An underlying assumption in computational approaches in cognitive and brain sciences is that the nervous system is an input–output model of the world: Its input–output functions mirror certain relations in the target domains. I argue that the input–output modelling assumption plays distinct methodological and explanatory roles. Methodologically, input–output modelling serves to discover the computed function from environmental cues. Explanatorily, input–output modelling serves to account for the appropriateness of the computed function to the explanandum information-processing task. (...) I compare very briefly the modelling explanation to mechanistic and optimality explanations, noting that in both cases the explanations can be seen as complementary rather than contrastive or competing. (shrink)

In a previous paper we developed a general theory of input/output logics. These are operations resembling inference, but where inputs need not be included among outputs, and outputs need not be reusable as inputs. In the present paper we study what happens when they are constrained to render output consistent with input. This is of interest for deontic logic, where it provides a manner of handling contrary-to-duty obligations. Our procedure is to constrain the set of generators of the (...) input/output system, considering only the maximal subsets that do not yield output conflicting with a given input. When inputs are authorised to reappear as outputs, both maxichoice revision in the sense of Alchourr6n/Makinson and the default logic of Poole emerge as special cases, and there is a close relation with Reiter default logic. However, our focus is on the general case where inputs need not be outputs. We show in what contexts the consistency of input with output may be reduced to its consistency with a truth-functional combination of components of generators, and under what conditions constrained output may be obtained by a derivation that is constrained at every step. (shrink)

In a range of contexts, one comes across processes resembling inference, but where input propositions are not in general included among outputs, and the operation is not in any way reversible. Examples arise in contexts of conditional obligations, goals, ideals, preferences, actions, and beliefs. Our purpose is to develop a theory of such input/output operations. Four are singled out: simple-minded, basic (making intelligent use of disjunctive inputs), simple-minded reusable (in which outputs may be recycled as inputs), and basic reusable. (...) They are defined semantically and characterised by derivation rules, as well as in terms of relabeling procedures and modal operators. Their behaviour is studied on both semantic and syntactic levels. (shrink)

AI systems, which receive vast amounts of information including privacy information, are emerging. Protecting the privacy of the general public is an important issue for democracies. In this study, “Public space watched by AI- connected cameras” is taken as an example of an AI-system that is expected to be used for public purposes and has a relatively high privacy violation risk. It is defined as a wide public area where every point is monitored by multiple AI-connected street cameras. The following (...) four socially acceptable applications of “Public space watched by AI- connected cameras” are discussed: (1) Human/vehicle tracking, (2) Watching over children, (3) Detection of abnormal situations, (4) Criminal and terrorist behavior pattern analysis. As for privacy protection measures for AI systems, in addition to reliable protection itself, reliable recording and auditing to deter misuse and abuse is considered a prerequisite to ensure that the general public can feel secure. In this paper, the concept of “Verifiable record of AI output”, which is a verifiable and tamper-proof record and disclosure of AI output is proposed. “Verifiable record of AI output” is based on the idea that it may be more realistic to apply a simple exit control only for AI output to confirm rule conformance, rather than anonymizing huge AI inputs such as Big Data or controlling internal AI processes that are black-boxed. A concrete example of implementing “Verifiable record of AI output” in “Public space watched by AI-connected cameras” is proposed. In the “Verifiable record of AI output”, the AI system is enclosed in an outbound firewall, and only AI outputs that are confirmed to be in line with “the purpose of use approved in advance through social discussion” are allowed to be transmitted. The process from application to permission of transmission is anonymized and disclosed in a verifiable and tamper-proof manner. This public record can be verified by the general public or an auditing organization to ensure that any misuse or abuse of the AI system will be exposed. The “Verifiable record of AI output” proposed in this paper is characterized by reliable measurement and recording of AI output, and its disclosure for auditing purposes. The possibility of using this as a template to apply to other AI systems that receive Big Data input, including the privacy of the general public, is considered. (shrink)

This collection of writings provides the only comprehensive introduction to the input-output model for which Leontief was awarded the Nobel Prize in 1973. The structural approach to economics developed by Leontief, and known as input-output analysis, paved the way for the transformation of economics into a truly empirical discipline that could utilize modern data processing technology. This thoroughly revised second edition includes twenty essays--twelve of which are new to this edition--that reflect the past developments and the present state (...) of the field. Beginning with an introductory chapter, the book leads the reader into an understanding of the input-output approach--not only as formal theory but also as a research strategy and powerful tool for dealing with a complex modern economy. (shrink)

This collection of writings provides the only comprehensive introduction to the input-output model for which Leontief was awarded the Nobel Prize in 1973. The structural approach to economics developed by Leontief, and known as input-output analysis, paved the way for the transformation of economics into a truly empirical discipline that could utilize modern data processing technology. This thoroughly revised second edition includes twenty essays--twelve of which are new to this edition--that reflect the past developments and the present state (...) of the field. Beginning with an introductory chapter, the book leads the reader into an understanding of the input-output approach--not only as formal theory but also as a research strategy and powerful tool for dealing with a complex modern economy. (shrink)

In a globalizing world, governments are not always able or willing to regulate the social and environmental externalities of global business activities. Multi-stakeholder initiatives (MSI), defined as global institutions involving mainly corporations and civil society organizations, are one type of regulatory mechanism that tries to fill this gap by issuing soft law regulation. This conceptual paper examines the conditions of a legitimate transfer of regulatory power from traditional democratic nation-state processes to private regulatory schemes, such as MSIs. Democratic legitimacy is (...) typically concerned with input legitimacy (rule credibility, or the extent to which the regulations are perceived as justified) and output legitimacy (rule effectiveness, or the extent to which the rules effectively solve the issues). In this study, we identify MSI input legitimacy criteria (inclusion, procedural fairness, consensual orientation, and transparency) and those of MSI output legitimacy (rule coverage, efficacy, and enforcement), and discuss their implications for MSI democratic legitimacy. (shrink)

