This article examines two questions about scientists’ search for knowledge. First, which search strategies generate discoveries effectively? Second, is it advantageous to diversify search strategies? We argue pace Weisberg and Muldoon, “Epistemic Landscapes and the Division of Cognitive Labor”, that, on the first question, a search strategy that deliberately seeks novel research approaches need not be optimal. On the second question, we argue they have not shown epistemic reasons exist for the division of cognitive labor, identifying the errors that led (...) to their conclusions. Furthermore, we generalize the epistemic landscape model, showing that one should be skeptical about the benefits of social learning in epistemically complex environments. (shrink)

As a candidate theory of quantum gravity, the popularity of string theory has waxed and waned over the past four decades. One current source of scepticism is that the theory can be used to derive, depending upon the input geometrical assumptions that one makes, a vast range of different quantum field theories, giving rise to the so-called landscape problem. One apparent way to address the landscape problem is to posit the existence of a multiverse; this, however, has in (...) turn drawn heightened attention to questions regarding the empirical testability and predictivity of string theory. We argue first that the landscape problem relies on dubious assumptions and does not motivate a multiverse hypothesis. Nevertheless, we then show that the multiverse hypothesis is scientifically legitimate and could be coupled to string theory for other empirical reasons. Looking at various cosmological approaches, we offer an empirical criterion to assess the scientific status of multiverse hypotheses. (shrink)

Few metaphors in biology are more enduring than the idea of Adaptive Landscapes, originally proposed by Sewall Wright (1932) as a way to visually present to an audience of typically non- mathematically savvy biologists his ideas about the relative role of natural selection and genetic drift in the course of evolution. The metaphor, how- ever, was born troubled, not the least reason for which is the fact that Wright presented different diagrams in his original paper that simply can- not refer (...) to the same concept and are therefore hard to reconcile with each other (Pigliucci 2008). For instance, in some usages, the landscape’s non- fitness axes represent combinations of individual genotypes (which cannot sensibly be aligned on a linear axis, and accordingly were drawn by Wright as polyhedrons of increasing dimensionality). In other usages, however, the points on the diagram represent allele or genotypic frequencies, and so are actually populations, not individuals (and these can indeed be coherently represented along continuous axes). (shrink)

Throughout history, education has always been essential for humanity's justice and fundamental for the creation of a free and satisfying society with the dissemination of knowledge. Hence, in addition to the life occurrences educating people, traditional higher education methods have played an important role for a long period. However, the age of technology has changed the educational system along with the people's lifestyles to meet the continuously changing conditions. During the past twenty years, the Information and Communication Technologies (ICTs) led (...) to the emergence of e-learning non-traditional educational methods bringing about an innovative dimension of virtual learning. With its beneficial features provided by the Internet and various technologies, this method passes the control of time and location from the tutors to the students during the learning process. Despite the entrance of online education into the students' life many years ago, the Covid-19 outbreak initiated in 2020 turned this method into the only possible way of education for almost two years. Afterward, plenty of studies investigated its effects on students' social and academic life, mostly considering its negative impacts on their mental health and motivation due to interaction issues. They also pointed out the specific problems of tactile learner students in the lack of face-to-face design courses. As an innovative solution able to be adopted, game technologies, increasing immersion of the learner in a real-world skill, and triggering motivation are one of the best methods integrated into educational systems. Known as serious games, these games, adopted by almost any domain, convey educational content along with entertainment, increasing interaction. They train or enhance a certain skill or topic to the player by immersing them. While serious games are more expanded nowadays, they are still not being played by the mass public due to people's immersiveness expectations of a game. Hence, the Head-Mounted Displays (HMDs), with their emergence, increased the players' engagement and immersion with all types of virtual environments in digital games. This technology, however, evolved serious games area most, among others, by enabling the opportunity to provide a riskless and low-cost learning environment for real-world skills. In the process of suggesting serious games as a replacement for the traditional educational methods, the most important factor is being aware of their effectiveness for education. Generally, digital games, one of the world's biggest and fastest-growing industries, rely heavily on the virtual landscape, a major part of its development process. Its design demands remarkable effort, and it directly affects the whole game's characteristics. Hence, serious games, as a type of digital game, carry the same attributes. With the appearance of virtual reality technology, gaming started to gain more immersiveness and engagement with artificial elements and environments. Although virtual landscapes were always being developed since the emergence of digital games, the studies taking virtual landscapes into account are mostly using them as a tool for enhancing real spaces, not as a domain for the sake of its development. While other design domains are applying various design methodologies, it is challenging to find a standard design methodology for the design and production of virtual landscapes in the gaming industry, leading to inconsistent and low-quality results. Hence, it comes to the question of what is the virtual landscapes' role in serious games and their effect on the data comprehension rate. Since the literature lacks regarding the gradual change of the virtual landscape in serious games and the content they transmit, this thesis aims to figure out the gradual chronological evolution of the virtual landscapes in serious games. It also aims to seek how this change and the virtual reality technology invention have affected the contents transmitted by digital games and its influence on the player interaction and learning rate. To do so, in the process of this thesis, we developed, tested, and evaluated various serious games, both text-based and with 360° photos. The steps taken revealed the reluctance of the players to follow the providing educational content and their inadequacy of interaction. Hence, the thesis seeks the reasons ending to this result and the ways of increasing this learning rate. Afterward, the thesis uses a currently available but not massively used digital game classification methodology. This methodology, which is based on the principles of architecture, landscape architecture, and urban planning, classifies the games based on their constituting virtual landscapes. Hence, the thesis considers all Steam games, one of the biggest video game digital distribution services, filtered with the 'education' tag, ending in 2531 digital games. Afterward, adding the 'game' tag the result reduced to 1102 games. Finally, with some manual filterings ignoring the irrelevant content, the final number decreased to 702. Sorting chronologically, we made an Excel database including the games' introductory information, the content they transmit, their release date, if they support HMD or not, and whether they are simulation games or not. Due to Steam's dating spectrum, our database includes games dating back from 1992 to 2020. Afterward, we classified all of these games using the virtual landscape classification methodology and generated their related codes based on their player scale, story, dimension, space shape, and interaction level. Investigating the results, they revealed some growth patterns relating to the content educated in the game, the VR technology, and the virtual landscape evolution. Adding the user reviews of Steam, we reverse engineered five of the best serious games on the database due to the digital game design methodology. This methodology divides the games' virtual environment into five layers, namely, player activity map (PAM), story layer, natural environment layer, virtual environment layer, and media layer. Reverse engineering the five best digital games ever, based on the IGN database, enabled us to compare the outcomes. Due to released data, we understand how the games' assets are distributed within the various layers of the virtual environment in the most successful games. Finally, the thesis aims to provide a framework based on these results for developing serious games to increase player interaction and enhance the learning rate. However, these results can be expanded to any virtual landscape other than only serious games' for their interaction enhancement. Currently, the landscape architecture domain only adopts the virtual landscape area as a tool for enhancing design in the real world. However, in the near future, landscape architects will perform in the virtual landscape area as a domain to be enhanced. Hence, that day, the results of this study will play an important role and will be a roadmap for generating highly interactive virtual landscapes. (shrink)

