Results for 'Alignment'

40 found
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  1.  33
    Robustness to Fundamental Uncertainty in AGI Alignment.G. G. Worley Iii - 2020 - Journal of Consciousness Studies 27 (1-2):225-241.
    The AGI alignment problem has a bimodal distribution of outcomes with most outcomes clustering around the poles of total success and existential, catastrophic failure. Consequently, attempts to solve AGI alignment should, all else equal, prefer false negatives (ignoring research programs that would have been successful) to false positives (pursuing research programs that will unexpectedly fail). Thus, we propose adopting a policy of responding to points of philosophical and practical uncertainty associated with the alignment problem by limiting and (...)
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  2. Control and Flexibility of Interactive Alignment: Mobius Syndrome as a Case Study.John Michael, Kathleen Bogart, Kristian Tylen, Joel Krueger, Morten Bech, John R. Ostergaard & Riccardo Fusaroli - 2014 - Cognitive Processing 15 (1):S125-126.
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  3.  56
    Robustness to Fundamental Uncertainty in AGI Alignment.I. I. I. G. Gordon Worley - manuscript
    The AGI alignment problem has a bimodal distribution of outcomes with most outcomes clustering around the poles of total success and existential, catastrophic failure. Consequently, attempts to solve AGI alignment should, all else equal, prefer false negatives (ignoring research programs that would have been successful) to false positives (pursuing research programs that will unexpectedly fail). Thus, we propose adopting a policy of responding to points of metaphysical and practical uncertainty associated with the alignment problem by limiting and (...)
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  4. The Role of Foundational Relations in the Alignment of Biomedical Ontologies.Barry Smith & Cornelius Rosse - 2004 - In M. Fieschi, E. Coiera & Y.-C. J. Li (eds.), Medinfo. IOS Press. pp. 444-448.
    The Foundational Model of Anatomy (FMA) symbolically represents the structural organization of the human body from the macromolecular to the macroscopic levels, with the goal of providing a robust and consistent scheme for classifying anatomical entities that is designed to serve as a reference ontology in biomedical informatics. Here we articulate the need for formally clarifying the is-a and part-of relations in the FMA and similar ontology and terminology systems. We diagnose certain characteristic errors in the treatment of these relations (...)
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  5. Biomedical Ontology Alignment: An Approach Based on Representation Learning.Prodromos Kolyvakis, Alexandros Kalousis, Barry Smith & Dimitris Kiritsis - 2018 - Journal of Biomedical Semantics 9 (21).
    While representation learning techniques have shown great promise in application to a number of different NLP tasks, they have had little impact on the problem of ontology matching. Unlike past work that has focused on feature engineering, we present a novel representation learning approach that is tailored to the ontology matching task. Our approach is based on embedding ontological terms in a high-dimensional Euclidean space. This embedding is derived on the basis of a novel phrase retrofitting strategy through which semantic (...)
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  6. AI Alignment Problem: “Human Values” Don’T Actually Exist.Alexey Turchin - manuscript
    Abstract. The main current approach to the AI safety is AI alignment, that is, the creation of AI whose preferences are aligned with “human values.” Many AI safety researchers agree that the idea of “human values” as a constant, ordered sets of preferences is at least incomplete. However, the idea that “humans have values” underlies a lot of thinking in the field; it appears again and again, sometimes popping up as an uncritically accepted truth. Thus, it deserves a thorough (...)
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  7. The Evaluation of Ontologies: Toward Improved Semantic Interoperability.Leo Obrst, Werner Ceusters, Inderjeet Mani, Steve Ray & Barry Smith - 2006 - In Chris Baker & Kei H. Cheung (eds.), Semantic Web: Revolutionizing Knowledge Discovery in the Life Sciences. Springer. pp. 139-158.
    Recent years have seen rapid progress in the development of ontologies as semantic models intended to capture and represent aspects of the real world. There is, however, great variation in the quality of ontologies. If ontologies are to become progressively better in the future, more rigorously developed, and more appropriately compared, then a systematic discipline of ontology evaluation must be created to ensure quality of content and methodology. Systematic methods for ontology evaluation will take into account representation of individual ontologies, (...)