It remains a standing problem how and why the first nervous systems evolved. Molecular and genomic information is now rapidly accumulating but the macroscopic organization and functioning of early nervous systems remains unclear. To explore potential evolutionary options, a coordination centered view is discussed that diverges from a standard input–output view on early nervous systems. The scenario involved, the skin brain thesis, stresses the need to coordinate muscle-based motility at a very early stage. This paper addresses how this scenario (...) with its focus on coordination also deals with sensory aspects. It will be argued that the neural structure required to coordinate extensive sheets of contractile tissue for motility provides the starting point for a new multicellular organized form of sensing. Moving a body by muscle contraction provides the basis for a multicellular organization that is sensitive to external surface structure at the scale of the animal body. Instead of thinking about early nervous systems as being connected to the environment merely through input and output, the implication developed here is that early nervous systems provide the foundation for a highly specific animal sensorimotor organization in which neural activity directly reflects bodily and environmental spatiotemporal structure. While the SBT diverges from the input–output view, it is closely linked to and supported by ongoing work on embodied approaches to intelligence to which it adds a new interpretation of animal embodiment and sensorimotor organization. (shrink)

Business ethics is once again a hot topic as examples of improper business practices that violate commonly accepted ethical norms are brought to our attention. With the increasing number of scandals business schools find themselves on the defensive in explaining what they are doing to help respond to the call to teach ‘‘more’’ business ethics. This paper focuses on two issues germane to business ethics teaching efforts: the ‘‘targeted output’’ goals of teaching business ethics and when in the curriculum (...) business ethics should be taught. (shrink)

Everyday memory tasks often require that researchers focus on output-bound measures of memory. As a result, nonmemorial processes (e.g., report option and grain size) may influence recall accuracy. These nonmemorial processes, usually eliminated by laboratory researchers, have the potential to explain some anomalous results and may even be useful to enhance everyday recollection.

We translate unconstrained and constrained input/output logics as introduced by Makinson and van der Torre to modal logics, using adaptive logics for the constrained case. The resulting reformulation has some additional benefits. First, we obtain a proof-theoretic characterization of input/output logics. Second, we demonstrate that our framework naturally gives rise to useful variants and allows to express important notions that go beyond the expressive means of input/output logics, such as violations and sanctions.

This paper examines whether a classical model could be translated into a PDP network using a standard connectionist training technique called extra output learning. In Study 1, standard machine learning techniques were used to create a decision tree that could be used to classify 8124 different mushrooms as being edible or poisonous on the basis of 21 different Features (Schlimmer, 1987). In Study 2, extra output learning was used to insert this decision tree into a PDP network being (...) trained on the identical problem. An interpretation of the trained network revealed a perfect mapping from its internal structure to the decision tree, representing a precise translation of the classical theory to the connectionist model. In Study 3, a second network was trained on the mushroom problem without using extra output learning. An interpretation of this second network revealed a different algorithm for solving the mushroom problem, demonstrating that the Study 2 network was indeed a proper theory translation. (shrink)

It is a long-debated question in practical philosophy whether normative conclusions can be drawn from non-normative facts. Enoch takes sides in this controversy by denying that there can be normative output without normative input. This paper critically examines his argument from deliberative indispensability that moves from the normative indispensability of deliberation to the view that we are epistemically justified to believe that there are normative facts. I argue that the argument is defensible if some refinements are made. As I (...) show, it further proves successful against the challenge of quasi-realism, i.e., the view that we are only internally, not externally, justified to believe that mind-independent normative facts exist. (shrink)

This paper addresses the robust output feedback model predictive control schemes for networked control systems with input quantization. The logarithmic quantizer is considered in this paper, and the sector bound approach is applied, which appropriately treats the quantization error as a sector-bounded uncertainty. The presented method involves an offline designed state observer using linear matrix inequality and online robust output feedback MPC algorithms which optimize one free control move followed by the output feedback using the estimated state. (...) Moreover, due to the uncertainty of estimation error, a technique of refreshing the bound of estimation error which involves the quantization error is provided so as to guarantee the recursive feasibility of the optimization problem. The proposed MPC schemes inherit the characteristics of the synthesis approach of MPC, guaranteeing the recursive feasibility of the optimization problem and the stability of a closed-loop system, and explicitly account for quantization error. Two simulation examples are given to illustrate the effectiveness of the proposed methods. (shrink)

Actuator saturation phenomenon often exists in the actual control system, which could destroy the closed-loop performance of the system and even lead to unstable behavior. Our main contribution is to provide an antiwindup recursive dynamic surface control for a discrete-time system with an unknown state and actuator saturation. The fuzzy compensator is added to perform as an active disturbance rejection term in the feedforward path to avoid windup caused by input saturation. To construct output feedback control, the system is (...) transformed into the form of pure-feedback and an improved HOSM observer is designed to carry out future output prediction. Based on which RDSC is synthesized, only one fuzzy logic system is used and the controller singularity is completely avoided. In addition, the simulation and numeral examples using a continuous stirred tank reactors system with actuator saturation are provided and the results show that the strategy owns good robustness and effectively compensates for the disturbance caused by actuator saturation in the presence of a discrete-time system with an unmeasurable state. (shrink)

In this paper I have tried to bring together various forms of input-output accounting and analysis suited to dynamic problems. In the usual, static accounting system, the entries all relate to a single time-period and the set of accounts is completely closed. In the alternative, dynamic system suggested here, the inputs for a given period come, either in whole or in part, from the preceding period and the outputs go, either in whole or in part, to the succeeding period.Two (...) types of model can be built within the framework of this dynamic accounting structure: the conventional input-output model, in which the input coefficients are fixed; and an allocation model, in which the output co-efficients are fixed. The conventional model is appropriate to the analysis of production flows; the allocation model to that of demographic flows. These two models provide us with the main building blocks for an educational model, since as far as the human inputs are concerned the educational system is simply a partition of the demographic system, and as far as the economic inputs are concerned it is a partition of the productive system. A first attempt at combining the two was described in my earlier article. (shrink)