"[..] flowing with the waters, halting with the mountains. In the images of light and wind the ephemeral is inscribed. Time is part of space. The scene performs." -/- The essay "Chinese Landscape Aesthetics: the exchange and nurturing of emotions" by Claudia Westermann included in "New Horizons: Eight Perspectives on Chinese Landscape Architecture Today" introduces ideas of landscape in traditional Chinese thought. Following the etymology of the Chinese terms for landscape and recognizing that their conceptual focus (...) is on the exchange and nurturing of emotions, which is not captured by the English term 'landscape,' one may gain a new understanding of contemporary works of Chinese landscape architecture. (shrink)

In this article, I want to understand the nature of aesthetic experiences of landscapes. I offer an understanding of aesthetic appreciation of landscapes based on a notion of a landscape where landscapes are perspectival observer-dependent entities, where the 'creator' of the landscape necessarily happens to be the same person as the spectator, and where her scientific (and other) knowledge and beliefs matter for the appreciation to be complete. I explore the idea that appreciating a landscape in this (...) sense has quite a lot in common with taking and appreciating a photograph. On our way, we will see how imagination plays a crucial role in the story. (shrink)

Designing a virtual environment within a digital game occupies a large part of the design procedure, requiring holistic attention and a broad arrangement of the game constituents. Considering other design disciplines, they occupy a unified design methodology; however, a comprehensive literature review reveals the lack of the intended design methodology in the digital game domain's virtual environment development, despite a currently proposed theoretical methodology trying to dissolve the issue. Hence, this research aims to determine the industry's requirements and provide a (...) set of assets included in current digital games as an initial step of providing such a design methodology for the domain. In this regard, the researchers reverse-engineered ten selected digital games, understanding the current condition of digital games via adopting the mentioned currently available design methodology. This dataset reveals a lack in the assets of the story layer in the recent digital games, despite their focus on being story-based. This dilemma leads to long text or speech conversations between game characters, disrupting the players while following the game. The current design focuses on environmental resources only, however, as a virtual landscape, the story needs to be reinforced to be a balanced and well-designed game. Hence, increasing the ratio of the assets in this layer will advance the games' interactivity. Also, as future work, this data set could pave the way for a digital game industry design tool regarding the virtual environment. (shrink)

Portraits are defined in part by their aim to reveal and represent the inner ‘character’ of a person. Because landscapes are typically viewed as lacking such an ‘inner life,’ one might assume that landscapes cannot be the subject of portraiture. However, the notion of landscape character plays an important role in landscape aesthetics and preservation. In this essay, I argue that landscape artworks can thus share in portraiture’s goal of capturing character, and in doing so present us (...) with essential tools for revealing the often ineffable character of place. I explain the implications of this view for debates about scientific cognitivism in environmental aesthetics, representing the narrative dimension of landscape character and integrity, and appeals to the character of place in historic and environmental preservation. (shrink)

Two types of formal models - landscape search tasks and two-armed bandit models - are often used to study the effects that various social factors have on epistemic performance. I argue that they can be understood within a single framework. In this unified framework, I develop a model that may be used to understand the effects of functional and demographic diversity and their interaction. Using the unified model, I find that the benefit of demographic diversity is most pronounced in (...) a functionally homogeneous group, and decreases with the increase of functional diversity. (shrink)