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  8. Relationship Between Corporate Governance and Information Security Governance Effectiveness in United States Corporations.Dr Robert E. Davis - 2017 - Dissertation, Walden
    Cyber attackers targeting large corporations achieved a high perimeter penetration success rate during 2013, resulting in many corporations incurring financial losses. Corporate information technology leaders have a fiduciary responsibility to implement information security domain processes that effectually address the challenges for preventing and deterring information security breaches. Grounded in corporate governance theory, the purpose of this correlational study was to examine the relationship between strategic alignment, resource management, risk management, value delivery, performance measurement implementations, and information security governance (ISG) (...)
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  9.  67
    Machines Learning Values.Steve Petersen - forthcoming - In S. Matthew Liao (ed.), Ethics of Artificial Intelligence. New York, USA: Oxford University Press.
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  10. Superintelligence as a Cause or Cure for Risks of Astronomical Suffering.Kaj Sotala & Lukas Gloor - 2017 - Informatica: An International Journal of Computing and Informatics 41 (4):389-400.
    Discussions about the possible consequences of creating superintelligence have included the possibility of existential risk, often understood mainly as the risk of human extinction. We argue that suffering risks (s-risks) , where an adverse outcome would bring about severe suffering on an astronomical scale, are risks of a comparable severity and probability as risks of extinction. Preventing them is the common interest of many different value systems. Furthermore, we argue that in the same way as superintelligent AI both contributes to (...)
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  11. Global Solutions Vs. Local Solutions for the AI Safety Problem.Alexey Turchin - 2019 - Big Data Cogn. Comput 3 (1).
    There are two types of artificial general intelligence (AGI) safety solutions: global and local. Most previously suggested solutions are local: they explain how to align or “box” a specific AI (Artificial Intelligence), but do not explain how to prevent the creation of dangerous AI in other places. Global solutions are those that ensure any AI on Earth is not dangerous. The number of suggested global solutions is much smaller than the number of proposed local solutions. Global solutions can be divided (...)
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  12. Shortcuts to Artificial Intelligence.Nello Cristianini - forthcoming - In Marcello Pelillo & Teresa Scantamburlo (eds.), Machines We Trust. MIT Press.
    The current paradigm of Artificial Intelligence emerged as the result of a series of cultural innovations, some technical and some social. Among them are apparently small design decisions, that led to a subtle reframing of the field’s original goals, and are by now accepted as standard. They correspond to technical shortcuts, aimed at bypassing problems that were otherwise too complicated or too expensive to solve, while still delivering a viable version of AI. Far from being a series of separate problems, (...)
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  13. An Ontological Approach to Representing the Product Life Cycle.J. Neil Otte, Dimitris Kiritsi, Munira Mohd Ali, Ruoyu Yang, Binbin Zhang, Ron Rudnicki, Rahul Rai & Barry Smith - 2019 - Applied Ontology 14 (2):1-19.
    The ability to access and share data is key to optimizing and streamlining any industrial production process. Unfortunately, the manufacturing industry is stymied by a lack of interoperability among the systems by which data are produced and managed, and this is true both within and across organizations. In this paper, we describe our work to address this problem through the creation of a suite of modular ontologies representing the product life cycle and its successive phases, from design to end of (...)
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  14.  90
    Lost in the Socially Extended Mind: Genuine Intersubjectivity and Disturbed Self-Other Demarcation in Schizophrenia.Tom Froese & Joel Krueger - forthcoming - In Christian Tewes & Giovanni Stanghellini (eds.), Time and Body: Phenomenological and Psychopathological Approaches. Cambridge, UK:
    Much of the characteristic symptomatology of schizophrenia can be understood as resulting from a pervasive sense of disembodiment. The body is experienced as an external machine that needs to be controlled with explicit intentional commands, which in turn leads to severe difficulties in interacting with the world in a fluid and intuitive manner. In consequence, there is a characteristic dissociality: Others become problems to be solved by intellectual effort and no longer present opportunities for spontaneous interpersonal alignment. This dissociality (...)
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  15.  41
    The stability of traits conception of the hologenome: An evolutionary account of holobiont individuality.Javier Suárez - 2020 - History and Philosophy of the Life Sciences 42 (1):1-27.
