The literature on algorithmic fairness has examined exogenous sources of biases such as shortcomings in the data and structural injustices in society. It has also examined internal sources of bias as evidenced by a number of impossibility theorems showing that no algorithm can concurrently satisfy multiple criteria of fairness. This paper contributes to the literature stemming from the impossibility theorems by examining how informational richness affects the accuracy and fairness of predictive algorithms. With the aid of a computer simulation, we (...) show that informational richness is the engine that drives improvements in the performance of a predictive algorithm, in terms of both accuracy and fairness. The centrality of informational richness suggests that classification parity, a popular criterion of algorithmic fairness, should be given relatively little weight. But we caution that the centrality of informational richness should be taken with a grain of salt in light of practical limitations, in particular, the so-called bias-variance trade off. (shrink)

关于人类意识起源和本质问题的探讨由来已久，各领域如哲学、社会学、生物学和心理学等都有不同定义和解释，但是至今为止都没有得到广泛的认同，主要原因是由意识的复杂性导致了各领域都不能全面、合理和充分地认识其 起源和本质，成为千古奇案，所以有必要对其进行深入探讨。 本文根据各学科的知识分析、汇总和归纳，得出如下结论：意识的起源来自自然物质；意识的本质为物质信息；意识的能力是物质信息的复杂度和有序度的利用程度；意识具有先天性、物质性、系统性、复杂性、动态性、差异性 和自我性属性 .

古代中国明朝哲学家王阳明创立的心学已有七百多年，它继承了中国古代的哲学，比如孔孟之道和宋明理学等的内容，创立了心学。其理念在社会哲学领域深深地影响了中国、日本和朝鲜等东亚国家，甚至于间接地推动了日本的 明治维新运动，成为千年一圣。同时世界各地的学者对心学的研究和探讨也是层出不穷，但是总体而言，缺乏对心学理论体系性的探讨和研究。 本文从体系概念着手，结合心学的内容，经过梳理后整合成一个完整的、逻辑的和全面的心学体系。.

目前，世界上的哲学简单地可分两类，一是：唯物主义，二是：唯心主义，它们统治了哲学史几千年，相互争斗了几千年，但是都存在着，不分胜负，至少说明都有合理之处，当然也包括不合理之处。 如果把两者进行了升华，就是集合唯心主义和唯物主义各自的合理部分，摈弃了不合理部分，把它们合二为一，统一成一个系统的、合理的和广泛的哲学体系，那就是唯能主义。 .

In the domain of cognitive science, understanding consciousness through the investigation of neural correlates has been the primary research approach. The exploration of neural correlates of consciousness is focused on identifying these correlates and reducing consciousness to a physical phenomenon, embodying a form of reductionist physicalism. This inevitably leads to challenges in explaining consciousness itself. The computational interpretation of consciousness takes a functionalist view, grounded in physicalism, and models conscious experience as a cognitive function, elucidated through computational means. This paper (...) posits that predictive processing offers a fresh paradigm for comprehending human cognition and serves as a neural foundation for the computational elucidation of consciousness. Additionally, free energy theory, as a mathematical construct explaining the predictive processing model, furnishes a theoretical scaffold for understanding consciousness computationally. (shrink)

It has a long history for the exploration of the origin and essence of human consciousness with different definitions and explanations in various fields such as philosophy, medicine, sociology, biology, and psychology. However, all of them had not been recognized so far. The main reason is that the complexity of consciousness leads to the inability of various fields to understand its essence fully, reasonably, and comprehensively, and there are still significant differences for it, and which have become an eternal mystery. (...) So, it is necessary to delve deeper into it. Here we show that this article concludes that the origin of consciousness comes from natural matter, the essence of consciousness is material information, the ability of consciousness is the degree to which the complexity and orderliness of material information are utilized, and consciousness has the attributes of congenital, materiality, systematicness, complexity, dynamics, difference, and selfness according to the analysis, summary and induction of knowledge from various disciplines. (shrink)

Xinxue （The philosophy of mind） founded by ancient Chinese philosopher Wang Yangming of the Ming Dynasty for over 700 years. Its ideas have deeply influenced East Asian countries such as China, Japan, and Korea in the field of social philosophy, and even indirectly promoted Japan's Meiji Restoration movement. At the same time, scholars from all over the world have conducted numerous studies and explorations on it, but overall, there is a lack of systematic exploration and research on it. This article (...) starts with the concept of a system, combines the content of Xinxue and integrates it into a complete, logical, and comprehensive system of Xinxue. (shrink)

