Inteligența artificială este un domeniu transformator care a captat atenția oamenilor de știință, inginerilor, întreprinderilor și guvernelor din întreaga lume. Pe măsură ce avansăm mai departe în secolul 21, au apărut câteva tendințe proeminente în domeniul IA. Inteligența artificială și tehnologia de învățare automată sunt utilizate în majoritatea aplicațiilor esențiale ale anilor 2020. Propunerile de control al capabilității inteligenței artificiale, denumite și în mod mai restrictiv confinarea IA, urmăresc să sporească posibilitatea de a monitoriza și controla comportamentul sistemelor (...) IA, inclusiv inteligența generală artificială, propusă pentru a reduce pericolul pe care l-ar putea prezenta dacă sunt nealiniate. Cercetarea și dezvoltarea menite să valideze răspunsuri la toate aceste întrebări trebuie să includă filozofia pentru formalismele sale robuste. (shrink)

Ciclul de viață al unui sistem al inteligenței artificiale include mai multe faze interdependente, de la proiectarea și dezvoltarea acestuia (inclusiv subfaze precum analiza cerințelor, colectarea datelor, instruire, testare, integrare), instalare, implementare, operare, întreținere și eliminare. Având în vedere complexitatea sistemelor inteligenței artificiale (și în general cele de informații), se pot defini mai multe modele și metodologii pentru a gestiona această complexitate, în special în fazele de proiectare și dezvoltare, cum ar fi dezvoltare de software agilă, cascadă sau spirală, prototipare (...) rapidă și incrementală. Ciclul de viață al inteligenței artificiale definește fazele pe care ar trebui să le urmeze o organizație pentru a profita de tehnicile inteligenței artificiale și în special de modelele de învățare automată pentru a obține valoare practică de afaceri. (shrink)

Odată cu creșterea volumului de date pe Internet, în media socială, cloud computing, dispozitive mobile și date guvernamentale, Big Data devine în același timp o amenințare și o oportunitate în ceea ce privește gestionarea și utilizarea acestor date, menținând în același timp drepturile persoanelor implicate. În fiecare zi, folosim și generăm tone de date, alimentând bazele de date ale agențiilor guvernamentale, companiilor private și chiar cetățenilor privați. Beneficiem în multe feluri de existența și utilizarea Big Data, dar trebuie să ne (...) amintim de asemenea că „nu există nimic gratuit”. Există riscuri în utilizarea Big Data, un fel de parte întunecată. Schimbările de piață pot fi obținute prin utilizarea Big Data: în timp ce acestea pot fi pozitive pentru cineva, ele pot dăuna altcuiva. Riscurile potențiale provin și de la agențiile publice. Este clar că datele mari pot aduce beneficii cetățenilor și companiilor, dar trebuie să fie echilibrate de o conștientizare sporită a „părții întunecate” a Big Data în exploatarea noilor capacități și oportunități pe care le oferă tuturor . -/- CUPRINS -/- 1. Big Data - Definiție - Caracteristici - Clasificarea datelor mari - Arhitectura - Tehnologii - Oportunități - Provocări - Critici - - Criticile paradigmei Big Data - - Criticile modelului "V" - - Criticile de noutate - - Criticile execuției Big Data - 1.1 Viața datelor mari - - Nașterea - - Copilăria - - - Educație - - - Divertisment - - Adolescența - - - Servicii online - - - Comunicații mobile - - - Servicii de streaming - - Adulți tineri - - - Căutarea de locuri de muncă - - - Servicii bancare și asigurări - - - Utilități - - - Dating online și pornografie - - Vârsta medie - - - Servicii de sănătate - - - Aplicații pentru îngrijire și aplicații pentru sănătate și fitness - - - Căutarea de locuri de muncă - - - Dating online - - Bătrânețea - - - Îngrijirea sănătății - - Moartea - 1.2 Aplicații - - Guvern - - Dezvoltare internațională - - Fabrici - - Sănătate - - Educaţie - - Mass-media - - Asigurare - - Internetul obiectelor (IoT) - - Tehnologia informației - 1.3 Studii de caz - - Guvern - - - China - - - India - - - Israel - - - Regatul Unit - - - Statele Unite ale Americii - - Cu amănuntul - - Ştiinţă - - Sport - - Tehnologie - - Activități de cercetare - - - Prelevarea de date mari - 1.4 Agenda europeană privind societatea digitală - - Cadrul juridic - - Peisajul opiniei părților interesate - 1.5 GDPR - - Etapele procesării datelor personale - - Principiile procesării datelor - - Politica de confidențialitate și transparența - - Scopurile procesării datelor - - Confidențialitate prin design și implicită - - - Paradoxul (legal) al Big Data - - Domeniul teritorial al GDPR - - Definirea datelor mari, a datelor personale și a datelor anonime - - Etapele procesării datelor cu caracter personal - - Principii de prelucrare a datelor - - Politica de confidențialitate și Transparența - - Scopuri de prelucrare a datelor - - Confidențialitate prin design și confidențialitate în mod implicit - - Paradoxul (legal) al datelor mari 2. Analiza Big Data - 2.1 Analitica - - Analitica vs. analiză - - Aplicații ale analiticii - - - Optimizarea marketingului - - - Analiza oamenilor - - - Analiza portofoliului - - - Analitica riscurilor - - - Analitica digitală - - - Analitica securității - - - Analitica software-ului - - Provocări - - Riscuri - 2.2 Analitica predictivă - - Definiție - - Procesul de analitica predictivă - - Tipuri - - - Modele predictive - - - Modele descriptive - - - Modele de decizie - - Aplicații - - - Managementul relațiilor cu clienții analitic (CRM) - - - Protecția copilului - - - Sisteme de suport decizional clinic - - - Analiticile colecțiilor - - - Vânzări încrucișate - - - Retenția clienților - - - Marketing direct - - - Detectarea fraudelor - - - Prezicerea rezultatelor deciziilor legale - - - Previziuni privind portofoliul, produsele sau economia - - - Managementul riscului de proiect - - - Acceptanța (Underwriting) - - Tehnologia și influențele big data - - Tehnici analitice - - - Tehnici de regresie - - - - Model de regresie liniară - - - - Modele de alegere discretă - - - - Regresie logistică - - - - Regresie logistică multinomială - - - - Regresie probit - - - - Logit versus probit - - - - Modele pentru serii de timp - - - - Analiza supraviețuirii sau a duratei - - - - Arborele de clasificare și regresie (CART) - - - - Funcții spline adaptive de regresie multivariate - - - Tehnici de învățare automată - - - - Rețele neuronale - - - - Perceptron multistrat (MLP) - - - - Funcții radiale de bază - - - - Mașini cu vectori de suport - - - - Bayesiene naive - - - - Vecinul k-cel mai apropiat - - - - Modelarea predictivă geospațială - - Instrumente - - - PMML - - Critici - 2.3 Analitica prescriptivă - - Istorie - 2.4 Studiul critic al datelor - - Perspective critice - - Abordare: Pragmatismul și etica discursului 3. Etica Big Data - Datele personale ale copiilor - Rolul instituțiilor - - State naționale - - Bănci - Articole relevante de știri despre etica datelor - Legislație relevantă privind etica datelor - 3.1 Principii ale eticii Big Data - - Etica în cercetare - - Conștientizarea - - Consimţământul - - Controlul - - Transparența - - Încrederea - - Proprietatea - - Supravegherea și securitatea - - Identitatea digitală - - Realitatea ajustată - - De-anonimizarea - - Inegalitatea digitală - - Confidențialitatea - - Financiar - - - Cât de mult merită datele? - - Deschidere - 3.2 Probleme etice în cercetare - - Etica cercetării pentru cercetarea socială - - Principalele aspecte etice ale cercetării sociale - - - Intimitate - - - Consimțământ informat - - - De-identificarea - - - Inegalitate – Diviziune digitală - - Integritatea cercetării - - Probleme emergente - - Aviz legal - 3.3 Aspecte filosofice - 3.4 10 reguli de bază în lucrul cu Big Data - - Concluzie Referințe Despre autor - Nicolae Sfetcu - - De același autor - - Contact Editura - MultiMedia Publishing . 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Războiul electronic este o componentă critică a operațiunilor militare moderne și a suferit progrese semnificative în ultimii ani. Această carte oferă o privire de ansamblu asupra războiului electronic, a dezvoltării sale istorice, a componentelor cheie și a rolului său în scenariile de conflict contemporane. De asemenea, se discută tendințele și provocările emergente în războiul electronic și și relevanța sa contemporană într-o eră a tehnologiei avansate și a amenințărilor cibernetice, subliniind necesitatea cercetării și dezvoltării continue în acest domeniu. Cartea explorează intersecția (...) în plină dezvoltare dintre inteligența artificială și războiul electronic, evidențiind peisajul evolutiv al conflictelor moderne și implicațiile integrării tehnologiilor avansate. Se evidențiază rolurile cu mai multe fațete ale inteligenței artificiale în războiul electronic, examinând avantajele sale potențiale, considerentele etice și provocările asociate cu integrarea acesteia. (shrink)