Little is known about the aims and impact of university-based ethics centers. Less is known about how centers leverage their unique campus positions to engage undergraduates in transformative ethics education. This article provides a foundation for future research on university-based ethics centers. First, this article addresses the history of ethics education in higher education, the rise of university ethics centers, and the factors necessary for successful ethics programs. Next, this piece shows the geographic distribution of ethics centers and which centers (...) provide undergraduate-focused ethics education. Finally, this article enables future research on effective ethics center structure, leadership, and outreach. (shrink)

Metaphors play a crucial role in both science in particular and human discourse in gen- eral. Plato’s story of the cave—about people shackled to a wall and incapable of perceiv- ing the world as it really is—has stimulated thinking about epistemology and the nature of reality for more than two millennia. But metaphors can also be misleading: being too taken with Plato’s story has cost philosophers endless discussions about how to access the world “as it is,” until Kant showed us (...) that it is just not going to happen, ever. (shrink)

Biological conservation practices and approaches take many forms. Conservation projects do not only differ in their aims and methods, but also concerning their conceptual and normative background assumptions and their underlying motivations and objectives. We draw on philosophical distinctions from the ethics of conservation to explain variances of different positions on conservation projects along six dimensions: (1) conservation ideals, (2) intervention intuitions, (3) the moral considerability of nonhuman beings, (4) environmental values, (5) views on nature and (6) human roles in (...) nature. The result is a map of the moral landscape of biological conservation, on which these six dimensions are layered. This map functions as a heuristic tool to understand conceptual and normative foundations of specific conservation projects, which we will illustrate with four paradigmatic examples: the Pisavaara Strict Nature Reserve, Predator Free New Zealand, the Oostvaardersplassen Nature Reserve and the Great Green Wall Project. With this map as a heuristic tool, we aim to conceptually illuminate disagreement and clarify misunderstandings between representatives of different environmental protection strategies and to show that the same project can be supported (or criticised) on different grounds. (shrink)

A scientific community can be modeled as a collection of epistemic agents attempting to answer questions, in part by communicating about their hypotheses and results. We can treat the pathways of scientific communication as a network. When we do, it becomes clear that the interaction between the structure of the network and the nature of the question under investigation affects epistemic desiderata, including accuracy and speed to community consensus. Here we build on previous work, both our own and others’, in (...) order to get a firmer grasp on precisely which features of scientific communities interact with which features of scientific questions in order to influence epistemic outcomes. (shrink)

Sewall Wright introduced the metaphor of evolution on “adaptive landscapes” in a pair of papers published in 1931 and 1932. The metaphor has been one of the most influential in modern evolutionary biology, although recent theoretical advancements show that it is deeply flawed and may have actually created research questions that are not, in fact, fecund. In this paper I examine in detail what Wright actually said in the 1932 paper, as well as what he thought of the matter at (...) the very end of his career, in 1988. While the metaphor is flawed, some of the problems which Wright was attempting to address are still with us today, and are in the process of being reformulated as part of a forthcoming Extended Evolutionary Synthesis. (shrink)

Local opposition to infrastructure projects implementing renewable energy (RE) such as wind farms is often strong even if state-wide support for RE is strikingly high. The slogan “Not In My BackYard” (NIMBY) has become synonymous for this kind of protest. This paper revisits the question of what is wrong with NIMBYs about RE projects and how to best address them. I will argue that local opponents to wind farm (and other RE) developments do not necessarily fail to contribute their fair (...) share to producing a desirable public good (clean energy). In fact, with landscape concerns being at the heart of much protest, the question of fair burden distribution becomes sidelined: landscape impacts cannot be distributed nor compensated for. Protests may be attempts to express a true conflict of (incommensurable) values. Understanding them as such will help us better address NIMBY concerns and overcome such opposition through ensuring procedural justice. (shrink)

Metaphysics is, historically as well as systematically, mostly taken to be the inquiry into reality, insofar it is considered to be: (1) the totality of everything there is; (2) of everything that exists; or (3) what is fundamental. This paper sets out to analyze the relation between all three metaphysical core notions and sketch the landscape of metaphysical theories that emerges from it. Taking The Fundamental, The Existent, and Totality to be the domains corresponding to each metaphysical object of (...) inquiry, it is argued that they stand in the settheoretical relations of: The Fundamental ⊆ The Existent ⊆ Totality. This general structure allows for a plurality of more detailed structures when we differentiate between the ones that treat at least two notions as extensionally equal and those that take them to be proper subsets. Furthermore, reductive and inflationary strategies between equating two of the notions will be differentiated, allowing for a detailed sketch of the landscape of metaphysical theories and their views on the nature of reality. In closing, it is argued that the metaphysical structure allowing for most differentiation in metaphysical status is to be preferred as it allows to adequately capture metaphysical disputes, constituting evidence for the importance of each metaphysical notion and a short plea against their conflation. (shrink)