Whilst it is generally accepted that breast-feeding lowers the likelihood of conception, this relationship is not straightforward and there appears to be a wide variation in the effectiveness of the association between individual mother-infant pairs. Up to about 6 months post-partum breast-feeding probably can be used as a family planning method, with up to 98% effectiveness if behavioural guidelines are adhered to . But beyond this time significant variations appear between different countries, and even different communities within countries, which make (...) any overall recommendation impossible. To understand the reasons for variation in the duration of lactational infecundity it is necessary to understand the mechanisms involved, but knowledge of these processes is still far from complete. There are, nevertheless, enough data to indicate that suckling and maternal milk output are intimately linked with the return of fecundity. (shrink)

McCullough et al. recognize that revenge and forgiveness jointly constitute a functional strategic complex. However, they model the halves of the complex as outputs of modules selected for regulating dyadic relationships. This is backwards. Forgiveness is a culturally evolved institution that can be exapted for use in dyadic contexts; it would be cheap talk among dyads were it not for the shadow of society.

Distributive theories evaluate distributions of goods based on candidate recipients’ characteristics, e.g. how well off candidates are, how deserving they are, and whether they fare below sufficiency. But such characteristics vary across possible worlds, so distributive theories may differ in terms of the world which for them settles candidates’ characteristics. This paper examines how distributive theories differ in terms of whether candidate recipients’ relevant characteristics are grounded in the possible world that would take place if the distributor does not intervene (...) (call it the “input” world) or if they are grounded in each possible world that the distributor can bring about through different decisions (call each an “output” world). We illustrate the importance of this distinction in relation to one distributive theory, prioritarianism. As we show, both input and output versions of prioritarianism are plausible interpretations of the literature, and there are good reasons to take input prioritarianism seriously. Ultimately, however, we argue that input prioritarianism should be rejected. (shrink)

Education is widely accepted as important source of future economic growth and is strongly supported by public sources. Most of this support is oriented toward traditional education and industries. However, several studies show importance of creativity education as important feature for innovation and future growth. However, public support of creative industries is relatively new and most of policy measures that have been implemented are still not fully evaluated and understood. There si a strong need to look much more closer on (...) way how public education influence creative industries and what policies could be placed to strengthen positive effects of this education also in the long run. This article represents an output of the research about the creative industries support policy in Slovakia in the field of education activities. It is containing basic literature overview comparing support policies for traditional sectors and the creative industries. We analyzed conceptual documents at the national level and basic strategic documents in the regions and selected cities of the country. We also realized several interviews in different creative economy industries. Generally, creative industries in Slovakia are much less in the centre of public support policy compare to traditional industry sectors. This is also the same in case of education. Despite of wide varietyof support tools used in the world, only few of them are applied in Slovakia. Interestingly, creative industries do not strongly require more creativity in education in schools. We found out the most important support in the field of education should not be related to creativity itself, but more on the complementary skills as ICT or entrepreneurship. We also found very limited role of universities and other public institutions in creative industries success stories. (shrink)

The GOOGLE and XPRIZE $5,000,000 for the practical and socially useful utilization of the quantum computer is the starting point for ontomathematical reflections for what it can really serve. Its “output by measurement” is opposed to the conjecture for a coherent ray able alternatively to deliver the ultimate result of any quantum calculation immediately as a Dirac -function therefore accomplishing the transition of the sequence of increasingly narrow probability density distributions to their limit. The GOOGLE and XPRIZE problem’s solution (...) needs the initial understanding that the result of any quantum calculation is a wave function, or respectively, a probability (density or not) distribution unlike the Turing machine one, and only a “calculating ray” is able to transform the former into the later without any “curving” disturbances. Thus, the unique capability of the quantum computer due to its inherent quantum parallelism can be conserved for all Gödel unresolvable problems, only on the fast “NP” track of which the quantum computer “Achilles” is able practically to overrun the Turing machine “Tortoise” since the latter can “sprint” only by any “P” calculating speed even on it and unlike “Achilles” himself able for “NP” velocities as well. The way for any material body to “calculate” the certain trajectory of least action also resolves the “traveling salesman problem” in fact, therefore illustrating furthermore what the “NP” output of a quantum computer by a “calculating ray” should mean. Another example is the problem of the number of all prime numbers less than “N”, which is suggested to visualize once again the quantum computer capability to resolve problems by a “NP” speed and thus qualitatively to overrun any competing Turing machine. The technically implemented idea of laser is now reinterpreted to “radiate a wave function” in order to explain the “calculating ray” option for a quantum computer “NP” output. The generalization of an entanglement “trigger ray” described by any non-Hermitian operator (unlike a laser) is suggested as well as those “sci-fi” horizons which it reveals. One of them is meant for elucidating the practical meaning of the “Yang-Mills existence and mass gap problem”, one more of the CMI “Millennium Problems” after that of “P vs NP”. -/- . (shrink)

This article examines how affect allows us to view the relational form of dialogue, as built upon the work of Derrida and Levinas, to be a site of transformative possibility for students as they encounter and address issues of social justice and difference in the classroom. The understanding of affect that attends this form of dialogue demands from educators a re-visioning of how their educational arrangements and pedagogies might facilitate the transformative capacities of their students. Accordingly, the relational conception of (...) dialogue cannot be viewed as providing educators with another strategy or method for addressing issues of social justice and difference or for tapping into the transformative capacity of their students. Instead, it would be better viewed as pointing educators towards a different orientation towards education which is not focused upon producing particular outputs or outcomes, but does still indicate the need for a responsible response from the educator. (shrink)