In this paper, I seek to examine Deleuze’s fascination with “spiritual automata” as a counterpoint to his more famous notion, the “body without organs”. I shall argue that both are grounded in a deep reflection, on Deleuze’s part, on the problems and issues generated by Spinoza’s notion of parallel attributes. Ultimately, I argue, the development of the two notions is motivated by identical metaphysical worries regarding the tenability of transformation, persistence, and affective interrelations between individuals. The answer, for both thinkers, (...) is the insertion of a “third” relational term, which virtually interfaces with each without violation of their parallel development. For Spinoza, such term is the absolutely infinite substance; for Deleuze, it is instead the notion of sense and the faculty of sense-making. (shrink)

As engineers propose constructing humanlike automata, the question arises as to whether such machines merit human rights. The issue warrants serious and rigorous examination, although it has not yet cohered into a conversation. To put it into a sure direction, this paper proposes phrasing it in terms of whether humans are morally obligated to extend to maximally humanlike automata full human rights, or those set forth in common international rights documents. This paper’s approach is to consider the ontology of humans (...) and of automata and whether ontological difference between them, that pertains to the very bases of human rights, affects the latter’s claims to full human rights. Considering common bases of human rights, can these bases tell us whether a certain ontological distinction of humans from automata—or a de facto distinction about humans tacitly acknowledged by full-rights-recognizing societies—makes a difference in whether humans are morally obligated to assign these entities full rights? Human rights to security also arise. The conclusion is that humans need not be under any moral obligation to confer full human rights on automata. The paper’s ultimate point is not to close the discussion with this ontological cap but to set a solid moral and legal groundwork for opening it up tout court. (shrink)

In some recent papers (G. ‘t Hooft and others), it has been argued that quantum mechanics can arise from classical cellular automata. Nonetheless, G. Shpenkov has proved that the classical wave equation makes it possible to derive a periodic table of elements, which is very close to Mendeleyev’s one, and describe also other phenomena related to the structure of molecules. Hence the classical wave equation complements Schrödinger’s equation, which implies the appearance of a cellular automaton molecular model starting from classical (...) wave equation. The other studies show that the microworld is constituted as a tessellation of primary topological balls. The tessellattice becomes the origin of a submicrospic mechanics in which a quantum system is subdivided to two subsystems: the particle and its inerton cloud, which appears due to the interaction of the moving particle with oncoming cells of the tessellattice. The particle and its inerton cloud periodically change the momentum and hence move like a wave. The new approach allows us to correlate the Klein-Gordon equation with the deformation coat that is formed in the tessellatice around the particle. The submicroscopic approach shows that the source of any type of wave movements including the Klein-Gordon, Schrödinger, and classical wave equations is hidden in the tessellattice and its basic exciations – inertons, carriers of mass and inert properies of matter. We also discuss possible correspondence with Konrad Zuse’s calculating space. (shrink)

Early modern automata, understood as efforts to ‘model’ life, to grasp its singular properties and/or to unveil and demystify its seeming inaccessibility and mystery, are not just fascinating liminal, boundary, hybrid, crossover or go-between objects, while they are all of those of course. They also pose a direct challenge to some of our common conceptions about mechanism and embodiment. They challenge the simplicity of the distinction between a purported ‘mechanistic’ worldpicture, its ontology and its goals, and on the other hand (...) an attempt to understand ourselves and animals more broadly as flesh-and-blood, affective entities (that is, not just breathing and perspiring, but also desiring and ‘sanguine’ machines, as La Mettrie might have put it). In what follows I reflect on the complexity of early modern mechanism faced with the (living) body, and its mirror image, contemporary theories of embodiment. At times, embodiment theory seems to be governed by a fascination with what the Artificial Life researcher Ezequiel Di Paolo has called ‘biochauvinism’ (Di Paolo, “Extended Life”): an unquestioned belief that ‘living bodies are special’. Yet how does the theorist define this special status? The question is apparently a simple one, or at least promptly yields an aporia which appears simple: to borrow a provocative phrase from Terry Eagleton, embodiment theory is obsessed by the body but terrified of biology. Yet at the same time, at least since Hubert Dreyfus and Andy Clark’s groundbreaking works, embodiment has been a legit part of cognitive science, yielding the even more recently emerged field of ‘embodied cognition’ (see the work of Larry Shapiro), which seeks to depart from traditional cognitive science, especially the latter’s understanding of cognition as computational, in order to instead underscore “the significance of an organism’s body in how and what the organism thinks,” in Shapiro’s words. (shrink)

Since the Nuremberg Code and the first Declaration of Helsinki, globally there has been increasing adoption and adherence to procedures for ensuring that human subjects in research are as well informed as possible of the study’s reasons and risks and voluntarily consent to serving as subject. To do otherwise is essentially viewed as violation of the human research subject’s legal and moral rights. However, with the recent philosophical concerns about responsible robotics, the limits and ambiguities of research-subjects ethical codes become (...) apparent on the matter of constructing automata that maximally resemble human beings (as defined hereunder). In this case, the automata themselves, as products of research and development, are in the very process of their construction subjects of research and development. However, such research faces a paradox: The subjects cannot give their informed consent to this research for their own development, although their consent would be needed for the research. According to ethical codes, this research would be unethical. The article then explores whether the background concepts giving rise to this paradox could be reframed in order to allow such research to proceed ethically. (shrink)

Some years ago, Hidding et al. suggest that the emergence of intricate and pervasive weblike structure of the Universe on Megaparsec scales can be approximated by a well-known equation from fluid mechanics, the Burgers’ equation. The solution to this equation can be obtained from a geometrical formalism. The resulting Adhesion formalism provides deep insight into the dynamics and topology of the Cosmic Web. It uncovers a direct connection between the conditions in the very early Universe and the complex spatial patterns (...) that emerged out of these under the influence of gravity. In the present paper, we describe a cellular automaton model of the Burgers’ equation, which can be investigated via a fast computer simulation. In the end, this suggests a Cellular Automata Adhesion Model of the Universe. (shrink)

Can a videogame tell us something about what it means to be human? Or even further, what is human as such? Yoko Taro's NieR: Automata tries to answer these questions with the astonishing characteristic of the videogames: the immersion. Thanks to a coherent coincidence between playing subjectivity and virtuality given by the joypad, videogames can deeply investigate the subject about moral, ethical and existential questions. My aim in the paper is to explain what is about of the human in Taro's (...) work thanks to Heideggerian's view on technology. (shrink)

By separating the general concept of truth into syntactic truth and semantic truth, this article proposes a new theory of truth to explain several paradoxes like the Liar paradox, Card paradox, Curry’s paradox, etc. By revealing the relationship between syntactic /semantic truth and being-nothing-becoming which are the core concepts of dialectical logic, it is able to formalize dialectical logic. It also provides a logical basis for complexity theory by transferring all reasoning into a directed (cyclic/acyclic) graph which explains both paradoxical (...) and paradox-free reasoning. The different structure between cyclic graphs and acyclic graphs is the key to understanding paradoxes. By explaining the immanent between logic, paradox, and cellular automata, it also illustrates dialectical logic as ontology. (shrink)

Theory of Computation -- Computation by Abstracts Devices.