    Bourrat and Griffiths :33, 2018) have recently argued that most of the evidence presented by holobiont defenders to support the thesis that holobionts are evolutionary individuals is not to the point and is not even adequate to discriminate multispecies evolutionary individuals from other multispecies assemblages that would not be considered evolutionary individuals by most holobiont defenders. They further argue that an adequate criterion to distinguish the two categories is fitness alignment, presenting the notion of fitness boundedness as a criterion (...)
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  16. On the Application of Formal Principles to Life Science Data: A Case Study in the Gene Ontology.Jacob Köhler, Anand Kumar & Barry Smith - 2004 - In Proceedings of DILS 2004 (Data Integration in the Life Sciences), (Lecture Notes in Bioinformatics 2994). Berlin: Springer. pp. 79-94.
    Formal principles governing best practices in classification and definition have for too long been neglected in the construction of biomedical ontologies, in ways which have important negative consequences for data integration and ontology alignment. We argue that the use of such principles in ontology construction can serve as a valuable tool in error-detection and also in supporting reliable manual curation. We argue also that such principles are a prerequisite for the successful application of advanced data integration techniques such as (...)
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  17. Development of a Manufacturing Ontology for Functionally Graded Materials.Francesco Furini, Rahul Rai, Barry Smith, Georgio Colombo & Venkat Krovi - 2016 - In Proceedings of International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC/CIE).
    The development of manufacturing technologies for new materials involves the generation of a large and continually evolving volume of information. The analysis, integration and management of such large volumes of data, typically stored in multiple independently developed databases, creates significant challenges for practitioners. There is a critical need especially for open-sharing of data pertaining to engineering design which together with effective decision support tools can enable innovation. We believe that ontology applied to engineering (OE) represents a viable strategy for the (...)
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  18. Changing Rulers in the Soul: Psychological Transitions in Republic 8-9.Mark A. Johnstone - 2011 - Oxford Studies in Ancient Philosophy 41:139-67.
    In this paper, I consider how each of the four main kinds of corrupt person described in Plato's Republic, Books 8-9, first comes to be. Certain passages in these books can give the impression that each person is able to determine, by a kind of rational choice, the overall government of his/her soul. However, I argue, this impression is mistaken. Upon careful examination, the text of books 8 and 9 overwhelmingly supports an alternative interpretation. According to this view, the eventual (...)
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  19. Joint Doctrine Ontology: A Benchmark for Military Information Systems Interoperability.Peter Morosoff, Ron Rudnicki, Jason Bryant, Robert Farrell & Barry Smith - 2015 - In Semantic Technology for Intelligence, Defense and Security (STIDS). CEUR vol. 1325. pp. 2-9.
    When the U.S. conducts warfare, elements of a force are drawn from different services and work together as a single team to accomplish an assigned mission. To achieve such unified action, it is necessary that the doctrines governing the actions of members of specific services be both consistent with and subservient to joint Doctrine. Because warfighting today increasingly involves not only live forces but also automated systems, unified action requires that information technology that is used in joint warfare must be (...)
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  20. Conditional Degree of Belief and Bayesian Inference.Jan Sprenger - 2020 - Philosophy of Science 87 (2):319-335.
    Why are conditional degrees of belief in an observation E, given a statistical hypothesis H, aligned with the objective probabilities expressed by H? After showing that standard replies are not satisfactory, I develop a suppositional analysis of conditional degree of belief, transferring Ramsey’s classical proposal to statistical inference. The analysis saves the alignment, explains the role of chance-credence coordination, and rebuts the charge of arbitrary assessment of evidence in Bayesian inference. Finally, I explore the implications of this analysis for (...)
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  21. A Unified Account of General Learning Mechanisms and Theory‐of‐Mind Development.Theodore Bach - 2014 - Mind and Language 29 (3):351-381.
    Modularity theorists have challenged that there are, or could be, general learning mechanisms that explain theory-of-mind development. In response, supporters of the ‘scientific theory-theory’ account of theory-of-mind development have appealed to children's use of auxiliary hypotheses and probabilistic causal modeling. This article argues that these general learning mechanisms are not sufficient to meet the modularist's challenge. The article then explores an alternative domain-general learning mechanism by proposing that children grasp the concept belief through the progressive alignment of relational structure (...)