There are two well-developed formalizations of discrete time dynamic systems that evidently share many concerns but suffer from a lack of mutual awareness. One formalization is classical systems and automata theory. The other is the logic of actions in which the situation and event calculi are the strongest representatives. Researchers in artificial intelligence are likely to be familiar with the latter but not the former. This is unfortunate, for systems and automata theory have much to offer by way of insight (...) into problems raised in the logics of action. This paper is an outline of how the input-output view of systems and its associated solution of state realization may be applied to the formalization of dynamics that uses a situation calculus approach. In particular, because the latter usually admits incompletely specified dynamics, which induces a non-deterministic input-output system behavior, we first show that classical state realization can still be achieved if the behavior is causal. This is a novel systems-theoretic result. Then we proceed to indicate how situation calculi dynamic specifications can be understood in systems-theoretic terms, and how automata can be viewed as models of such specifications. As techniques for reasoning about automata are abundant, this will provide yet more tools for reasoning about actions. (shrink)

This chapter explores the opportunities and limitations of the ideal of transparency in responsible innovation, by consulting the virtual case of "The Circle", a company which appears in Dave Eggers' novel The Circle. The Circle is a high-tech company with the main purpose of being responsive to societal needs. They want to eradicate unethical behaviour in society, enhance public health and make a positive impact on the environment. The ultimate goal of The Circle is to reach 100% full transparency in (...) the world, which is impossible without any societal desirability. In first instance, it is free choice of people to accept and embrace the products and services of The Circle, who invest resources in keeping customers happy and in raising awareness about the dangers of privacy. The chapter concludes that The Circle meets the requirements regarding the outcomes of responsible innovation, at least to a certain extent, while at the same time, one feels unease about certain activities they undertake. (shrink)

This paper problematizes the precision medicine approach embraced by the All of Us Research Program (US) and by Genomics England (UK) in terms of benefits distribution, by arguing that current “diversity and inclusion” efforts do not prevent exclusiveness, unless the framing and scope of the projects are revisited in public health terms. Grounded on document analysis and fieldwork interviews, this paper analyzes efforts to address potential patterns of exclusion upstream (from participating in precision medicine research) and downstream (from benefitting from (...) precision medicine outputs). It argues that efforts for inclusion upstream are not corresponded downstream, and this unbalance jeopardizes the equitable capacities of the projects. It concludes that enhanced focus on socio-environmental determinants of health and aligned public health interventions as precision medicine outputs would be to the benefit of all and especially of those who are most at risk of (upstream as well as downstream) exclusion. (shrink)

Extending and expanding Geiger and Feller’s analysis of increasing dispersion in R&D expenditures during the 1980s, the paper analyzes publication and citation counts as well as R&D expenditures for 194 top producers using Web of Science data. We find high and stable levels of inequality in the 1990s and 2000s, combined with robust growth both in the system and on individual campuses, considerable opportunities for short-range mobility and very limited opportunities for long-range mobility. Initial investments in research, private control, and (...) the capacity of wealthy institutions to attract productive faculty are associated with high levels of scientific output. New entrants to the system and those that leave the system are both clustered near the bottom of the hierarchy. (shrink)

Data envelopment analysis is a popular mathematical tool for analyzing the relative efficiency of homogenous decision-making units. However, the existing DEA models cannot tackle the newly confronted applications with imprecise and negative data as well as undesirable outputs simultaneously. Thus, we introduce undesirable outputs into modified slack-based measure model and propose an interval-modified slack-based measure model, which extends the application of interval DEA in fields that concern with less undesirable outputs. The novelties of the model are that it considers the (...) undesirable outputs while dealing with imprecise and negative data, and it is slack-based. Furthermore, the model with undesirable outputs is proven translation-invariant and unit-invariant. Moreover, a numerical example is provided to illustrate the changes of the lower and upper bounds of the efficiency score after considering the undesirable outputs. The empirical results show that, without considering undesirable outputs, most of the lower bounds of the efficiency scores will be overestimated when the DMUs are weakly efficient and inefficient. The upper bound will also change after considering undesirable outputs when the DMU is inefficient. Finally, an improved degree of preference approach is introduced to rank the DMUs. (shrink)

Governments have adopted strict home quarantine measures during the COVID-19 pandemic. A monotonous, barren, and under-stimulating environment can cause state boredom, and people often deal with boredom via novelty-seeking behavior. Novelty-seeking behavior can be divided into “novelty input” and “novelty output.” The former refers to obtaining novel information such as browsing the Web; the latter refers to engaging in creative behavior such as literary creation. This study explores the relationship between two types of novelty-seeking behavior and individual state boredom (...) during home quarantine, along with the moderation effect of trait creativity. The study sample consists of 582 Chinese college students who were quarantined at home during the COVID-19 pandemic. Participants completed the Multidimensional State Boredom Scale, the Williams Creativity Aptitude Test, and self-compiled questionnaires of novelty input and novelty output. The results show that there is no significant relationship between novelty input or novelty output and boredom during the COVID-19 quarantine. Trait creativity is found to negatively moderate the relationship between the two means of novelty seeking and boredom. Specifically, novelty output negatively predicts the state boredom of individuals with high creativity, while novelty input positively predicts the state boredom of individuals with low creativity. Our findings suggest that different novelty-seeking behaviors may have different effects on the boredom level of individuals with high versus low creativity during quarantine. During a quarantine period, individuals should avoid excessively engaging in novelty input behaviors aimed at escaping boring situations. (shrink)

The formation of blood vessels within the vascular system entails a variety of cellular processes, including proliferation, migration and differentiation. In many cases, these diverse processes need to be finely coordinated among neighbouring endothelial cells in order to establish a functional vascular network. For instance, during angiogenic sprouting specialized endothelial tip cells follow guidance cues and migrate extensively into avascular tissues while trailing stalk cells must stay connected to the patent blood vessel. The vascular endothelial growth factor (VEGF) and Notch (...) signalling pathways have emerged as the major players in governing these different cellular behaviours. In particular, recent work indicates an important role for Notch signalling in determining how an endothelial cell responds to VEGF. In this review, we provide an overview of these biochemically distinct pathways and discuss how they may interact during endothelial cell differentiation and angiogenesis. BioEssays 30:303–313, 2008. © 2008 Wiley Periodicals, Inc. (shrink)