The question of Who am I?” is the end of philosophy. The famous ancient Greek philosopher Socrates raised three ultimate questions in philosophy when he looked up at the starry sky: “Who am I?” “Where do I come from?” “Where am I going？”. For thousands of years, humans have explored and answered questions about them, including various disciplines such as philosophy, psychology, biology, and neurology etc., but none of them have been recognized. This article starts with the cosmology and worldview (...) of “Who am I?” and elaborates on the origin of “Who am I?” and the concept of “center”. (shrink)

This essay explores the meaning of Kant's transcendental definition of pleasure and displeasure. I will explain the meaning of "definition" and "transcendental" respectively in relation to the feeling of pleasure and displeasure, contrasting with the interpretations of Guyer (2018) and Deimling (2018). Not only will I show how they are wrong, but I will also offer reasons for their misinterpretations. This essay proposes that the transcendental definition of pleasure and displeasure bears more systematic significance in Kant's philosophy than previous researchers (...) might have thought. My analysis also leads back to Kant's conception of the anthropological relation between life, desire, and pleasure. (shrink)

Allelopathy is an important biological phenomenon in exotic plant invasions. Studies about this phenomenon can help us to understand how plant interactions influence plant colony and ecosystem functioning. Both alligator weed (Alternanthera philoxeroides, Ap) and crofton weed (Eupatorium adenophorum, Ea) are important destructive exotic species in China. Their allelopathic effects on native plant species are well documented. However, whether alligator weed and crofton weed antagonize each other regarding plant growth? There is largely unknown currently. Here we report that the leaf (...) extract from crofton weed possesses the negative effect on the growth of alligator weed. The results showed that root growth of alligator weed could be seriously inhibited by aqueous extract from crofton weed, exhibited as no root or a few roots if only. Consistent with the inhibition of root growth, we observed changes of physiological and biochemical parameters in treated alligator weed. The chlorophyll content, the root activity and the acetolactate synthase (ALS) activity were significantly decreased; while the rate of superoxide anion (O2-), the malondialdehyde (MDA) content, the peroxidase (POD) activity, and the shikimic acid content were remarkably increased in the treated alligator weed plants. These physiological analyzes suggested that the main allelopathic effects of crofton weed were mainly through affecting the integrity of cell membrane and the activity of the key enzymes. Further, these data also imply that one exotic species has the potential value to be used in bio-control of the other exotic species. (shrink)

AbstractThis essay argues for a new interpretation of the notion of “unity” in Yangming’s 王陽明 famous doctrine of the “unity of knowledge and action” (zhi xing he yi 知行合一). I distinguish two parts of Wang’s doctrine: one concerning training (gong fu 工夫), and one concerning the “original natural condition” of knowledge and action (ben ti 本體). I focus on the latter aspect of the doctrine, and argue that Wang holds, roughly, that a person exhibits knowledge in its original natural (...) condition if and only if the person exhibits action in its original natural condition. Moreover, I argue that Wang denies that knowledge in its original natural condition is identical to action in its original natural condition. (shrink)

The theory of lower previsions is designed around the principles of coherence and sure-loss avoidance, thus steers clear of all the updating anomalies highlighted in Gong and Meng's "Judicious Judgment Meets Unsettling Updating: Dilation, Sure Loss, and Simpson's Paradox" except dilation. In fact, the traditional problem with the theory of imprecise probability is that coherent inference is too complicated rather than unsettling. Progress has been made simplifying coherent inference by demoting sets of probabilities from fundamental building blocks to secondary (...) representations that are derived or discarded as needed. (shrink)

David Bohm, in his "causal theory", made the correct Hegelian synthesis of Einstein's thesis that there is a "there" there, and Bohr's antithesis of "thinglessness" (Nick Herbert’s term). Einstein was a materialist and Bohr was an idealist. Bohm showed that quantum reality has both. This is “physical dualism” (my term). Physical dualism may be a low energy approximation to a deeper monism of cosmic consciousness called "the super-implicate order" (Bohm and Hiley’s term), “pregeometry” (Wheeler’s term), “substratum” (Dirac’s term), “funda-MENTAL space” (...) (Hameroff’s term), “Chi” (Chinese medicine & Falun Gong) etc., but for our immediate pragmatic purpose of constructing naturally conscious nano-computers and of virtually reverse engineering alleged reports of propellantless UFO propulsion (French Intelligence Report, 1999 [email protected] Vol. 5, No. 11, Part 1 -- August 1, 1999 & NIDS report "Best UFO Cases - Europe", I. Von Ludwiger) to the stars and beyond, physical dualism will work. (shrink)