Care is more than dispensing pills or cleaning beds. It is about responding to the entire patient. What is called “bedside manner” in medical personnel is a quality of treating the patient not as a mechanism but as a being—much like the caregiver—with desires, ideas, dreams, aspirations, and the gamut of mental and emotional character. As automata, answering an increasing functional need in care, are designed to enact care, the pressure is on their becoming more humanlike to carry out the (...) function more effectively. The question becomes not merely whether the care automaton can effect good bedside manner but whether the patient’s response is not feeling deceived by the humanlikeness. It seems the device must be designed either to effect explicit mere human-“likeness,” thus likely undermining its bedside-manner potential, or to fool the patient completely. Neither option is attractive. This article examines the social problems of designing maximally humanlike care automata and how problems may start to erode the human rights of users/patients. The article then investigates the alternatives for dealing with this problem, whether by industrial and professional self-regulation or public-policy initiatives. It then frames the problem in the broader historical perspective in terms of previous bans, moratoria, and other means of control of hazardous and potentially rights-violating techniques and materials. (shrink)

Natural recursion in syntax is recursion by linguistic value, which is not syntactic in nature but semantic. Syntax-specific recursion is not recursion by name as the term is understood in theoretical computer science. Recursion by name is probably not natural because of its infinite typeability. Natural recursion, or recursion by value, is not species-specific. Human recursion is not syntax-specific. The values on which it operates are most likely domain-specific, including those for syntax. Syntax seems to require no more (and no (...) less) than the resource management mechanisms of an embedded push-down automaton (EPDA). We can conceive EPDA as a common automata-theoretic substrate for syntax, collaborative planning, i-intentions, and we-intentions. They manifest the same kind of dependencies. Therefore, syntactic uniqueness arguments for human behavior can be better explained if we conceive automata-constrained recursion as the most unique human capacity for cognitive processes. (shrink)

The iterated Prisoner’s Dilemma has become the standard model for the evolution of cooperative behavior within a community of egoistic agents, frequently cited for implications in both sociology and biology. Due primarily to the work of Axelrod (1980a, 198Ob, 1984, 1985), a strategy of tit for tat (TFT) has established a reputation as being particularly robust. Nowak and Sigmund (1992) have shown, however, that in a world of stochastic error or imperfect communication, it is not TFT that finally triumphs in (...) an ecological model based on population percentages (Axelrod and Hamilton 1981), but ‘generous tit for tat’ (GTFT), which repays cooperation with a probability of cooperation approaching 1 but forgives defection with a probability of l/3. In this paper, we consider a spatialized instantiation of the stochastic Prisoner’s Dilemma, using two-dimensional cellular automata (Wolfram, 1984, 1986; Gutowitz, 1990) to model the spatial dynamics of populations of competing strategies. The surprising result is that in the spatial model it is not GIFT but still more generous strategies that are favored. The optimal strategy within this spatial ecology appears to be a form of ‘bending over backwards’, which returns cooperation for defection with a probability of 2/3 - a rate twice as generous as GTFT. (shrink)

3rd ed, 2021. A circumscription of the classical theory of computation building up from the Chomsky hierarchy. With the usual topics in formal language and automata theory.

In early modern times it was not uncommon for thinkers to tease out from the nature of God various doctrines of substantial physical and metaphysical import. This approach was particularly fruitful in the so-called beast-machine controversy, which erupted following Descartes’ claim that animals are automata, that is, pure machines, without a spiritual, incorporeal soul. Over the course of this controversy, thinkers on both sides attempted to draw out important truths about the status of animals simply from the notion or attributes (...) of God. Automatists – led by Nicolas Malebranche and Antoine Dilly – developed six such arguments, appealing to divine justice, providence, economy, glory (twice) and wisdom, while opponents to animal automatism developed two arguments, appealing to divine wisdom and goodness. In this article I shall examine the substance of all eight of these arguments, along with their origins, patronage, and variations, and the objections they elicited from opponents, with the aim of determining their suitability for use in contemporary debates about animal sentience and consciousness, and hence their relevance for contemporary philosophers. (shrink)

The concept of modes of existence of semiotic entities underlies (post)Greimasian semiotics, yet it seems to have received little attention. Modes of existence can be used in different senses. For Greimas, from the perspective of narrative semiotics, when Michelangelo first receives a block of marble and decides to sculpt the David, his intention is in a virtual mode; as Michelangelo progresses he ends up bringing the David into existence, and his intention comes to the realized mode. In Fontanille’s tensive semiotics, (...) however, modes of existence can have to do with how one can narrow or broaden the scope of our apprehension of the David as our eyes look at it in order to produce a meaningful experience. In this work, the perspectives of narrative and tensive semiotics are contrasted both theoretically and practically applying both to a number of examples. In order to identify all possible modes of existence and all the possibilities of transitioning from one to the other in the examples presented, we resort to the method of finite-state automata from computer science. In the end, we propose a robust narrative account of modes of existence that relies on narrative semiotics for its definition, but into which intent and apprehension from tensive semiotics can be integrated. This work calls for the need of establishing a syntax of modes of existence, since both Greimas and Fontanille construe them as being necessary to account for the production of signification. (shrink)

With the advent of computers in the experimental labs, dynamic systems have become a new tool for research on problem solving and decision making. A short review of this research is given and the main features of these systems (connectivity and dynamics) are illustrated. To allow systematic approaches to the influential variables in this area, two formal frameworks (linear structural equations and finite state automata) are presented. Besides the formal background, the article sets out how the task demands of system (...) identification and system control can be realised in these environments, and how psychometrically acceptable dependent variables can be derived. (shrink)

Many of the benefits and burdens we might experience in our lives — from bank loans to bail terms — are increasingly decided by institutions relying on algorithms. In a sense, this is nothing new: algorithms — instructions whose steps can, in principle, be mechanically executed to solve a decision problem — are at least as old as allocative social institutions themselves. Algorithms, after all, help decision-makers to navigate the complexity and variation of whatever domains they are designed for. In (...) another sense, however, this development is startlingly new: not only are algorithms being deployed in ever more social contexts, they are being mechanically executed not merely in principle, but pervasively in practice. Due to recent advances in computing technology, the benefits and burdens we experience in our lives are now increasingly decided by automata, rather than each other. How are we to morally assess these technologies? In this chapter, I propose a preliminary conceptual schema for identifying and locating the various injustices of automated, algorithmic social decision systems, from a broadly liberal perspective. (shrink)

his article will focus on the mechanistic origins of the computer metaphor, which forms the conceptual framework for the methodology of the cognitive sciences, some areas of artificial intelligence and the philosophy of mind. The connection between the history of computing technology, epistemology and the philosophy of mind is expressed through the metaphorical dictionaries of the philosophical discourse of a particular era. The conceptual clarification of this connection and the substantiation of the mechanistic components of the computer metaphor is the (...) main goal of this article. The statement is substantiated that the invention of mechanical computing devices, having a long history in the European engineering tradition, formed the prerequisites for the emergence of machine functionalism in the modern philosophy of mind. The idea of multiple implementation stems from the principle that a formal symbol system prescribes rules for the use of rational abstractions through the physical architecture of a computational engine. The article considers the reasons for the conceptual shift and reveals the semantic foundations for the metaphorical transfer of the properties of abstract objects from the theory of automata to the field of modern philosophy of mind. The criticism and ways of protecting the philosophical program of machine functionalism are analyzed by changing the content of the metaphor “Mind as machine”. The reasons for the stability of the information-computer approach in cognitive sciences are also disclosed and explained. (shrink)