Jörg Hansen, John Horty, and Xavier Parent and Leendert van der Torre have all recently described some sort of nonmonotonic logic to model reasons and their interactions. Horty’s framework is broader in scope than the other two, encompassing both reasoning about the relative strengths of reasons and reasoning about which reasons to consider in the first place. Hansen discusses a plethora of approaches and examples, including Horty’s, arguing that his preferred system best captures our intuitions. And Parent and van der (...) Torre present a family of systems of input/output logic, which are in some ways the most flexible. In this paper, I aim to combine these features. Without attempting to answer the question of which intuitions are the best to capture, I first argue that there are good reasons to explore systems that behave more like Hansen’s than Horty’s. I then show that Parent and van der Torre’s framework of input/output logic can exactly duplicate Hansen’s system but is flexible enough to produce other results as well. Finally, I extend their framework to include the additional kinds of reasoning Horty discusses, showing that the resulting theory can handle a wider range of cases than Horty’s. (shrink)

While there is little doubt that Algeria was of enormous importance to the theoretical output that is often recognized as French, here I would like to ask: what is at stake in re-inscribing these French intellectuals as postcolonial? In what ways did the particularities of Algerian history impact French philosophy? Indeed, if the term postcolonial is meant to describe those who were influenced by events in Algeria, then an entire generation of French thinkers might be considered postcolonial to varying (...) degrees. Surely Derrida’s oeuvre was influenced by his experiences in Algeria, but does this make him postcolonial in the same way as Jean-Paul Sartre or Pierre Bourideu, who have also become important figures in postcolonial theory? . (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Economy as a Victimizing Mechanism Erich Kitzmüller Universität Wien and Wirtschaftsuniversität Wien 1. The Enigma of Modern Economics The effects of the present economic system are remarkably ambiguous. When we compare modern society with any preceding society in history it becomes evident that the ability to produce wealth is its distinguishing feature. It also is evident that the most highly productive and technologically advanced societies of the world are (...) at the root of grave social and ecological disturbances that are pushing humankind to the edge of global catastrophe. The scope and complexity of the adverse effects and risks, of the degradation to the natural surroundings and to social cohesion, are unprecedented in history. Although those phenomena are well known, they are not widely understood. The positive effects of modern economics are evident. The outstanding capacity to produce a vast array of technical instruments and rational organizations which serve as problem solving tools have opened the way to a level ofprosperity, and indeed of affluence, that is unparalleled in the history of civilization. In sharp contrast to this story of success is, however, the equally impressive record ofdestruction. The gulf between those who possess vast material means and those who possess the minimum for survival is widening both on a global scale and within individual affluent societies. The relation between increased productivity and ecological destruction seems to parallel that between growing wealth and growing human misery. The high rate of exploitation of natural resources and the artificial changes in climate are endangering the viability of future generations to the extent that the extinction of species and cultures is, finally, not a vague, futuristic threat, but a clear and present danger to life as we know it. The economic performance of the prosperous nations today, and of modern society in general, invokes a number of critical issues that need to be 1 8 Erich Kitzmüller addressed. Why have the developed nations been so successful in achieving their high productivity through the efficient utilization of systems of organization and participation? Why have those particular success-making qualities enabled them to dominate in such a global and universal way, while their competitors retreat into an increasingly marginal economic existence? Why does the paradox exist between the global richness and success of certain societies and the destructive nature of their output? The logical cumulative question is, then, Why is the current economic system both extraordinarily productive and destructive? Paramount efficiency in the production of wealth and success Never before has society been so efficient in accumulating wealth. This is the most striking feature of the upper financial strata of humanity, of, for example, the OCED countries. Whatever factor can be singled out, the formula remains the same: high levels of input of energy and other resources, and high output in terms of tools for production and consumer goods. For decades the general trend of income, savings, investments, and consumer expenditures, whatever their fluctuations, has been upward. In spite of the grievances and alleged cases of injustice, ever growing prosperity and affluence has become the normal expected result of the economic process. Wealth is produced not only in terms of achieved output, but also in terms of the capacity to tackle any difficulties through an expansion of the economic process. This may be the most important feature of present economic performance, even more important than its excellence in increasing the output of goods and services. Wealth is accumulated, moreover, not only in terms of material goods and services, but in terms of the options we have in reacting to the reality of needs and scarcities. The real products themselves become enhanced options that specify particular means to improve technologies and to apply rational solutions to troublesome situations and, thus, to identify those situations as problems and to solve them. In the context of modem society, wealth is essentially the twofold process of the means for domination on the part of both states and companies, and of ever growing liberties. The premise is to win access to exemplary, that is to successful and happy, life styles. AU the while the focus of attraction may shift from power to the anticipated pleasure of consumption... (shrink)

Algorithms are increasingly affecting us in our daily lives. They seem to be everywhere, yet they are seldom seen by the humans dealing with the consequences that result from them. Yet, in recent theorisations, there is a risk that the algorithm is being given too much prominence. This article addresses the interaction between algorithmic outputs and the humans engaging with them by drawing on studies of two distinct empirical fields – self-quantification and audit controls of taxpayers. We explore recalibration as (...) a way to understand the practices and processes involved when, on the one hand, decisions are made based on results from algorithmic calculations in counting and accounting software, and on the other hand, when decisions are made based on human experience/knowledge. In particular, we are concerned with moments when an algorithmic output differs from expectations of ‘normalcy’ and ‘normativity’ in any given situation. This could be a ‘normal’ relation between sales and VAT deductions for a business, or a ‘normal’ number of steps one takes in a day, or ‘normative’ as it is according to the book, following guidelines and recommendations from other sources. In these moments, we argue that a process of recalibration occurs – an effortful moment where, rather than treat the algorithmic output as given, individuals’ tacit knowledge, experiences and intuition are brought into play to address the deviation from the normal and normative. (shrink)