Cultural landscapes represent a complex category where the nature-culture dichotomy seem to not be able to unfold the main features and the profound relations that humans have with the environment. Drawing on ethnographic data collected in the saltpans of Se-ovlje (Slovene Istria) and Janubio (Lanzarote--Canary Islands) this article examines informant`s perceptions about the awareness of the importance and the enhancement of the holistic values of both saltpans, as well as the impacts and benefits of tourism. Comparing these perceptions about both (...) cultural landscapes, I try to suggest that the complex fruitfully relations between humans and nature in these saltpans are at odds with the neoliberal logic of nature which exploit and commoditize its resources depriving them of their respective agency. A sustainability to contrast the harmful activities of the market ought to be understood not as a simply isolation and fencing of nature for the sake of conservation, but as a preservation that need to foster the continuity of the deep interactions between human culture and non-human nature which are the core of the cultural landscapes. (shrink)

It is expected that industrial heritage actually tells the story of the emerging capitalism highlighting the dynamic social relationship between the “workers” and the owners of the “production means”. In current times of economic crisis, it may even involve a painful past with lost social, civil, gender and/or class struggles, a depressing present with abandoned, fragmented, degraded landscapes and ravaged factories, and a hopeless future for the former workers of the local (not only) society; or just a conquerable ground for (...) controversial investments. This is certainly an emotionally charged subject matter, with multiple readings and interpretations. However, this view is only partial when facing landscape during its historical evolution process. A diachronic study, thus, embraces all resources that probably gave rise to a variety of human activities; all of them embody heritage values -“subjectively” or “objectively” perceived- their evaluation, though, is a matter of an on-going process of the civil society. Greece's landscape accommodates a diversity of diachronic productive practices that may overlap historical periods, technological evolutions and social transformations. Pre-, early and industrial exploitation of resources does not remain firm but vary according to time and the needs of each society. The comparative scale of certain resource exploitation is highlighted as the key for the assessment methodology in close relation to the specific frame of a local landscape and a historical period. Even though archaeological evidence may possibly reveal and document continuity in a range of sustainable productive processes without conflicts, great controversies emerge when new investments are “offered” as an antidote to economic crisis -not harmonized to the local scale, traumatizing thus the “spirit” of the landscape. Suggestions for incompatible productive use and investment planning imply irreversible and irreparable effects on the environment, society and economy of a region and are only faced through social awareness. Case studies of passive and/or active involvement of local communities, in synthesizing and enhance landscape’s “spirit”, its diachronic industrial heritage and the embedded tangible and intangible values, will support a pragmatic -not a suspended- step towards a sustainable future. Quoting Neil Cossons (TICCIH Congress 2012) “Industrial imperialism ensures its position and protects its future not by the conquest of distant lands as by the securing of its sources of raw materials ... The modern world is as much under the control of the major industrial powers as it ever was during the colonial era”; if such a case can the industrial heritage sector remain apolitical? (shrink)

What I should like to explore here is the experience of landscape both through the arts and as an art, an art of environmental appreciation. A clearer understanding of landscape, environment, and art, as well as what it is to "know" in the context of environmental experience, suggests how the arts can contribute to an intimate, engaged experience of landscape, and how this process itself can be construed as an art in which the perceiver is a quasi-artist. (...) I should like to do this through a re-weaving of words and ideas to propose a new fabric for understanding the relation of art, landscape, and perceiver. The threads I want to combine are four: art, environment, landscape, and knowing in the sense of appreciation. I hope to show how the loose-knit texture they form can be spread over a particular landscape in such a way that the landscape will fill the fabric and the fabric integrate the landscape. I realize that I may have over-worked my metaphor, so I shall leave it now, but I hope that it can serve as a guiding image for the relation and application of the ideas I shall be working with. (shrink)

In this text, I discuss the environmental education project "Legible Landscape ", which aims to teach inhabitants to read their landscape and develop a closer, more engaged relationship to place. I show that the project's semiotic perspective on landscape legibility tends to hamper the understanding of the moral dimension of reading landscapes, and argue that a hermeneutical perspective is better suited to acknowledge the way that readers and texts are intimately connected.

Since one of the connotations of maturity is development, the meaning of emotional maturity that we come to is to control and cultivate our ability to emote. Since this conception of emotional maturity is subsumed under a conception of the self, by describing the mechanism of the self as a process of development, we can also account for emotional maturity. The implications of this way of looking at emotional maturity, by looking at one’s self, reveal important problems about what the (...) mind is and how the mind functions in order for us to cope with and thrive in life. (shrink)

This article reconsiders the early hominid ‘‘lithic niche’’ by examining the social implications of stone artifact making. I reject the idea that making tools for use is an adequate explanation of the elaborate artifact forms of the Lower Palaeolithic, or a sufficient cause for long-term trends in hominid technology. I then advance an alternative mechanism founded on the claim that competency in making stone artifacts requires extended learning, and that excellence in artifact making is attained only by highly skilled individuals (...) who have been taught and practiced for extensive periods. Consequently both competency and expertise in knapping comes at a high learning cost for both the individual learner and the social group to which they belong. Those high intrinsic costs of learning created contexts in which groups selected cost-reducing forms of social learning and teaching, and in which specialization could develop. Artifacts and their manufacturing processes probably acquired functions as social signals—as honest signals of valuable capacities. The magnification of these signals, through competition between knappers and through inspiring later craftspeople, may account for a substantial amount of the accumulated elaboration visible in the archaeological record. Consequently lithic artifacts operated as material symbols from an early time in hominid evolution. (shrink)