The geosciences include a wide spectrum of disciplines ranging from paleontology to climate science, and involve studies of a vast range of spatial and temporal scales, from the deep-time history of microbial life to the future of a system no less immense and complex than the entire Earth. Modeling is thus a central and indispensable tool across the geosciences. Here, we review both the history and current state of model-based inquiry in the geosciences. Research in these fields makes use of (...) a wide variety of models, such as conceptual, physical, and numerical models, and more specifically cellular automata, artificial neural networks, agent-based models, coupled models, and hierarchical models. We note the increasing demands to incorporate biological and social systems into geoscience modeling, challenging the traditional boundaries of these fields. Understanding and articulating the many different sources of scientific uncertainty – and finding tools and methods to address them – has been at the forefront of most research in geoscience modeling. We discuss not only structuralmodel uncertainties, parameter uncertainties, and solution uncertainties, but also the diverse sources of uncertainty arising from the complex nature of geoscience systems themselves. Without an examination of the geosciences, our philosophies of science and our understanding of the nature of model-based science are incomplete. (shrink)

It has been known for long time that the cosmic sound wave was there since the early epoch of the Universe. Signatures of its existence are abound. However, such a sound wave model of cosmology is rarely developed fully into a complete framework. This paper can be considered as our second attempt towards such a complete description of the Universe based on soliton wave solution of cosmological KdV equation. Then we advance further this KdV equation by virtue of Cellular Automaton (...) method to solve the PDEs. We submit wholeheartedly Robert Kurucz’s hypothesis that Big Bang should be replaced with a finite cellular automaton universe with no expansion. Nonetheless, we are fully aware that our model is far from being complete, but it appears the proposed cellular automaton model of the Universe is very close in spirit to what Konrad Zuse envisaged long time ago. It is our hope that the new proposed method can be verified with observation data. But we admit that our model is still in its infancy, more researches are needed to fill all the missing details. (shrink)

This paper attempts to answer a central question in unsupervised learning: what does it mean to “make sense” of a sensory sequence? In our formalization, making sense involves constructing a symbolic causal theory that both explains the sensory sequence and also satisfies a set of unity conditions. The unity conditions insist that the constituents of the causal theory – objects, properties, and laws – must be integrated into a coherent whole. On our account, making sense of sensory input is a (...) type of program synthesis, but it is unsupervised program synthesis. Our second contribution is a computer implementation, the Apperception Engine, that was designed to satisfy the above requirements. Our system is able to produce interpretable human-readable causal theories from very small amounts of data, because of the strong inductive bias provided by the unity conditions. A causal theory produced by our system is able to predict future sensor readings, as well as retrodict earlier readings, and impute (fill in the blanks of) missing sensory readings, in any combination. In fact, it is able to do all three tasks simultaneously. We tested the engine in a diverse variety of domains, including cellular automata, rhythms and simple nursery tunes, multi-modal binding problems, occlusion tasks, and sequence induction intelligence tests. In each domain, we test our engine's ability to predict future sensor values, retrodict earlier sensor values, and impute missing sensory data. The Apperception Engine performs well in all these domains, significantly out-performing neural net baselines. We note in particular that in the sequence induction intelligence tests, our system achieved human-level performance. This is notable because our system is not a bespoke system designed specifically to solve intelligence tests, but a general-purpose system that was designed to make sense of any sensory sequence. (shrink)

In this paper, we present an intelligent tutoring system developed to help students in learning Computer Theory. The Intelligent tutoring system was built using ITSB authoring tool. The system helps students to learn finite automata, pushdown automata, Turing machines and examines the relationship between these automata and formal languages, deterministic and nondeterministic machines, regular expressions, context free grammars, undecidability, and complexity. During the process the intelligent tutoring system gives assistance and feedback of many types in an intelligent manner according to (...) the behavior of the student. An evaluation of the intelligent tutoring system has revealed reasonably acceptable results in terms of its usability and learning abilities are concerned. (shrink)

This is the outline: Introduction — La question de la cybernétique et de l'information — Une « pensée du milieu » — Cybernétique et homologie — Une théorie de l'apprentissage — L'information vue de l'autre côté — Champ et domaine unitaire — La thèse des « autres-je » — Le passage par l'axiologie — La rétroaction vraie — L'ontologie de Ruyer — Le bruissement de l'être même.