Legislation and ethical guidelines around the globe call for effective human oversight of AI-based systems in high-risk contexts – that is oversight that reliably reduces the risks otherwise associated with the use of AI-based systems. Such risks may relate to the imperfect accuracy of systems (e.g., inaccurate classifications) or to ethical concerns (e.g., unfairness of outputs). Given the significant role that human oversight is expected to play in the operation of AI-based systems, it is crucial to better understand the conditions (...) for effective human oversight. We argue that the reliable detection of errors (as an umbrella term for inaccuracies and unfairness) is crucial for effective human oversight. We then propose that Signal Detection Theory (SDT) offers a promising framework for better understanding what affects people’s sensitivity (i.e., how well they are able to detect errors) and response bias (i.e., the tendency to report errors given a perceived evidence of an error) in detecting errors. Whereas an SDT perspective on the detection of inaccuracies is straightforward, we demonstrate its broader applicability by detailing the specifics for an SDT perspective on unfairness detection, including the need to choose a standard for (un)fairness. Additionally, we illustrate that an SDT perspective helps to better understand the conditions for effective error detection by showing examples of task-, system-, and person-related factors that may affect the sensitivity and response bias of humans tasked with detecting unfairness associated with the use of AI-based systems. Finally, we discuss future research directions for an SDT perspective on error detection. (shrink)

To explore the number of latent variables underlying recognition of own- and other-race faces for Chinese observers, we conducted a study-recognition task where orientation, stimuli type, and duration were manipulated in the study phase and applied state trace analysis as a statistic method. Results showed that each state trace plot on each pair of stimuli types matched a single monotonic curve when stimuli type was set to state factor, but separate curves between face and non-face showed up when the state (...) factor was orientation. The results implied that at least two latent variables affected recognition performance in the inversion paradigm. Besides, the unidimensional structure between own- and other-race faces regardless of the state factor suggested that Chinese participants used the same recognition mechanism for unfamiliar own- and other-race faces in the inversion paradigm. (shrink)

This dissertation is a study of how methodological issues in psychology can have significant implications for philosophical accounts of interpretation, justification, and psychological explanation. In the first chapter, I analyze traditional philosophical accounts of interpretation with an eye to identifying the ways in which philosophers have used rationality as a methodological tool. I argue that these forms of methodological rationalism do not successfully cope with the challenge from the heuristics and biases research program which generally argues that human judgment is (...) irrational. In the second chapter, I trace cognitive psychology's disciplinary trend to study conditions that facilitate rational rather than irrational judgment. This trend suggests we should seek to make rational judgment an object of study rather than a default methodology for the process of studying psychological judgment. I argue that social and moral interests in promoting cognitive health motivate and justify the interest in discovering conditions that promote rational rather than irrational judgment. I call this normative account of applied cognitive psychology ecological rationalism. In the third chapter, I argue that psychology's disciplinary interest in creating valid questionnaires motivates discovering the conditions of successful communication. I discuss the methodological lessons that the Gricean turn in psychological research brings to questionnaire design: in particular, the Gricean turn imposes evidential requirements on psychological research about the conditions of successful versus unsuccessful communication for specific contexts and the conversational norms governing communication in experimental conditions. In the fourth chapter, I argue that some methodological critiques of the heuristics and biases research program have intimate connections to naturalized epistemology: in particular, the ways in which Gerd Gigerenzer thinks cognitive processes should be specified for the sake of explaining human judgment suggest that cognitive psychology and naturalized epistemology are disciplines with shared explanatory goals. I argue that both invoke cognitive processes to explain the psychological transformation of inputs to output-beliefs; and both seek to explain the epistemic status of output-beliefs by reference to the same cognitive process invoked to explain its production. To close, I make a few observations on how the shared explanatory goals between cognitive psychology and naturalized epistemology recasts traditional challenges facing reliabilism. (shrink)

The present study explores the contribution of the Slovak philosophical school, which uniquely grasped the European and Czechoslovak heritage of phenomenology and existential philosophy. In the text, the authors present a congenial and undeniably up-to-date concept of syncriticism as developed by Jozef Piaček and analyse its contribution to Slovak philosophical discourse and more broadly, in the dialogue of phenomenology and existential philosophy in Slovakia. In the study, the authors also examine the cultural-philosophical starting points and specifics of Slovak modern philosophy (...) and postmodern thinking as phenomena of the Central European intellectual space in the context of thinking about the unique and inspiring project of perichronosophy as a thematic invariant developed at philosophical workplaces in Central Europe (Comenius University Bratislava, Trnava University Trnava, Charles University Prague, Masaryk University Brno). Jozef Piaček has been affiliated with the Faculty of Arts, Comenius University for many years, studied under Jan Patočka and is an expert on Husserl’s phenomenology. He has continuously developed a unique philosophical approach involving syncriticism and perichronosophy, which continues to resonate with his students at academic institutions in Slovakia and abroad. Piaček published several monographs and papers on the subject of syncriticism. The platform of living philosophy is his concept of a digital philosophical encyclopaedia, where he archives all publication outputs on the subject of the philosophy of syncriticism. This text will present Piaček’s concept of perichronosophy and concordance in Slovak philosophy, more broadly in phenomenology, as well as in the context of Patočka’s themes (philosophy as care for the soul in the village) with implications for the philosophy of education and philosophical therapy (dasein-analysis). (shrink)