This MPhil dissertation presents a novel account of teleological explanations in biology. I outline the “shorthand approach” to such explanations, on which they are taken to convey implicit evolutionary explanations. “Selected effects” accounts of teleological explanation dominate recent literature, but they struggle to accommodate teleological explanations of complex traits built through cumulative selection. I articulate the general notion of a landscape explanation, which, applied to biology, explains the evolution of complex features in a population by citing salient features of (...) the population’s fitness landscape. I show that such explanations lend themselves to a teleological shorthand. I close with remarks concerning when a teleological explanation of a trait is legitimate, and why teleological language strikes us as appropriate when we give evolutionary explanations. (shrink)

The holism-reductionism debate, one of the classic subjects of study in the philosopy of science, is currently at the heart of epistemological concerns in ecology. Yet the division between holism and reductionism does not always stand out clearly in this field. In particular, almost all work in ecosystem ecology and landscape ecology presents itself as holistic and emergentist. Nonetheless, the operational approaches used rely on conventional reductionist methodology.From an emergentist epistemological perspective, a set of general 'transactional' principles inspired by (...) the work of J. Dewey and J.K. Feibleman are proposed in an effort to develop a coherent ontological and methodological semantics. (shrink)

There is a need for enterprises to incorporate information on the environment into decision making and to take action on ecological restoration. Within academia, a comprehensive understanding of the impacts on how business can serve sustainability transformation is still lacking as diverging holistic approaches and reductive approaches cloud academic thinking. The authors take a science-policy interface perspective to cover the role of cognitive proximity, matching and coordination of scientific knowledge from diverse stakeholders for effective policy making and implementation. We show (...) through a literature review that temporal and spatial scales, soil and land degradation, institutions and ecosystem, and the role of human behavior and narrative are not adequately emphasized in sustainability research. A scale-based picture, focusing on landscapes, institutions and practices is proposed which can be used to align diverse fields by acting as “bridge” for improved science policy interface and decision making, facilitated through cognitive proximity, matching, and coordination. A case study on a business association from South India is used to demonstrate the scales based approach in practice. A scale-based approach can play a key role in connecting human behaviour, a social science thematic topic, with ecosystems, a natural science thematic topic. (shrink)

Abstract: As artificial intelligence (AI) technologies become increasingly integrated into various sectors, ethical considerations surrounding their development and deployment have become paramount. This paper explores the multifaceted ethical landscape of AI, focusing on key challenges such as bias, transparency, privacy, and accountability. It examines how these issues manifest in AI systems and their impact on society. The paper also evaluates current approaches and solutions aimed at mitigating these ethical concerns, including regulatory frameworks, ethical guidelines, and best practices for AI (...) design. By providing a comprehensive analysis of these challenges and solutions, this paper aims to contribute to the ongoing discourse on responsible AI development and implementation, advocating for a balance between technological innovation and ethical integrity. (shrink)

The themes addressed by this paper intersect the industrial heritage and its main components, from industrial archeology to the technical landscapes of production. From this point of view, the historic center of São Luís, Brazil as case study has an intrinsic relationship with the Bacanga River. It is the main landscape that is to the surroundings of the historical center tilted by the Unesco. The historic center of São Luís with the sea and the river dialogue between colonial urban (...) occupation and water as a landscape that embraces this urbanization. (shrink)

Swear words are highly colloquial expressions that have the capacity to signal the speaker's affective states, i.e., to display the speaker's feelings with respect to a certain stimulus. For this reason, swear words are often called 'expressives'. Which linguistic mechanisms allow swear words display affective states, and, more importantly, how can such 'affective content' be characterized in a theory of meaning? Even though research on expressive meaning has produced models that integrate the affective aspects of swear words in a compositional (...) framework, there is extensive evidence that swear words cannot be assigned a single or stable affective interpretation across contexts. For example, even though expletive adjectives (e.g., 'damn'), particularistic insults (e.g., 'bastard') and slurs (e.g., 'wop') typically express (and elicit) negatively valenced affective states, they can also be interpreted positively in some contexts. Thus, inspired in recent developments in formal sociolinguistics, I propose an 'indexical' approach to affective meaning. Under this approach, an affective expression is associated with a set of affective qualities, anyone of which may emerge at a given context depending on the interpreter's prior assumptions about the speaker's affective states and/or relation with the target of the swear word. To define this set, also called 'indexical field', I will use the dimensions pleasure, arousal and dominance, standardly employed in cognitive psychology to characterize and measure affective episodes. In this dissertation, thus, the affective meaning of an expression is given by the set of affective states it typically conveys within a linguistic community, but its interpretation at a given context is established by taking into account the interpreter's prior assumptions about the speaker's affective states and/or attitudes with respect to the target of the affective expression. (shrink)