Philosophy battles with some recurring themes, one of which, maybe the most one, is the complicated relation between identity and otherness. It is a match that struggles to get to the gong: the net that binds the self and the other looks more like a tangle hard to unroll. So, we don’t have the claim to settle it down, but we would like to present some strategies useful to loosen it. We will follow a precise trajectory: we will consider (...) the philosophies of Heidegger and Nancy trying to understand what is about of identity and otherness in their philosophical frameworks. Of course, we don’t want to set sail on a historical trip: our interest is to catch the theoretical suggestions of these philosophies, knowing that they can advise us with prolific thoughts. We’ll basically have two tools: Heidegger’s Being and Time and Nancy’s Being Singular Plural. Even if those two theoretical poles are notoriously opposites, our idea is that a comparative analysis incentivizes important conclusions. Between all that otherness is an unmissable chance of expansion for the subjectivity and, because of this, their relation must be cultivated in the healthiest way. (shrink)

*Nhân dịp đầu năm mới, phóng viên Chẫu Quê cậy thân quen, phỏng vấn ông Bói Cá đang ngủ gật trên cành tre giữa ao. Ông Bói Cá bị quấy rầy giấc ngủ gắt gỏng bảo: 3 câu thôi nhé. Thì 3 câu. (Gớm nữa, ai hỏi hơn đâu mà đã giao hẹn sớm thế!).

The value of up-hill skiing is double, it is first a sport and artistic expression, second it incorporates functional dependencies related to the natural obstacles which the individual aims to overcome. On the artistic side, M. Dufrenne shows the importance of living movement in dance, and we can compare puppets with dancers in order to grasp the lack of intentional spiritual qualities in the former. The expressivity of dance, as for, Chi Gong, ice skating or ski mountaineering is a (...) particular innocence and lightness which is called grace. It is life without the burden of worries. Grace, in slow progression uphill on snow, is as dance for Dufrenne, it has the most central and specific aesthetical quality of life. Others compared dance to a landscape, a landscape is for the sight, what dance is for life, a symbolical space, different from a usual space, where utility and dependency are present. A mountain can be a space of experience of natural beauty. Aesthetical qualities can be closely related to function related qualities as when a climber needs to adjust his movements to the natural convex inclination of the rocks, and avoid slippery forms of inclination, present on the other side of the mountain. The natural object, the quality of the snow or the rock differ from the aesthetical quality of the style of ascent by the absence of neutralization of the object, in case of a purely instrumental approach. On the contrary, grace in the rhythm of the progression of ski climbers needs a difference of attitude, which is not only proper to the playing, and delimited by the conditions of that play, but as a contingency driven attitude, without signification as radical alterity, without any finality. First ascent of the Matterhorn succeeded from the Swiss side, and not from the Italian side because of the different inclination of the rock on both sides. Grace in dance as in martial art or mountaineering is allowing to perceive an autonomy of the expression, as the truth of the perceived object, it puts away a cognitive and practical orientation and replaces it by a new meaning as movement in the whole set of movements done by the climber. This replacement of the functional expression resembles that operated by the painter who chooses a color in the whole set of colors in a painting, or a shape in the whole set of possible existing shapes. -/- Ref. Dufrenne, Mikel, (1989): The Phenomenology of Aesthetic Experience. Studies in Phenomenology and Existential Philosophy, trans. by Edward S. Casey, 1st publ. in 1953, Evanston: Northwestern University Press. (shrink)

For more than a decade, an aura of discontentment has challenged existing models and theories that have established the structures in various fields of human endeavours such as philosophy, architecture, political science, media, literature, arts and the humanities in general. For instance, the architectural design of what was hitherto referred to as modern building has at least a sitting room (parlour), a kitchen, a bathroom and a toilet as well as two or more number of bedrooms depending on the size (...) of the family, including the master's bedroom. This design was a view that transcended from the old traditional caves and all manner of living spaces that were devised by the early man. The modern concept arose out of man's need to assume a better living status based on his new initiatives. In the field of media and communication, the period of technological evolvement and development that brought about the coinage of descriptive terms such as 'electronic age' and now 'computer age', was preceded by a 'stone age' where the means of communication was prototypical of that archaic society. Though nothing has changed tremendously in interpersonal communication, there are modern means of interpersonal communication made possible by the advent of the telephone. Prior to the advent of this modern technology, interpersonal communication was only made possible in a face-to-face situation or mere errand. Mass Communication in early traditional societies was done with the use of smoke or town-criers who were employed to go round the communities with their gongs to make announcements. This means of communication hardly made it possible for ideas or information to be shared among people who resided in different parts of the world, unlike today. (shrink)

This is a review of a book which is unique in the history of contemporary ideas --- the authors make explicit the religious imperative in a connected world which is glocal.