June 2022 A Revolutionary New Metaphysics, Based on Consciousness, and a Call to All Philosophers We are in a unique moment of our history unlike any previous moment ever. Virtually all human economies are based on the destruction of the Earth, and we are now at a place in our history where we can foresee if we continue on as we are, our own extinction. As I write, the planet is in deep trouble, heat, fires, great storms, and record flooding, (...) weather patterns drastic everywhere. Capitalism has been so successful in supplying us with an endless array of consumer items, that we have never noticed there is a cost. But there is a cost, the cost is the very life of the Earth herself, and now the day of reckoning is here. Days of reckoning are most often days of rath. But I am hoping that this is a day of major Awakening over the entire planet. We have caused a crisis so great for the Earth we can hardly get our minds around it. But I am proposing that deeply embedded in the crisis are ideas, about who and what the Earth is, Ourselves, and what we are here for. I am proposing that this is a call to all philosophy and philosophers to rethink ourselves from the ground up. The human race has never gotten the Earth right and now we must, for the Earth is the true foundation for civilization. We are in deep trouble with the Earth, and it owes to the fact that the great male thinkers never got the Earth right, they could never make the connection between the life of mind and the life of the Earth. I am proposing that deeply embedded in the crisis we are in are ideas. And that in fact the planet is in the grip of a false metaphysics, and scientific image of nature that really comes most recently from Descartes. His conviction that matter, and with it the Earth, are simply the weighable, the measurable the extended in space and time, utterly devoid of any inner life of mind thoughts or Consciousness. This view of matter and the Earth goes back to the very dawn of thought, Descartes is just its most recent and comprehensive version of things. This view of matter is really a false metaphysics that dominates most of the modern world and underpins the whole scientific image of nature itself. I am proposing this is a false metaphysics and offering a new version of things based on Consciousness. If there is a single idea fueling and driving the destruction of the planet, it is the conviction that the Earth is something without Consciousness. When you intend to ravage and savage the planet, turn it into consumer items to be converted into money in the bank, first pretend that all of the bright beings in the natural world are devoid of Consciousness, just “things” you do not have to have any conscious about destroying them. I am proposing that this term Consciousness, that has appeared as term and a problem for modern science, is the key to getting ourselves right with the Earth. I propose this new theory for science will ramify into every other disciplines as well, and the ways we think just about everything. This old paradigm based on a false theory of matter, has run its course, it has brought us to the brink of our own extinction. We need new ideas, and we need them now. You will find my recent work in the Scientific God Journal under the title: Consciousness as the Organizing Principle, and a very complete version of my arguments for this term Consciousness, along with radical reinterpretation of modern science itself, on the Galileo Commission site. It is a radical moment for all of the thinkers among us, take this as my small contribution to rethinking ourselves in new terms, based on my understanding that the true basis for the whole of Being, the Universe, the Cosmos, and with them Ourselves, is this term Consciousness. And unpack it. And I predict that with this term Consciousness every intractable human problem in both science and the modern world will go down like a line of dominos before it. And so, here are a few new ideas I would offer you. These are the times of the Reappearance of the Feminine, a great Awakening as of Springtime after a long dark and lonely Winter. We are leaving behind us an old civilization based on male dominance, fear lies and control, now in decay, disease, and death disintegrating all around us. We are moving into a whole new civilization based on Love and Truth. A new civilization requires new basic terms values and first principles. And so, I return to Descartes. 1. Just over 300 years ago a young man travelling with the army found himself stranded in a foreign town in a bare room lit by a candle with nothing to do but think. And in a couple of nights Descartes laid the entire thought foundations for modern science and most of the modern world. It isn’t clear that modern philosophers with their funding sources of grants, their graduate students, their reputation and all the perks and privileges of academia can do any better. Descartes claimed there are just two principles in the Universe, Matter and Mind. God was pure mind; human beings were mind and matter. And we are the only ones on the planet with mind. Everything else all of the bright array of beings who share the planet with us are simply matter. And matter? The weighable the measurable the extended in space and time utterly devoid of any inner life of thoughts, feelings, or Consciousness This classification was a boon for developing science. Scientists did not have to worry about any inner life in nature, ideas or Consciousness, they could just set about weighing and measuring, as they have until the present day. But it was a disaster for the Earth. Earth was once worshiped as a Goddess. With Descartes she became almost overnight “things.” Simply commodities and resources, an endless of supply of consumer items, to be turned into money in the bank. And now Descartes concept of matter is up for us. If there is a single idea that is enabling and driving the destruction of the Earth, it is the conviction that Earth is something without Consciousness. This whole scientific image of nature as something devoid of Consciousness is driving the destruction of the Earth, and driving us all insane, and it needs to change. Ever since Descartes formulated Dualism, scientists and philosophers have been trying to get rid of it. They have done this by attempting to make matter the fundamental term of reality, and to explain mind or Consciousness in terms of matter. And now, Consciousness has emerged as term and a problem for modern science. 2. The prevailing Universe picture has been mainly based on the belief that Consciousness appears only at the end of evolution in ourselves and some of the higher animals when matter attains “a certain state of complexity” and it is produced by neurons in the brain. But Consciousness is nothing real in itself, the neurons are doing the work, Consciousness is simply a byproduct of neural activity. As William James summed up this position, not his: Consciousness is to the brain as a shadow to the runner, it runs beside him but never influences his stride. And so, the great problem of neuroscience: How do neurons produce Consciousness? So far, no one has been able to say how. All we have is parallelism. Two processes are running in parallel a train of neural events and a train of Consciousness events. And so, which one is primary? The face of neuroscience and much of the modern world is that the neural events are what is really real, Consciousness is secondary. The conviction that Consciousness is something produced by neurons is so deeply held and has been so for so long, that it seems like an obvious fact. It is in fact an assumption and a theory, and it could all well be the other way around. The scientific image of nature as something devoid of Consciousness is now up for us. It has enabled the destruction of the Earth, and we are now at a unique place in our own evolution where we can foresee if we continue on as we are, our own extinction. And so, there are the best reasons for rethinking Descartes concepts of matter. Scientists and philosophers have been trying to escape dualism by making matter the fundamental term. And now, this has not worked. In a nutshell: The mind body problem, the “hard problem of Consciousness” ---how do neurons in the brain, atoms and molecules give rise to ideas thoughts and feelings and who what and where is the “I” who sees them? And then, the near-death experience. I remind you of the truth of the near-death experience. The body in the bed is brain dead eeg flat, but the patient, pure Consciousness is hovering at the ceiling watching the doctors work over the body below, able to read dials he could not have seen from the bed, sometimes able to events in the corridor beyond the room, all subsequently confirmed by the doctors. Evidence as good as it gets that the patient really was out of his body. And so, the patient is able to see without eyes, hear without ears and to think and remember without a brain. There is not a single scientific principle that can account for this. And I am proposing that the near-death experience is a threshold and a key for a much deeper understanding of the Universe. These three problems are so hard they cannot be solved by present scientific principles and therefore call all present principles and ways of thought into question. When your axioms cannot account for the data, it is time to drop them and find better fundamental terms. We have not been able to solve the problems of Consciousness with the assumption that matter is the most basic and fundamental term. And so, if Cartesian dualism is to be overcome at all, we need to try it the other way around. 3. We are in the position of Copernicus. Remember Copernicus? He was making his calculations on the assumption that the Earth was the center of the Universe until they became so unwieldy that he decided to try it all the other way around. To make the sun the center, the Earth revolving around it. And lo, all of his data fell neatly into place. I am proposing a whole new Universe picture. Evolution makes us continuous with every other being, Consciousness would not be in us if it were not in them also, and then, in the atoms and molecules and cells that make up living beings. I propose to make Consciousness the most basic term and see what follows. I am in fact, proposing a new Copernican Revolution, that Consciousness is the true basis for the Universe and the right fundamental term, for science itself all other disciplines as well, and the whole of the modern world. And I predict that every intractable problem in science or the modern world, will go down like a line of dominos before it. In a nutshell: Consciousness and not matter is “first and fundamental” in the Universe, it is there from the very “Beginning” everything has it and all of the true causalities, the explanatory principles belong to it. Not to matter. What then is matter? All matter is an Appearance of something much more real, Consciousness. All matter is an expression of Consciousness, even the least little bit of matter contains Consciousness, and is an expression of Consciousness. And so, we revise the scientific image of nature. Science at present is two termed, matter/energy. It needs to become three termed: Matter/energy/Consciousness, with the recognition that all of the basic principles, the true causalities of events, and of the Universe belong to Consciousness. And now physics. To accommodate this new Universe picture physics needs to alter just one term, energy. All energy contains Consciousness, that idea alone will change our world forever. The animals the trees the plants are just as conscious as we are, as is the Earth herself, a continuum of many forms of Consciousness of which our own is one. The Earth consists of interacting and intersecting forms of Consciousness, Consciousness within Consciousness within Consciousness within Consciousness. A remarkable work has just appeared entitled “Beyond Words What Animals Feel and Think.” Describing in detail how like ourselves all of the animals are. And the more we can see how like us everything else really is, the harder it will be for us to do them all in, in the interest of turning them into consumer items. And so, here is a new principle of understanding, that entails completely new forms of explanation, and a whole new Universe picture to be spelled out in terms of Consciousness and its various properties. This is a Universe that is aware awake and Enspirited throughout. And so, there is only one principle, not two. And so, how does Consciousness work? There is “no mind/body problem.” My Consciousness is aligning the Consciousness of neurons in the brain, that aligns the Consciousness of all other cells in the body, that aligns the Consciousness of molecules and atoms themselves. Mainly from the top down, but also interactive, and not reduction to the purely physical forces. 