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  22.  79
    The Ontology-Epistemology Divide: A Case Study in Medical Terminology.OIivier Bodenreider, Barry Smith & Anita Burgun - 2004 - In Achille Varzi & Laure Vieu (eds.), Formal Ontology in Information Systems. Proceedings of the Third International Conference (FOIS 2004). IOS Press.
    Medical terminology collects and organizes the many different kinds of terms employed in the biomedical domain both by practitioners and also in the course of biomedical research. In addition to serving as labels for biomedical classes, these names reflect the organizational principles of biomedical vocabularies and ontologies. Some names represent invariant features (classes, universals) of biomedical reality (i.e., they are a matter for ontology). Other names, however, convey also how this reality is perceived, measured, and understood by health professionals (i.e., (...)
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  23. Survey-Based Naming Conventions for Use in OBO Foundry Ontology Development.Schober Daniel, Barry Smith, Lewis Suzanna, E. Kusnierczyk, Waclaw Lomax, Jane Mungall, Chris Taylor, F. Chris, Rocca-Serra Philippe & Sansone Susanna-Assunta - 2009 - BMC Bioinformatics 10 (1):125.
    A wide variety of ontologies relevant to the biological and medical domains are available through the OBO Foundry portal, and their number is growing rapidly. Integration of these ontologies, while requiring considerable effort, is extremely desirable. However, heterogeneities in format and style pose serious obstacles to such integration. In particular, inconsistencies in naming conventions can impair the readability and navigability of ontology class hierarchies, and hinder their alignment and integration. While other sources of diversity are tremendously complex and challenging, (...)
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  24. Aligning with the Good.Benjamin Mitchell-Yellin - 2015 - Journal of Ethics and Social Philosophy (2):1-8.
    IN “CONSTRUCTIVISM, AGENCY, AND THE PROBLEM of Alignment,” Michael Bratman considers how lessons from the philosophy of action bear on the question of how best to construe the agent’s standpoint in the context of a constructivist theory of practical reasons. His focus is “the problem of alignment”: “whether the pressures from the general constructivism will align with the pressures from the theory of agency” (Bratman 2012: 81). He thus brings two lively literatures into dialogue with each other. This (...)
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  25.  89
    Training in Compensatory Strategies Enhances Rapport in Interactions Involving People with Möebius Syndrome.John Michael, Kathleen Bogart, Kristian Tylen, Joel Krueger, Morten Bech, John R. Ostergaard & Riccardo Fusaroli - 2015 - Frontiers in Neurology 6 (213):1-11.
    In the exploratory study reported here, we tested the efficacy of an intervention designed to train teenagers with Möbius syndrome (MS) to increase the use of alternative communication strategies (e.g., gestures) to compensate for their lack of facial expressivity. Specifically, we expected the intervention to increase the level of rapport experienced in social interactions by our participants. In addition, we aimed to identify the mechanisms responsible for any such increase in rapport. In the study, five teenagers with MS interacted with (...)
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  26. From Concepts to Clinical Reality: An Essay on the Benchmarking of Biomedical Terminologies.Barry Smith - 2006 - Journal of Biomedical Informatics 39 (3):288-298.
    It is only by fixing on agreed meanings of terms in biomedical terminologies that we will be in a position to achieve that accumulation and integration of knowledge that is indispensable to progress at the frontiers of biomedicine. Standardly, the goal of fixing meanings is seen as being realized through the alignment of terms on what are called ‘concepts’. Part I addresses three versions of the concept-based approach – by Cimino, by Wüster, and by Campbell and associates – and (...)
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  27. A Strategy for Improving and Integrating Biomedical Ontologies.Cornelius Rosse, Anand Kumar, Jose L. V. Mejino, Daniel L. Cook, Landon T. Detwiler & Barry Smith - 2005 - In Proceedings of the Annual Symposium of the American Medical Informatics Association. AMIA. pp. 639-643.
    The integration of biomedical terminologies is indispensable to the process of information integration. When terminologies are linked merely through the alignment of their leaf terms, however, differences in context and ontological structure are ignored. Making use of the SNAP and SPAN ontologies, we show how three reference domain ontologies can be integrated at a higher level, through what we shall call the OBR framework (for: Ontology of Biomedical Reality). OBR is designed to facilitate inference across the boundaries of domain (...)