Analyzing geometric properties of high-dimensional loss functions, such as local curvature and the existence of other optima around a certain point in loss space, can help provide a better understanding of the interplay between neural network structure, implementation attributes, and learning performance. In this work, we combine concepts from high-dimensional probability and differential geometry to study how curvature properties in lower-dimensional loss representations depend on those in the original loss space. We show that saddle points in the original space are (...) rarely correctly identified as such in expected lower-dimensional representations if random projections are used. The principal curvature in the expected lower-dimensional representation is proportional to the mean curvature in the original loss space. Hence, the mean curvature in the original loss space determines if saddle points appear, on average, as either minima, maxima, or almost flat regions. We use the connection between expected curvature in random projections and mean curvature in the original space (i.e., the normalized Hessian trace) to compute Hutchinson-type trace estimates without calculating Hessian-vector products as in the original Hutchinson method. Because random projections are not suitable to correctly identify saddle information, we propose to study projections along dominant Hessian directions that are associated with the largest and smallest principal curvatures. We connect our findings to the ongoing debate on loss landscape flatness and generalizability. Finally, for different common image classifiers and a function approximator, we show and compare random and Hessian projections of loss landscapes with up to about 7×10^6 parameters. (shrink)

This paper outlines a brief ecological and industrial history of Sydney Harbour before evaluating the different design strategies for post-industrial landscape architecture. Four recent projects by Sydney based landscape architects are critiqued in relation to the traditions of the Sydney Landscape School. Each project seeks to celebrate the topographic drama of Sydney Harbor with distinctive and innovative design approaches. This new Sydney Landscape School adopts a more complex approach to landscape palimpsests then the Sydney School (...) of the 1970s. (shrink)

The dynamical hypothesis states that cognitive systems are dynamical systems. While dynamical systems play an important role in many cognitive phenomena, the dynamical hypothesis as stated applies to every system and so fails both to specify what makes cognitive systems distinct and to distinguish between proposals regarding the nature of cognitive systems. To avoid this problem, I distinguish several different types of dynamical systems, outlining four dimensions along which dynamical systems can vary: total-state versus partial-state, internal versus external, macroscopic versus (...) microscopic, and systemic versus componential, and illustrate these with examples. I conclude with two illustrations of partial-state, internal, microscopic, componential dynamicism. (shrink)

This article explores the cultural contexts in which three-dimensional imaging has been developed, disseminated and used. It surveys the diverse technologies and intellectual domains that have contributed to spatial imaging, and argues that it is an important example of an interdisciplinary subject. Over the past century-and-a-half, specialists from distinct fields have devised explanations and systems for the experience of 3-D imagery. Successive audiences have found these visual experiences compelling, adapting quickly to new technical possibilities and seeking new ones. These complementary (...) interests, and their distinct perspectives, have co-evolved in lock-step. A driver for this evolution is visual culture, which has grown to value and demand the spectacular. As a result, professional and popular engagements with 3-D have had periods of both popularity and indifference, and cultural consensus has proven to be ephemeral. (shrink)

There are two main ways in which the notion of mereological fusion is usually defined in the current literature in mereology which have been labelled ‘Leśniewski fusion’ and ‘Goodman fusion’. It is well-known that, with Minimal Mereology as the background theory, every Leśniewski fusion also qualifies as a Goodman fusion. However, the converse does not hold unless stronger mereological principles are assumed. In this paper I will discuss how the gap between the two notions can be filled, focussing in particular (...) on two specific sets of principles that appear to be of particular philosophical interest. The first way to make the two notions equivalent can be used to shed some interesting light on the kind of intuition both notions seem to articulate. The second shows the importance of a little-known mereological principle which I will call ‘Mild Supplementation’. As I will show, the mereology obtained by adding Mild Supplementation to Minimal Mereology occupies an interesting position in the landscape of theories that are stronger than Minimal Mereology but weaker than what Achille Varzi and Roberto Casati have labelled ‘Extensional Mereology’. (shrink)

In an era dominated by digital connectivity, this research paper undertakes a comprehensive exploration of the intricate relationship between social media platforms and individual morality. As society becomes increasingly intertwined with online networks, it is imperative to understand how the omnipresence of social media shapes moral perceptions, influences ethical decision-making processes, and impacts the dynamics of interpersonal relationships. The study employs a multifaceted approach, drawing insights from an extensive review of existing literature and empirical studies. The synthesis of diverse perspectives (...) reveals the complex interplay between social media and morality, shedding light on both positive and negative outcomes. Online communities, as influential agents in this dynamic, play a pivotal role in the formation and dissemination of moral norms. By addressing the evolving ethical landscape in the digital age, this research not only contributes to the academic discourse surrounding social media and morality but also offers practical implications for individuals, communities, and policymakers. Acknowledging the nuanced dimensions of this relationship is essential for fostering a more informed and ethical engagement with the digital realm. (shrink)

Attention has a long history in philosophy, despite its near absence in the twentieth century. This chapter provides an overview of philosophical research on attention. It begins by explaining the concept of "selection from limitation," contrasting it with the more recent "selection for action." It reviews historical texts that discuss attention, focusing on those in the Western canon whose understanding of "attention" aligns with contemporary usage. It then describes the differential treatment of attention in phenomenology and behaviorism in the last (...) century. Finally, it discusses contemporary research by topic: attention, perception, and knowledge; attention and consciousness; attention and action; and attention and the self. It includes work by Allport,Aristotle, Astell, Augustine, Bergson, Berkeley, Block, Bradley, Buddhaghosa, Campbell, Cherry, De Brigard, Dehaene and Naccache, Descartes, Dickie, Du Bois, Ganeri, Hegel, Heidegger, James, Kant, Koch and Tsuchiya, LaBerge, Locke, Mack and Rock, Malebranche, Merleau-Ponty, Mole, Montemayor and Haladjian, Neumann, Pashler, Posner, Prinz, Reid, Rensink, Reynolds and Heeger, Treisman, Watzl, Wittgenstein, Wollstonecraft, and Wu. (shrink)