4. And so, here is a radical new Universe picture, and with it a new way to think about the Universe itself, the Earth, Ourselves, and Spirit. It requires a complete revision of both of the terms of modern science itself. The problem of the modern world owes in deep measure to Descartes concept of matter as something devoid of interior life. But he is only the most powerful and simple expression of a whole tradition of thought that predates him, that goes back to the very dawn of thought itself. It owes to the conviction of both Plato and Aristotle that the Earth was something devoid of reason, or mind, and therefore something to be held in complete contempt. We are emerging from a civilization based on contempt for the Earth, and down the road, it will become contempt for the body, sex, women, the Native people, and people of color everywhere. And so, this entire tradition is now up for us, it has brought us to the brink of our own extinction, and we need to get beyond it. I am proposing that this term Consciousness is the way out. The missing piece of the puzzle and the idea whose time has come. And it will enable us to move into a completely new civilization based on respect for the Earth, women, sex, people of color, that honors everyone and has a place for all. Revolutions in science occur when new data show up that cannot be accounted for by existing paradigms (Thomas Kuhns: The Structure of Scientific Revolutions). Consciousness, and all the properties and problems of Consciousness are just such data, and they compel a new scientific revolution. But we are a scientific age. A new Copernican revolution in science is such as revolution everywhere. And Consciousness is the key to getting every other reality at all levels and depths right as well. It will enable us finally to get the Earth right, get ourselves right with the Earth, and with one another. Archimedes: Give me a place to stand, and I will move the world. I am proposing a new synthesis among our fundamental terms in which this term Consciousness is the new lynchpin. And so, I return once more to Descartes. Descartes in the Mediations was a dualist, they were two realities interacting in the pineal gland mind and body. But Descartes age was high on “Cartesianisms,” on Descartes concept of matter. Animals were simply cleverly wired machines (Hobbes called them automata). Rumor had it that Descartes followers went about kicking dogs reasoning that their howls were not due to any feelings of pain, but simply the wiring of the machine. We have been doing this to the Earth ever since, and now the Earth is not going to stand for it any longer. It is time we all woke up. There is no matter in Descartes sense of it, or in Plato and Aristotle’s sense of it. This old concept of matter is embedded in all of the crisis and catastrophes---fires, drought, pandemics, over population, the disintegrating economies, our ways of life, capitalism and consumerism themselves. All matter is Enspirited, contains Consciousness, and is an expression of Consciousness. Now I tell you something about Descartes you may not know. In the Mediations was a dualist, there are minds and bodies. But by the end of his life, he knew the truth. Descartes guided his whole life by these vivid dreams, and toward the end of his life he had this dream: He saw the Universe as a giant machine and in the heart of the machine propelling the whole, was Consciousness. And so, out of the shades and shadows and into the light of day. Here is a renewed and a new science, a new cosmology. And with it, a revolutionary new metaphysics. The whole of the modern world is in the grip of a false metaphysics, based on Descartes theory of matter. Here is a new, and finally true metaphysics based on the single term, Consciousness. 5. And in all my works, I spell out this new metaphysics based on Consciousness, and what it means for how we think about virtually everything: The Universe, the Earth, Ourselves, and Spirit. Of who, what and where Spirit is, that we may connect with Spirit everywhere. There is only one term for the Universe, and not two, this single term Consciousness, that manifests itself in two modes: Consciousness in Form, Consciousness Formless. And so, here is a sketch of what this new term Consciousness really means. For four great aspects of the real, four new cornerstones for a whole new civilization on Earth, based on Love and Truth. A. For the Universe: New causalities, all matter is an expression of Consciousness, awake and aware, Enspirited throughout, which has a place for the causalities of love ideas intent plan and purpose, what Aristotle called final causality, that for the sake of which. And it has a place for subjectivity, the greatest mystery in the whole of the Universe, knowable only in ourselves, but there in everything else as well, bedrock in the chain of causalities. The buck stops here. Here are two very different Universe pictures. The Cartesian Universe consists of things, pushed, and pulled around by the physical forces that function blind. The true Universe consists of selves and not things. Selves at least in ourselves, are organized and focused about an I, an I am, or a sense of self in everything, ever other being dear to itself. Just one aspect of subjectivity. And so, it is Consciousness all the way down, and subjectivity all the way down. Science proceeds on the basis of the negligible of what it can leave out as unimportant. Subjectivity is the ultimate animating principle of the Universe. What Descartes really did was to strip from nature what is most essential about it, its animating principle Consciousness. And so, we come out of a long history of “clunk.” The great male thinkers have killed creation. First in concepts and now in the lived life. And so, after centuries of fruitless search, not all of it in vain, finally, and just in time the true basic principle for the Universe has shown up in virtually all disciplines, this term Consciousness. B. And so, the Earth: What does this term Consciousness really mean for the Earth? It means that all of the bright array of beings around us have Consciousness. And the more we can realize how like us they are, the harder it will be to do them all in. Is this what it really means to be “made in the image of Spirit?” To destroy ever other living being? The god of Genesis is a creator god who has created billions and billions of living forms. Man, taking himself to be made in the image of Spirit has destroyed virtually all of it. The Earth is not things, not commodities and resources, not an endless array of consumer goods. The Earth consists of conscious living spiritual beings like ourselves, who need to be honored and respected, nurtured and cared for, to be Loved. And if the human race can finally pull it off and bring Love here and start helping the Earth rather than destroying her, even our vast numbers now at 8 billion, may not matter. Deeply embedded in the modern world is a false cosmology based on the hitherto useful but ultimately false metaphysics of Descartes. In particular it owes to Descartes concepts of matter, and of the Earth, as something devoid of Consciousness. And now this concept is up for us. If there is a single idea enabling and driving the destruction of the planet, it is the conviction that the Earth is something devoid of Consciousness. And we all have a vested interest in keeping this false concept in place. When you intend to ravage and savage the Earth, to turn it into consumer items, and money in the bank, first pretend she has no Consciousness that way we need not have any conscious about it. We are in deep trouble with the planet. Virtually all human economies are based on the destruction of the Earth, and we are now at a place in our history where we can foresee if we continue on as we are, our own extinction. And so, here are a few new guiding principles for the planet, based on Consciousness. Consciousness has field properties. The Earth is Consciousness throughout, connected and interconnected throughout, intersecting and interacting fields of Consciousness of which our own is one. To harm one is to harm all. Only this understanding of the Earth can set our destructive technologies, and capitalism, their goals, and their limits. The real problem with capitalism, and with civilization itself is it has no true understanding of the Earth, all the exquisite networks and webworks that connect all beings with one another. Nor it is about to admit that the Earth is our “life support system,” reason gone insane in the modern world. We are destroying our life support system, capitalism is the full expression of the human death wish in the modern world, and it needs to change. And now, let the barriers between ourselves and all other beings go down. C. And so, Ourselves. This new Universe picture based on Consciousness opens into and has a place for new concepts of human identity. In particular, it has a place for reincarnation, a process whereby one Consciousness dons’ bodies again and again and lays them down. This is a process wholly impossible on materialistic theories. This new view of things puts a higher perspective on Freudian determinism, which is a partial knowing in a greater account. We are something more than the victims of genes drives and childhood. We are immortally eternal evolving spiritual beings who take on a cycle of earthly lives in order to achieve certain goals and abilities, and then, our earthly cycle complete, we depart the Earth plane for other areas of the Universe physical or purely spiritual, to continue our evolution elsewhere. The scientific evidence for reincarnation is increasing on all sides, see for example the work of Michael Newton, a mainstream scientist forced to confront the fact of reincarnation. A completely new reincarnational picture is now emerging everywhere. We choose our parents for abilities we could acquire through them. We all come here with reasons for being here, and we all have free will, an original property of Consciousness, and we work out our issues accordingly. We all come here with the same reason for being here. It is to experience the Earth plane and human society at all levels and depths, in every social role, every climate, both sexes male and female and in all races. We are all here to acquire a deep understanding of the Earth plane with all its challenges and all of its present problems. We are not here to devour and consume the Earth, but to honor her for the learning experience she makes available for us. And so, reincarnation is the great equalizer, the fundamental basis for any bill of rights. Many of the problems of the modern world owe to the fact that reincarnation has not been taught in the West. Reincarnation was the center piece of Jesus teachings. It was banned by a fourth century council that decided the populous could best be controlled through fear. They edited all mention of reincarnation from the scriptures, and inserted fear terms instead, a judgmental god, and so on. If reincarnation had been taught, there would have been no suppression of women, but the gift of both sexes would have been honored and developed. And there would have been no reason for contempt for people of color because who they are, we have been or will be. There is no reason to look down on anyone when we know that our own identity includes membership in theirs. The truth of reincarnation needs to be the foundation for getting ourselves right with the Earth, and with one another. D. And so, Spirit. This new Universe picture, based on Consciousness, has a place for Spirit as simply Infinite Consciousness. All universes all worlds are formed out of this Consciousness, divine and sacred throughout. And Spirit is everywhere in the Earth and can be connected everywhere. And the Native North American people had things right. Everything has its own Spirit, and without contradiction is also an expression of Spirit. And what I am really doing in terms of concepts of modern science is presenting the Native North American version of the Real. And this new Universe picture has a place for the essential insight of all religions almost smothered by church tradition: Love. Not an emotion but a great Oneness, that can be found everywhere, even in a busy city street. But especially in the Earth, that is levels and depths of Oneness everywhere. And so, for the first time in their long and bitter antagonistic history, science and religion now share a common base with this term Spirit, the lynchpin in a new conceptual framework. And I offer an interpretation of where we are in our history, this present moment of historical grace, and these tumultuous times in which we live, the return of the Goddess and the Divine Feminine, the Reappearance of the Feminine in history, the Advent of Women, this great Awakening, as of Springtime after a long dark Winter, the Awakening, the Second Coming. And so, stay tuned! (shrink)