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  28. The Pledge of Allegiance: A Reading.Richard Oxenberg - 2017 - Political Animal Magazine.
    In the Pledge of Allegiance we pledge our loyalty, not to the United States as it may exist at any particular moment, but to the flag and what it represents: an ideal United States that maintains "liberty and justice for all." When we say the Pledge we commit ourselves to this ideal, and to the ongoing struggle of bringing our actual nation into alignment with it.
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  29. Colour Spectral Counterpoints. Case Study on Aestetic Judgement in the Experimental Sciences.Olaf L. Müller - 2009 - In Ingo Nussbaumer & Galerie Hubert Winter (eds.), Restraint versus Intervention: Painting as Alignment. Verlag für moderne Kunst.
    When it became uncool to speak of beauty with respect to pieces of art, physicists started claiming that their results are beautiful. They say, for example, that a theory's beauty speaks in favour of its truth, and that they strive to perform beautiful experiments. What does that mean? The notion cannot be defined. (It cannot be defined in the arts either). Therefore, I elucidate it with examples of optical experimentation. Desaguliers' white synthesis, for example, is more beautiful than Newton's, and (...)
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  30. The View From Somewhere - Investigations Pertaining to the Implications of the Impurity of the Third- and the First-Person-Perspective.John Haglund - forthcoming - Continental Philosophy Review.
    The old duality that eventually came to produce the mind/body-problem indicates the problem of transcendental subjectivity. The enduring significance of this problem shows itself in a provocation of any paradigm that has become too objectivistic, too naturalistic – even too idealistic in a certain sense – and too forgetful of its own departure from a perspective always presumed. Analytic philosophy bears a tendency towards such a ‘view from nowhere’ which denies a fundamental subjective connection. The rebuttal of this position entails (...)
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  31. The Dao of Kongzi.Bryan W. van Norden - 2002 - Asian Philosophy 12 (3):157 – 171.
    This paper introduces the Analects of Kongzi (better known to English-speakers as 'Confucius') to non-specialist readers, and discusses two major lines of interpretation. According to one group of interpretations, the key to understanding the Analects is passage 4.15, in which a disciple says that 'loyalty' and 'reciprocity' together make up the 'one thread' of the Master's teachings. More recently, some interpreters have emphasised passage 13.3, which discusses 'correcting names': bringing words and things into proper alignment. This paper argues that (...)
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  32.  60
    New Desiderata for Biomedical Terminologies.Barry Smith - 2008 - In Katherine Munn & Barry Smith (eds.), Applied Ontology: An Introduction. Ontos. pp. 83-109.
    It is only by fixing on agreed meanings of terms in biomedical terminologies that we will be in a position to achieve that accumulation and integration of knowledge that is indispensable to progress at the frontiers of biomedicine. Standardly, the goal of fixing meanings is seen as being realized through the alignment of terms on what are called ‘concepts’. Part I addresses three versions of the concept-based approach – by Cimino, by Wüster, and by Campbell and associates – and (...)
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  33. Quality Control for Terms and Definitions in Ontologies and Taxonomies.Jacob Köhler, Katherine Munn, Alexander Rüegg, Andre Skusa & Barry Smith - 2006 - BMC Bioinformatics 7 (212):1-12.
    Background: Ontologies and taxonomies are among the most important computational resources for molecular biology and bioinformatics. A series of recent papers has shown that the Gene Ontology (GO), the most prominent taxonomic resource in these fields, is marked by flaws of certain characteristic types, which flow from a failure to address basic ontological principles. As yet, no methods have been proposed which would allow ontology curators to pinpoint flawed terms or definitions in ontologies in a systematic way. Results: We present (...)
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  34.  15
    Historiographical Approaches on Experience and Empiricism in the Early Nineteenth-Century: Degérando and Tennemann.Silvia Manzo - 2019 - Perspectives on Science 27 (5):655-679.
    This paper examines the views of Joseph-Márie Degérando and Wilhelm Gottlieb Tennemann about empiricism, and the scope and limits of experience as well as its relation to reason and its role in the attainment of true knowledge. While Degérando adopted the “philosophy of experience” and Tennemann advocated Kant’s critical philosophy, both authors blamed each other for the same mistake: if Degérando considered that, despite all appearances to the contrary, critical philosophy fell into empiricism, Tennemann judged that the philosophy of experience (...)
