Rapid advancements in machine learning techniques allow mass surveillance to be applied on larger scales and utilize more and more personal data. These developments demand reconsideration of the privacy-security dilemma, which describes the tradeoffs between national security interests and individual privacy concerns. By investigating mass surveillance techniques that use bulk data collection and machine learning algorithms, we show why these methods are unlikely to pinpoint terrorists in order to prevent attacks. The diverse characteristics of terrorist attacks—especially when considering lone-wolf terrorism—lead (...) to irregular and isolated footprints. The irregularity of data affects the accuracy of machine learning algorithms and the mass surveillance that depends on them which can be explained by three kinds of known problems encountered in machine learning theory: class imbalance, the curse of dimensionality, and spurious correlations. Proponents of mass surveillance often invoke the distinction between collecting data and metadata, in which the latter is understood as a lesser breach of privacy. Their arguments commonly overlook the ambiguity in the definitions of data and metadata and ignore the ability of machine learning techniques to infer the former from the latter. Given the sparsity of datasets used for machine learning in counterterrorism and the privacy risks attendant with bulk data collection, policymakers and other relevant stakeholders should critically re-evaluate the likelihood of success of the algorithms and the collection of data on which they depend. (shrink)

Covers all the important theories from the period 1250-1400, including "maiores" as well as "minores," and issues in a discussion of Marsilius of Inghen (d. ...

The paper intends to objectively review the ecological understanding of Upaniṣhadic ṛṣis. Since ecology is a modern notion, it is required to precisely place it within the Upaniṣhadic thought. For that purpose, a possible ontological structure of Upaniṣhadic philosophy is sorted in which the discussion of ecology becomes meaningful. Upaniṣhadic ṛṣis conceived ecology as a part of their metaphysics, that is, one which is assisted by the devatas. There is a dependent coexistence between Devatas, Humans and the world. This feature (...) of Upaniṣhadic philosophy should not be treated as a declaration for environmental conservation. It is rather seen as a theory of consumption and calibration from both sides. Although ecology is integrated into the Upaniṣhadic metaphysics, it is not one of the subject matters of Upaniṣhads. An understanding of ecology traceable from Upaniṣhads is supplementary to Upaniṣhadic theory of Devatas. Thus, the author concludes that the Upaniṣhadic ecology is metaphysical rather than natural. (shrink)

Tradicionalmente se ha entendido que la mejor teoría de la responsabilidad extracontractual es aquella que mejor explica los rasgos centrales de la práctica. En este sentido, los defensores de las teorías deontológicas, basadas en principios de justicia, han rechazado el poder explicativo del análisis económico del derecho. Han sostenido que no logra reconstruir la práctica dando sentido a sus conceptos centrales, ni al modo en que están relacionados. Por lo tanto, no puede explicar la pauta de inferencias que llevan a (...) un juicio de responsabilidad. En este trabajo me propongo mostrar que ambas teorías son capaces de explicar aspectos diferen- tes de la práctica. En contra de lo que se asume generalmente, el análisis económico del derecho y las teorías deontológicas no son teorías rivales, sino compatibles, puesto que tienen por objeto responder a preguntas distintas. (shrink)

Mishel Fuco not only influenced the consciousness of modern West, but changed the modus of thinking, the way of perception of many traditional notions, transformed the opinions about the reality, history, person. Philosopher’s principle research programme which attaches the entirety to his works is “archeology of knowledge” programme, the search of human knowledge’s original layers. Let us mark that all Fuco’s works in 1960s are devoted to main aim: to clear up the conditions of historical origin of different mental aims (...) and social institutions in the culture of the Modern Time. Though in the whole this common aim remained for Fuco invariable, but the level on which he realizes his research search is changing constantly and rather logically. Relations of power, and to be more exact,accumulations of power and knowledge, social and cognitive which define all the aggregate of specific possibilities of culture in each given historical period. More than that the philosopher offers the particular prospects of sight of modern society and precisely totality of power relations, its ubiquitous nature and specific productivity which produces itself in each moment in any point or rather in any attitude from one point to another. From Fuco’s point of view the power is everywhere and not because it involves everything but because it comes from everywhere. The power is productive in that degree in which it is not associated with one definite imperious instance but pierces all kinds of activity in society, putting on its indelible stamp, developing under definite angle and due to this factit causes products, produced by them. The power induces and at the same time determines the fact which appears as a result of its inducement. The thirst of supremacy, which surrounds the individual and is focused on it as on the center of its use of force, comes out as a defining sign. It should be noticed that Fuco’s conception of power is not reduced to the understanding it as anonymous impersonal net of relations, piercing all society. It is supplemented by power treatment,coming out in “designed” look of definite imperious structure or imperious institute. (shrink)

This article, which is an adaptation of a lecture delivered at Villanova University in the Fall of 2015, proposes a reading of Augustine’s Confessions with the assistance of the notions of absorption and theatricality. The very use of those notions is meant to counterbalance the readings generated by our overfamiliarity with Augustinian interiority. By replacing interiority with a concept that, heretofore, is alien to the Augustinian vocabulary, it becomes possible to block facile access to mystical interpretations of conf. on the (...) one hand, and to embark upon the task of reassessing the nature of “confessing” on the other. This new reading demonstrates the difficulties involved in approaching the confessor fully involved in his act of sustained confessing. A comparison is also made with the notion of absorption in the visual arts. Just as spectatordom becomes problematic vis-à-vis a painting whose personae look inward rather than outward, so too the position of the reader vis-à-vis a text whose confessing creator uninterruptedly addresses his Confessee demands a redefinition of the reader’s role and place in the process. (shrink)