A common and enduring early modern intuition is that materialists reduce organisms in general and human beings in particular to automata. Wasn’t a famous book of the time entitled L’Homme-Machine? In fact, the machine is employed as an analogy, and there was a specifically materialist form of embodiment, in which the body is not reduced to an inanimate machine, but is conceived as an affective, flesh-and-blood entity. We discuss how mechanist and vitalist models of organism exist in a more complementary (...) relation than hitherto imagined, with conceptions of embodiment resulting from experimental physiology. From La Mettrie to Bernard, mechanism, body and embodiment are constantly overlapping, modifying and overdetermining one another; embodiment came to be scientifically addressed under the successive figures of vie organique and then milieu intérieur, thereby overcoming the often lamented divide between scientific image and living experience. (shrink)

The most cursory examination of the history of artificial intelligence highlights numerous egregious claims of its researchers, especially in relation to a populist form of ‘strong’ computationalism which holds that any suitably programmed computer instantiates genuine conscious mental states purely in virtue of carrying out a specific series of computations. The argument presented herein is a simple development of that originally presented in Putnam’s (Representation & Reality, Bradford Books, Cambridge in 1988 ) monograph, “Representation & Reality”, which if correct, has (...) important implications for turing machine functionalism and the prospect of ‘conscious’ machines. In the paper, instead of seeking to develop Putnam’s claim that, “everything implements every finite state automata”, I will try to establish the weaker result that, “everything implements the specific machine Q on a particular input set ( x )”. Then, equating Q ( x ) to any putative AI program, I will show that conceding the ‘strong AI’ thesis for Q (crediting it with mental states and consciousness) opens the door to a vicious form of panpsychism whereby all open systems, (e.g. grass, rocks etc.), must instantiate conscious experience and hence that disembodied minds lurk everywhere. (shrink)

Thanks to mounting discussion about projected technologies’ possibly altering the species mentally and physically, philosophical investigation of what human beings are proceeds robustly. Many thinkers contend that whatever we are has little to do with how we should behave. Yet, tampering with what the human being is may tread upon human rights to be whatever one is. Rights given in widely recognized documents such as the U.N. Declaration of the Rights of Indigenous Peoples assume what humans are and need depends (...) upon ontological assumptions about human existence. Godman turns to human ontology—just what kind of beings humans are (from an angle distinct from the other two books) and how these play into rights. She is concerned with how well the social sciences accord with what we are. Gunkel homes in on a more specific moral topic than Godman's general concern with identity’s role in rights: automata moral status and rights. He enjoins us to inquire into what human rights are before we take on the new technologies’ challenge to it. Schneider’s Artificial You, while not explicitly about rights, poses a rights quandary. Certain individuals with reputable resources and practical backing explicitly seek to evolve the species as they see fit. The urgency among these works concerns how we need a sharper idea of what we are, how we should act and be treated, and how our rights fare among potential human improvements. (shrink)

Historically embryogenesis has been among the most philosophically intriguing phenomena. In this paper I focus on one aspect of biological development that was particularly perplexing to the ancients: self-organisation. For many ancients, the fact that an organism determines the important features of its own development required a special model for understanding how this was possible. This was especially true for Aristotle, Alexander, and Simplicius, who all looked to contemporary technology to supply that model. However, they did not all agree on (...) what kind of device should be used. In this paper I explore the way these ancients made use of technology as a model for the developing embryo. I argue that their different choices of device reveal fundamental differences in the way each thinker understood the nature of biological development itself. In the final section of the paper I challenge the traditional view (dating back to Alexander's interpretation of Aristotle) that the use of automata in GA can simply be read off from their use in the de motu. (shrink)

While Autonomous Weapons Systems have obvious military advantages, there are prima facie moral objections to using them. By way of general reply to these objections, I point out similarities between the structure of law and morality on the one hand and of automata on the other. I argue that these, plus the fact that automata can be designed to lack the biases and other failings of humans, require us to automate the formulation, administration, and enforcement of law as much as (...) possible, including the elements of law and morality that are operated by combatants in war. I suggest that, ethically speaking, deploying a legally competent robot in some legally regulated realm is not much different from deploying a more or less well-armed, vulnerable, obedient, or morally discerning soldier or general into battle, a police officer onto patrol, or a lawyer or judge into a trial. All feature automaticity in the sense of deputation to an agent we do not then directly control. Such relations are well understood and well-regulated in morality and law; so there is not much challenging philosophically in having robots be some of these agents — excepting the implications of the limits of robot technology at a given time for responsible deputation. I then consider this proposal in light of the differences between two conceptions of law. These are distinguished by whether each conception sees law as unambiguous rules inherently uncontroversial in each application; and I consider the prospects for robotizing law on each. Likewise for the prospects of robotizing moral theorizing and moral decision-making. Finally I identify certain elements of law and morality, noted by the philosopher Immanuel Kant, which robots can participate in only upon being able to set ends and emotionally invest in their attainment. One conclusion is that while affectless autonomous devices might be fit to rule us, they would not be fit to vote with us. For voting is a process for summing felt preferences, and affectless devices would have none to weigh into the sum. Since they don't care which outcomes obtain, they don't get to vote on which ones to bring about. (shrink)