Book Review. The author asserts that scientific inquiry can tell us what we should and should not value. He says that the proper meaning of "morality" is that which leads to human flourishing and that careful observation of what in fact fulfils people is not a matter of philosophical or religious debate but rather a matter of scientific inquiry. But he fails to make the move from concern for one's own well being to concern for the well being of conscious (...) creatures generally. (shrink)

This paper endeavors to understand the research landscape of finance research in Vietnam during the period 2008 to 2020 and predict the key defining future research directions. Using the comprehensive database of Vietnam’s international publications in social sciences and humanities, we extract a dataset of 314 papers on finance topics in Vietnam from 2008 to 2020. Then, we apply a systematic approach to analyze four important themes: Structural issues, Banking system, Firm issues, and Financial psychology and behavior. Overall, there (...) have been three noticeable trends within finance research in Vietnam: (1) assessment of financial policies or financial regulation, (2) deciphering the correlates of firms’ financial performances, and (3) opportunities and challenges in adopting innovations and ideas from foreign financial market systems. Our analysis identifies several fertile areas for future research, including financial market analysis in the post-COVID-19 eras, fintech, and green finance. (shrink)

The central claim of the volume in which this chapter appears (*Fermented Landscapes*, ed. Colleen C. Myles, Univ. of Nebraska Press 2020) is that the chemical process of fermentation supplies an apt metaphor for understanding certain kinds of landscape change. The kinds of landscape change in question are, fortuitously, those often occasioned by commercial processes centered around fermentation itself: the commercial production of beer, wine, spirits, cider, cheese, and related fermented products. But what makes this metaphor apt? Which (...) kinds of landscape change are most fruitfully conceptualized as exhibiting “fermentation,” and how do they differ from other sorts of landscape change? What is it about fermentation-centered industries that effects fermentation-modeled landscape change, and when (if ever) do these industries contribute to other, different forms of landscape change? Is there any essential reason why fermentation-centered industries should create in their environs processes of transformation usefully characterized in terms of ferment? Or is this little more than a happy linguistic coincidence? In short: how much mileage do we get from this metaphor? This chapter offers a number of considerations germane to an evaluation of the “fermented landscapes” research paradigm—considerations to which readers may wish to remain alert as they study the contributions in this volume. (shrink)

Water is the source of life for our planet, guided the ancient civilizations, and formed its current footprint on the earth. Water has always been a crucial element of our biological survival; consequently, humankind has permanently settled around it while carrying the responsibility of protecting it. To understand the water pattern in various cities throughout history and analyze how the emerging problems were overcome, Istanbul Technical University Landscape Architecture Department Graduate Level Design Studio was held under the theme of (...) "Around Water". Despite the adverse effects of the Covid-19 pandemic on education, international researchers contribute to the studio in a beneficial and diversified manner with the effective use of online tools. As a result of the literature review and the online, multidisciplinary education, and research-based design requirements, a new studio method was developed. Water-based case studies worldwide produced enriched outputs. While creating new discussion environments, the diversified outcomes of the studio "Around Water" contributed to the creation of cumulative studio knowledge. (shrink)

This paper sets out to interpret the phrase ‘the city landscape’. Beginning with landscape aesthetics based on two categories — the picturesque and the sublime — the author attempts todemonstrate that a city can be interpreted in terms of a cultural landscape. This necessitates a re‑interpretation of the category of the sublime, whereby, through references to Edmund Burke, Theodor W. Adorno and Arnold Berleant, the sublime assumes the nature of a category which determines the existential situation of (...) a person in the world. Here, the sublime provides people with an impulse to undertake efforts to fashion their surroundings and forge the essence of the living world. As such, the sublime also becomes a category that promotes social activities aimed at improving the quality of life in a city, such as the activities of ‘urban gardeners’. (shrink)

Some artworks are called sublime because of their capacity to move human imagination in a different way than the experience of beauty. The following discussion explores how Van Gogh’s The Starry Night along with some of his other late landscape paintings accomplish this peculiar movement of imagination thus qualifying as sublime artworks. These artworks constitute examples of the higher aesthetic principles and must be judged according to the cosmological-aesthetic criteria for they manage to generate a transition between ethos and (...) phusis and present them in unity. Here, referring to Heraclitean, Kantian, Nietzschean and Heideggerian metaphysics and aesthetics, I propose that the principles of motion and transition be the new cosmologic-aesthetic categories for the judgment of sublime artworks as well as for the understanding of the world (Weltanschauung) they represent. (shrink)

