical psychology, computer science, and neuroscience. In this book, the theories of concepts developed by cognitive scientists are used to evaluate and extend Kuhn's most influential ideas. Based on case studies of the Copernican revolution, (...) the discovery of nuclear fission, and an elaboration of Kuhn's famous 'ducks and geese' example of concept learning, this volume, first published in 2006, offers accounts of the nature of normal and revolutionary science, the function of anomalies, and the nature of incommensurability. (shrink)

To me, becoming attached to Dushu was a "historical event" of no mean significance, because doing so has ever since profoundly affected my academic career.

"Scholar of the humanities" is not a title of honor; it is only a choice of profession. Hence, those "erstwhile scholars" who have already gone into politics or business are not discussed in the present article. Instead of touching on such hot topics as professors selling meat pies, buying and selling automobiles, entering people's political consultative conferences, or taking government posts, this article considers the destiny and possible options of scholars who are willing to engage in humanity studies and are (...) still doing so, for the latter are more perplexed and more at loss and deserve more understanding and sympathy. (shrink)

This article examines various positions on whether children should be allowed to play in late imperial China. Demonstrating distinctly different views from Neo-Confucian thinkers, professional genre painters of “Children at Play” ( yingxi tu 嬰戲圖), and the emerging pediatric specialists, the article maintains that clearly multi-vocal forces coexisted during the Song Dynasty, including a persuasive child-favoring stance that remains unique in global humanities on this issue.

Drawing on social exchange theory and benevolent leadership literature, we show how the largesse associated with benevolent leadership can cause subordinates to feel obliged to undertake illegitimate tasks assignments that go beyond their job duties. The hypotheses are tested in a scenario experimental study and a multisource, time-lagged field survey. Both studies indicate that benevolent leadership evokes indebtedness in subordinates (called felt obligation), which is then indirectly related to their willingness to undertake illegitimate tasks. The second study shows that subordinates (...) who try to avoid actions that damage relationships (called disintegration avoidance) and those who feel job insecurity are most willing to perform illegitimate assignments. Practical implications for curbing workplace exploitation are discussed. (shrink)