Philosophy (and its corollaries in the human sciences such as literary, social and political theory) is distinguished from other disciplines by a more thoroughgoing emphasis on the a priori. Philosophy makes no claims to predictive power; nor does it aim to conform to popular opinion (beyond ordinary intuitions as recorded by ‘thought experiments’). Many philosophers view the discipline’s self-exemption from ‘real world’ empirical testing as a non-issue or even an advantage, in allowing philosophy to focus on universal and necessary truths. (...) This article argues otherwise. The non-instrumentality of philosophical discourse renders it into a collective private language, impairing the discipline’s ability to judge the quality of its own output. The natural sciences and other technical disciplines offer the non-expert ‘windows of scrutiny’ into their respective methodologies, through numerous findings that can be easily and independently tested by amateurs. Such outside scrutiny provides a mechanism of external quality control, mitigating the internal effects of cognitive bias and institutionalised conformity upon the discourses of technical disciplines. In contrast, the conclusions of philosophy are not testable without in-depth knowledge of the methods by which they are arrived at; knowledge which can apparently only be gained through an extensive program of study, in philosophy. This epistemic circularity renders the program (even one of self-study) into a ‘black box’ in which the internal influence of cognitive biases and conformity effects cannot be independently assessed. The black box of philosophy is, in all relevant respects, analogous to the black box of the Cartesian mind that is the subject of Wittgenstein’s private language argument. (shrink)

PurposeAs a new human resource management practice, idiosyncratic deals are personalized employment arrangements negotiated between employees and employers and intended to benefit them both. It plays an important role in attracting, retaining and motivating employees to promote breakthrough innovation. Based on the input-process-output model, this paper examines the relationship between team idiosyncratic deals and team breakthrough innovation, the mediating role of team exploratory-exploitative knowledge sharing, and the moderating roles of team transactive memory systems and team cognitive flexibility.Participants and methodsIn (...) order to reduce the effects of common method biases and causal lag effect, this study is divided into three stages for data collection, with a time interval of 1 month. Eighty teams from six enterprises in Shanghai and Hangzhou were selected as samples, and the hypothesis test was carried out by hierarchical regression analysis, bootstrap, and Johnson-Neyman method.ResultsThe results show that higher team idiosyncratic deals are associated with higher team breakthrough innovation through higher team exploratory-exploitative knowledge sharing, and that team transactive memory systems and team cognitive flexibility positively moderate the mediating effect of team exploratory-exploitative knowledge sharing in the relationship between team idiosyncratic deals and team breakthrough innovation in the first stage and the second stage, respectively. Under the joint effect of high team transactive memory systems and high team cognitive flexibility, the mediating effect of team exploratory-exploitative knowledge sharing is stronger.ConclusionThe research results break through the previous research framework of social exchange theory, and I-P-O model to explore the influence mechanism of team idiosyncratic deals, in order to promote the sustainable growth of team breakthrough innovation through this non-standard work arrangement. It is hoped that this research can inspire modern enterprises to create team idiosyncratic deals for valuable teams engaged in breakthrough innovation, which are more conducive to give full play to their heterogeneous talents, and finally help enterprises break through the industry bottleneck and win the market competition. (shrink)

The introduction of the ‘National Strategies’ for primary education in 1998, positioned ‘strategy’ as a powerful instrument for mobilising the school ‘workforce’ in England in the cause of continuous improvement. Government approaches to strategy formulation and enactment appear to reflect an instrumentalist orientation found in many mainstream strategic management publications. This paper reflects on how the strategic pursuit of quick, ‘spectacular’ gains may lead to the loss of ethics of care. Phenomenological insights into modes of being-in-the-world are drawn upon to (...) suggest that a preoccupation with strategy and its accompanying ‘toolkit’ of targets, standards and inspections diminishes a deeper engagement with the meaning and purpose of education. Based on Heidegger’s premise that understanding is at the core of being human, it is posited that the concern with ‘spectacular’ outputs is both superficial and potentially de-humanising. At the root of strategic thinking and the resulting forgetfulness of being is the Cartesian dogma and its dualistic (mis)understandings. (shrink)

This paper presents a novel perspective on an evolving policy area. The UK’s withdrawal from the EU has led to the creation of a new Agriculture Act and proposals for significant changes to the way farming subsidies are structured in England. Underpinned by a ‘public money for public goods’ approach, where public goods are those outputs from the farm system which are not rewarded by markets, yet which provide benefits to many members of society. New schemes include the Animal Health (...) and Welfare Pathway, where certain aspects of farm animal health and welfare (FAHW) will be subsidised through government support, raising a much-debated issue in the literature regarding the representation of FAHW as a public good. For policy to be responsive to societal demands and accountable to citizens, understanding public attitudes and preferences towards FAHW as a public good, and how the public might prioritise this in relation to a wider suite of environmental public goods from farming, is important. An online survey of 521 members of the UK public was conducted and analysed with descriptive statistics and ordered logistic regression. Findings reveal low awareness of the changing agricultural policy context, but strong support for public money being used to provide public goods, particularly for FAHW. Findings also indicate a need for more effective public communication of farming and FAHW issues from farming stakeholders to ensure public policy in this domain is responsive and accountable to its citizens. Further work is needed to inform future debates and engagement surrounding FAHW, including through which combination of funding mechanisms (public or private) it is provided. (shrink)

In this chapter we will investigate the nature of abstraction in detail, its entwinement with logical thinking, and the general role it plays for the mind. We find that non-logical capabilities are not only important for input processing, but also for output processing. Human beings jointly use analytic and embodied capacities for thinking and acting, where analytic thinking mirrors reflection and logic, and where abstraction is the form in which embodied thinking is revealed to us. We will follow the (...) philosophical analyses of Heidegger and Polanyi to elaborate the fundamental difference between abstraction and logics and how they come together in the mind. If computational approaches to mind are to be successful, they must be able to recognize meaningful and salient elements of a context and engage in abstraction. Computational minds must be able to imagine and volitionally blend abstractions as a way of recognizing gestalt contexts. And it must be able to discern the validity of these blendings in ways that, in humans, arise from a sensus communis. (shrink)