From Joan Lindsay and cinematic master Peter Weir to Ted Kotcheff and Warwick Thornton, over past decades authors, screenwriters and filmmakers have produced films that depict the vast Australian landscape—simply referred to as terra nullius during colonial times by settlers literally confronting a continent vastly different from anything they were culturally and geographically accustomed to—as mysterious, impenetrable and ominous. Just like the dark cold of Scandinavia lends itself perfectly to contemporary Nordic Noir, the Australian New Wave or Australian Film (...) Revival of the 1970s and 1980s saw the release of films that encapsulated the eeriness of this largely rugged, arid and windswept continent, which opens up possibilities for anything to happen within those very, limitless, territories. This article analyses Weir’s Picnic at Hanging Rock (1975), Kotcheff’s horror flick par excellence Wake in Fright (1971); "the best and most terrifying film about Australia in existence" and with a TV-series remake in 2017, and Thornton’s more recent portrayal of Aboriginal misery and poverty Samson and Delilah (2009) set against a hostile urban backdrop, from a Foucauldian perspective. In its theoretical framework it also draws primarily on Freud. Heterotopia is used as a term to refer to strange, bewildering spaces that are disturbing and undecipherable—also described as “an unimaginable space, representable only in language, and as a kind of semimythical real site” (as articulated in Knight, 2017, 141). Foucault’s concept is applied in a cinematic context and used in conjunction with Freud’s notion of the uncanny as a feeling of uneasiness; or, as has been explained in his seminal text “The Uncanny” (1919), “that class of the terrifying that leads back to something long known to us, once very familiar.” We argue that these eerie, fear-induced screened narratives represent a nation whose weather-beaten, freedom-loving yet at heart anxiety-ridden people are most definitely a product of their environment. (shrink)

In this chapter, we assess the current state-of-the-art of the Hungarian sharing economy sector relying on statistics, previous surveys, and expert interviews around case examples. Although we record a fast emergence of an increasing number and a widening variety of multinational and home-grown initiatives, we also contend that in Hungary, the innovation ecosystem of the collaborative economy is still relatively feeble. The linkages that are created through these initiatives are controversial sociologically. The main end-users are highly educated young urbanites. In (...) contrast, on the service provider front, the non-formal workforce is quite vulnerable as the current regulations hardly provide any protection to platform workers. The motivations of the key players in the sector are varied, as only a few locally based initiatives are transformative. In contrast, most examples are solely linked to finding new business opportunities in a shrinking economy. (shrink)

When solving a complex problem in a group, should group members always choose the best available solution that they are aware of? In this paper, I build simulation models to show that, perhaps surprisingly, a group of agents who individually randomly follow a better available solution than their own can end up outperforming a group of agents who individually always follow the best available solution. This result has implications for the feminist philosophy of science and social epistemology.

In a series of formal studies and less formal applications, Hong and Page offer a ‘diversity trumps ability’ result on the basis of a computational experiment accompanied by a mathematical theorem as explanatory background (Hong & Page 2004, 2009; Page 2007, 2011). “[W]e find that a random collection of agents drawn from a large set of limited-ability agents typically outperforms a collection of the very best agents from that same set” (2004, p. 16386). The result has been extremely influential as (...) an epistemic justification for diversity policy initiatives. Here we show that the ‘diversity trumps ability’ result is tied to the particular random landscape used in Hong and Page’s simulation. We argue against interpreting results on that random landscape in terms of ‘ability’ or ‘expertise.’ These concepts are better modeled on smother and more realistic landscapes, but keeping other parameters the same those are landscapes on which it is groups of the best performing that do better. Smoother landscapes seem to vindicate both the concept and the value of expertise. Change in other parameters, however, also vindicates diversity. With an increase in the pool of available heuristics, diverse groups again do better. Group dynamics makes a difference as well; simultaneous ‘tournament’ deliberation in a group in place of the ‘relay’ deliberation in Hong and Page’s original model further emphasizes an advantage for diversity. ‘Tournament’ 2 dynamics particularly shows the advantage of mixed groups that include both experts and non-experts. As a whole, our modeling results suggest that relative to problem characteristics and conceptual resources, the wisdom of crowds and the wisdom of the few each have a place. We regard ours as a step toward attempting to calibrate their relative virtues in different modelled contexts of intellectual exploration. (shrink)

Facing marginalization under the Awami League and historical stigma, the BNP’s recent outreach to India signals a pivotal shift. This commentary explores how the BNP seeks to establish legitimacy, distance itself from past associations, and connect with a younger electorate by advocating for democratic principles, social justice, and individual empowerment. It argues that a renewed commitment to ethical leadership and social justice will allow the BNP to bridge socio-economic divides and appeal to a disillusioned, younger electorate. This reorientation could shape (...) a more inclusive, equitable political landscape, offering a foundation for Bangladesh’s democratic future. (shrink)

In Genesis we are told that God gathered the waters into one place, in order to let the dry land appear, which He called earth, while the waters were called seas. In the Netherlands, this process took more than a single day, and it was the work of man. Gradually, a cultivated landscape emerged out of diffuse nature. In the course of centuries, the Dutch determined the conditions that allowed different aspects of nature to present themselves. This process is (...) described as a moral geography in the sense that different types of landscape are read as a manifestations of different moral attitudes towards nature, whereas concrete landscape interventions are interpreted as instances of moral criticism directed towards the activities and values of previous generations. At present, this process is being reversed, as diffuse, wetland nature is experiencing a come-back. (shrink)