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  35.  53
    Switching Partners: Dancing with the Ontological Engineers.Werner Ceusters & Barry Smith - 2011 - In Thomas Batcherer & Roderick Coover (eds.), Switching Codes: Thinking through Digital Technology in the Humanities and the Arts. University of Chicago Press. pp. 103--124.
    Ontologies are today being applied in almost every field to support the alignment and retrieval of data of distributed provenance. Here we focus on new ontological work on dance and on related cultural phenomena belonging to what UNESCO calls the “intangible heritage.” Currently data and information about dance, including video data, are stored in an uncontrolled variety of ad hoc ways. This serves not only to prevent retrieval, comparison and analysis of the data, but may also impinge on our (...)
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  36. Adorno, Heidegger and the Critique of Epistemology.Brian O'Connor - 1998 - Philosophy and Social Criticism 24 (4):43-62.
    Adorno and Heidegger are frequently aligned because of apparent similarities in their critiques of modern epistemology. This alignment fails, however, to appreciate the substantial differences in the philosophical presuppositions that inform those very critiques. I distinguish Adorno's negative dialectic from Heidegger's fundamental ontology under the respective designations of critical versus phenomenological forms of transcendental philosophy. I argue that only by understanding Adorno's negative dialectic as a revised version of epistemology (namely a dialectical epistemology, committed to subject-object and transcendental argument) (...)
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  37. Federalism with South African Characteristics? Traditional Authorities and Customary Law in a Democratic, Constitutional State.Bhaso Ndzendze - 2018 - The Thinker 76:26-33.
    The paper presents a novel take on the character of South Africa’s governance structure. It argues that, insofar as it constitutionally recognises traditional authorities, figures who rule in accordance with idiosyncratic and localised customary laws, as well as instigate a cheek-by-jowl existence of an asymmetrical property law (where in the urban setting land is nominally bought or transferred for sale, but in traditional rural areas granted by the chief), manifest in the differentiated land laws brought about by the Communal Land (...)
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  38. The Architect and the Ditch Digger.Cruz Cora - manuscript
    “You have an architect and a ditch-digger working together on a construction project. Who gets paid more, and why?” Does a tendency toward abstraction and quantification, a pretense of objectivity, obscure the character, situation and bias from which all economic and political theorems stem? Following the principle that arguments neither arise nor persist in a vacuum, that they live and die by their context and character, we can describe two sorts of response corresponding to two rather timeless worldviews, along with (...)
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  39. Phantom Sensations: What's a Brain to Do? A Critical Review of the Re-Mapping Hypothesis.Daniel DeFranco - 2018 - Journal of Cognition and Neuroethics 5 (1):1-25.
    I will review the most widely held account of phantom sensations; the “re-mapping hypothesis.” According to the re-mapping hypothesis, amputation is followed by significant neural reorganization that, over time, restores the alignment between the brain’s representation of and the actual condition of the body. Implicit in the re-mapping hypothesis is the view that the brain’s primary function is to accurately represent the body. In response, I propose an alternative theory, the “preservation hypothesis.” The preservation hypothesis argues that the primary (...)
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  40.  49
    Protein Ontology: Enhancing and Scaling Up the Representation of Protein Entities.Darren A. Natale, Cecilia N. Arighi, Judith A. Blake, Jonathan Bona, Chuming Chen, Sheng-Chih Chen, Karen R. Christie, Julie Cowart, Peter D'Eustachio, Alexander D. Diehl, Harold J. Drabkin, William D. Duncan, Hongzhan Huang, Jia Ren, Karen Ross & Alan Ruttenberg - 2017 - Nucleic Acids Research 45 (D1):D339-D346.
    The Protein Ontology (PRO; http://purl.obolibrary.org/obo/pr) formally defines and describes taxon-specific and taxon-neutral protein-related entities in three major areas: proteins related by evolution; proteins produced from a given gene; and protein-containing complexes. PRO thus serves as a tool for referencing protein entities at any level of specificity. To enhance this ability, and to facilitate the comparison of such entities described in different resources, we developed a standardized representation of proteoforms using UniProtKB as a sequence reference and PSI-MOD as a post-translational modification (...)
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