Background Citizen science is increasingly prevalent in the biomedical sciences, including the field of human genomics. Genomic citizen science initiatives present new opportunities to engage individuals in scientific discovery, but they also are provoking new questions regarding who owns the outputs of the research, including intangible ideas and discoveries and tangible writings, tools, technologies, and products. The legal and ethical claims of participants to research outputs become stronger—and also more likely to conflict with those of institution-based researchers and other stakeholders—as (...) participants become more involved, quantitatively and qualitatively, in the research process. It is not yet known, however, how genomic citizen science initiatives are managing the interests of their participants in accessing and controlling research outputs in practice. To help fill this gap, we conducted an in-depth review of relevant policies and practices of U.S.-based genomic citizen science initiatives. Methods We queried the peer-reviewed literature and grey literature to identify 22 genomic citizen science initiatives that satisfied six inclusion criteria. A data collection form was used to capture initiative features, policies, and practices relevant to participants’ access to and control over research outputs. Results This analysis revealed that the genomic citizen science landscape is diverse and includes many initiatives that do not have institutional affiliations. Two trends that are in apparent tension were identified: commercialization and operationalization of a philosophy of openness. While most initiatives supported participants’ access to research outputs, including datasets and published findings, none supported participants’ control over results via intellectual property, licensing, or commercialization rights. However, several initiatives disclaimed their own rights to profit from outputs. Conclusions There are opportunities for citizen science initiatives to incorporate more features that support participants’ access to and control over research outputs, consistent with their specific objectives, operations, and technical capabilities. (shrink)

There is a whole discussion around the genuine/non genuine appurtenance of the Fractal Art to the Art (Ken Keller, Tad Boniecki, Noel Huntley a.o.). Fractal Art is a new way to manipulate shapes, colors and light. It is a subclass of the visual digital art that could describe as that art form produced using a computer (PC, Mac), fractal and graphical software and output devices (monitors, plotters, printers etc.) or using fractal rules and traditional painting techniques (example: Pollock) as (...) essential tools in the creative process. It is crucial to understand that the use of a computer is not a sine qua non condition, even most of the fractal artworks were digitally realized. Fractal Art is an experimental art, engaging in a new way the relations between Creator and Work. Fractal Art has a genuine equilibrium between “pragmatic” and “theoretic”. It is rather about “discovering” than “manufacturing”, rather “evocation” than “mimesis”. The conclusion has to be: Fractal Art is a genuine art form. (shrink)

Cook (1995) criticized Kosslyn, Chabris, Marsolek & Koenig's (1992) network simulation models of spatial relations encoding in part because the absolute position of a stimulus in the input array was correlated with its spatial relation to a landmark; thus, on at least some trials, the networks did not need to compute spatial relations. The network models reported here include larger input arrays, which allow stimuli to appear in a large range of locations with an equal probability of being above or (...) below a “bar,” thus eliminating the confound present in earlier models. The results confirm the original hypothesis that as the size of the network's receptive fields increases, performance on a coordinate spatial relations task (which requires computing precise, metric distance) will be relatively better than on a categorical spatial relations task (which requires computing above/below relative to a landmark). (shrink)

In this paper I analyze representations of scholarly output for the purpose of identifying corrupt practices. Accordingly, the components of output—price, quantity, and time—are examined. A key part of the analysis is recognizing the unique role that the scholarly community plays in scholarship and the implications this has for the roles of groups other than the scholarly community. Finally, a survey of students indicates that particular representations of scholarly output are viewed by students as unethical.

This study focused on the identification problems of two-input single-output system with moving average noises based on unsupervised learning methods applied to the input signals. The input signal to the autoregressive moving average model is proposed to be arriving from a source with continuous technical and environmental changes as two separate featured input signals. These two input signals were grouped in a number of clusters using the K-means clustering algorithm. The clustered input signals were supplied to the model in (...) an orderly fashion from cluster-1 up to cluster-K. To ensure that the output signal can be best predicted from the input signal which in turn leads to selecting good enough model for its intended use, the magnitude-squared coherence measure is applied to the input/output signals in the cases of clustered and nonclustered inputs, which indicates best correlation coefficient when measured with clustered inputs. From collected input-output signals, we deduce a K-means clustering based recursive least squares method for estimating the parameter of autoregressive moving average system. The simulation results indicate that the suggested method is effective. (shrink)

Relevance logic is ordinarily seen as a subsystem of classical logic under the translation that replaces arrows by horseshoes. If, however, we consider the arrow as an additional connective alongside the horseshoe, then another perspective emerges: the theses of relevance logic, specifically the system R, may also be seen as the output of a conservative extension of the relation of classical consequence. We describe two ways in which this may be done. One is by defining a suitable closure relation (...) out of the set of theses of relevance logic; the other is by adding to the usual natural deduction system for it further rules with ‘projective constraints’, whose application restricts the subsequent application of other rules. The significance of the two constructions is also discussed. (shrink)

This article is divided into three parts: the problem (globalized learning); the consequences (for general music education); and the vision (the music teacher as a cultural figure). In the first part, I claim that the current learning agenda is being increasingly instrumentalized as a carrier of a global education policy driven by technical rationality. In the second part, a range of possible implications of this paradigm for music education are outlined. What is being sacrificed on the altar of learning measurement (...) is the crucial ability of schooling to be ingrained in the historical, cultural, musical background-understanding of the world. Thus, the world of schooling slowly becomes reduced to a neutral, geometrical space of measured performance governed by input-output/producerconsumer calculations. Finally, in the third part, I pick up some ideas from the German phenomenologist Martin Heidegger to suggest an open possibility for today's music teachers to act as cultural figures for their subject. Such action is about disclosing a shared, common world in which music since prehistoric times has belonged by way of all kinds of communal acts. This crucial point invites music teachers to create and nurture marginal spaces together, where the output-oriented school paradigm temporarily becomes suspended. (shrink)