The materialist approach to the body is often, if not always understood in ‘mechanistic’ terms, as the view in which the properties unique to organic, living embodied agents are reduced to or described in terms of properties that characterize matter as a whole, which allow of mechanistic explanation. Indeed, from Hobbes and Descartes in the 17th century to the popularity of automata such as Vaucanson’s in the 18th century, this vision of things would seem to be correct. In this paper (...) I aim to correct this inaccurate vision of materialism. On the contrary, the materialist project on closer consideration reveals itself to be, significantly if not exclusively, (a) a body of theories specifically focused on the contribution that ‘biology’ or rather ‘natural history’ and physiology make to metaphysical debates, (b) much more intimately connected to what we now call ‘vitalism’ (a case in point is the presence of Théophile de Bordeu, a prominent Montpellier physician and theorist of vitalism, as a fictional character and spokesman of materialism, in Diderot’s novel D’Alembert’s Dream), and ultimately (c) an anti-mechanistic doctrine which focuses on the unique properties of organic beings. To establish this revised vision of materialism I examine philosophical texts such as La Mettrie’s Man a Machine and Diderot’s D’Alembert’s Dream; medical entries in the Encyclopédie by physicians such as Ménuret and Fouquet; and clandestine combinations of all such sources (Fontenelle, Gaultier and others). (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Spinoza and the Theory of Organism HANS JONAS I CARTESIANDUALISMlanded speculation on the nature of life in an impasse: intelligible as, on principles of mechanics, the correlation of structure and function became within the res extensa, that of structure-plus-function with feeling or experience (modes of the res cogitans) was lost in the bifurcation, and thereby the fact of life itself became unintelligible at the same time that the explanation (...) of its bodily performance seemed to be assured. The impasse became manifest in Occasionalism : its tour de force of an extraneous, divine "synchronization" of the outer and the inner world (the latter denied to animals) not only suffered from its extreme artificiality, the common failing of such ad hoc constructions, but even at so high a cost failed to accomplish its theoretical purpose by its own terms. For the animal machine, like any machine, raises beyond the question of the "how" that of the "what for" of its functioning---of the purpose for which it had thus been constructed by its maker.1 Its performance, however devoid of immanent teleology, must serve an end, and that end must be someone's end. This end may (directly) be itself, as indeed Descartes had implied when declaring self-preservation to be the effect of the functioning of the organic automaton. In that case the existence as such of the machine would be its end--either terminally, or in turn to benefit something else. In the former case, the machine would have to be more than a machine, for a mere machine cannot enioy its existence. But since, by the rigorous conception of the res extensa, it cannot be more than a machine, its function and/or existence must serve something other than itself. Automata in Descartes ' time were mainly for entertainment (rather than work). But the raison d'etre of the living kingdom could not well be seen in God's indulging his mechanical abilities or in the amusement of celestial spectators--especially since mere complexity of arrangement does not create new quality and thus add something to the unrelieved sameness of the simple substratum that might enrich the spectrum of being. For quality, beyond the primitive determinations of the extended per se, is the subjective creature of sensation, the confused representation of quantity in a mind; and thus organisms cannot harbor it because as mere machines they lack mentality, and pure spirits cannot because they lack sensuality, or the privilege of confusion and thereby of illusion with its possible enjoyment. And as to their intellectual enjoyment, even that, deprived of the thrill of discovery by the same token, would pale in the contemplation of what to sufficiently large The concept of "machine," adopted for its strict confinementto efficientcause, is still a finalisticconcept,even thoughthe final cause is no longer internal to the entity, as a mode of its own operation,but external to it as antecedent design. [43] 44 HISTORY OF PHILOSOPHY intellects is nothing but the ever-repeated exemplification of the same few, elementary (and ultimately trivial) truths. There remained, then, the time-honored--Stoic as well as Christian--idea that plants and animals are for the benefit of Man. Indeed, since the existence of a living world is the necessary condition for the existence of any of its members, the self-justifying nature of at least one such member (= species) would justify the existence of the whole. In Stoicism, Man provided this end by his possession of reason, which makes him the culmination of a terrestrial scale of being that is also self-justifying throughout all its grades (the end as the best of many that are good in degrees) ; in Christianity, by his possession of an immortal soul, which makes him the sole imago Dei in creation (the end as the sole issue at stake) ; and Cartesian dualism radicalized this latter position by making man even the sole possessor of inwardness or "soul" of any kind, thus the only one of whom "end" can meaningfully be predicated as he alone can entertain ends. All other life then, the product of physical necessity, can be considered his means. However, this traditional idea, in its anthropocentric vanity never a... (shrink)

The 20th Century is the starting point for the most ambitious attempts to extrapolate human life into artificial systems. Norbert Wiener’s Cybernetics, Claude Shannon’s Information Theory, John von Neumann’s Cellular Automata, Universal Constructor to the Turing Test, Artificial Intelligence to Maturana and Varela’s Autopoietic Organization, all shared the goal of understanding in what sense humans resemble a machine. This scientific and technological movement has embraced all disciplines without exceptions, not only mathematics and physics but also biology, sociology, psychology, economics etc. (...) New terms were developed, such as “information”, “organization”, “entropy”, “communication”, “encryption”, “computation” and “algorithmics” to mention a few, all which had an enormous impact on artificial systems. Our work follows this historical track but with a reversed order of priorities. Instead of deducing a reduced group of human acts into an artificial environment, we deduce the human aspects of machines by extrapolating algorithmic methodologies into everyday life acts. The present informational theories were insufficiently powered to achieve this objective without developing a new theoretical approach. Hence, our research is directed towards an expansion of the current informational theories. (shrink)

In this paper I investigate affinities between Nietzsche’s early philosophy and some aspects of Kant’s moral theory. In so doing, I develop further my reading of Nietzschean wholeness as an ideal that consists in the achievement of cultural—not psychic—integration by pursuing the ennoblement of humanity in oneself and in all. This cultural achievement is equivalent to the procreation of the genius or the perfection of nature. For Nietzsche, the process by means of which we come to realize the genius in (...) ourselves is one in which our true content comes to necessarily govern or guide the shaping of our outer form (or our outward activities). Since this true content turns out to be our autonomy or free agency, I argue that this Nietzschean idea of necessitation parallels in important ways Kant’s notion of normative necessity. In particular, I claim that for Nietzsche the agent’s form becomes necessitated by his content as a result of the agent’s recognition of the duties that befall those who aspire to belong to a genuine culture and his resolve to guide his actions in accordance to them. These duties spring from the idea of humanity, from the image we have of ourselves as endowed with the capacity to be the helmsmen of our lives or to be more than mere animals or automata. The person who takes up this ideal of humanity turns his life into a living unity of content and form by organizing it around an aspect of his being that belongs necessarily, hence more truthfully, to him. He also participates in a collective project (that of the ennoblement of the human being) that can lend a certain coherence and imperishability to his individual life and through which he becomes necessarily connected to everyone else for all eternity. (shrink)

A hypergroup, as a generalization of the notion of a group, was introduced by F. Marty in 1934. The first book in hypergroup theory was published by Corsini. Nowadays, hypergroups have found applications to many subjects of pure and applied mathematics, for example, in geometry, topology, cryptography and coding theory, graphs and hypergraphs, probability theory, binary relations, theory of fuzzy and rough sets and automata theory, physics, and also in biological inheritance.

Cunoașterea și informațiile (abordate în ansamblu sau în componentele lor distincte) sunt o preocupare majoră pentru tehnologia informației, sisteme de informații, știința informației și activitatea de informații în general. Procesul obţinerii, prelucrării şi analizei informaţiilor este o preocupare majoră pentru societatea actuală. În acest scop se folosesc procedee şi tehnici specifice pentru culegerea sau generarea de informaţii, prelucrarea acestora prin analiză şi sinteză, generarea de predicţii şi strategii, transmisia şi prezentarea informaţiilor factorilor de decizie, şi stocarea lor. Analiza informațiilor poate (...) fi caracterizată ca o intreprindere epistemologică, care urmărește să dezvolte o înțelegere clară a produselor cunoașterii. Perspectiva lui Polanyi despre cunoaștere servește unor considerații epistemologice fundamentale privind cunoașterea ca produs. Conceptul acesta de cunoaștere personală contribuie la o înțelegere mai profundă a cunoașterii. Perspectiva inversează ierarhia tradițională epistemologică. Cea mai mare provocare ar putea fi aceea de a convinge analiștii, conducerea și clienții lor de avantajele metodelor analitice structurale. O introducere treptată și naturală a acestor metode în fluxul obișnuit de procese și produse de informații ar putea fi mai eficientă decât realinierea la scară largă a gândirii. "Spațiul" activităților de informații s-a extins de la guverne ca actori statali la actori non-statali precum ONG-uri, instituții transnaționale și corporații, firme private și grupuri de interese și presiuni reprezentând comunități, concepte și ideologii diverse. Procesul de luare a deciziilor a devenit dispersat și granular. Actuala "democratizare" a serviciilor de informații are un impact major asupra colectării și analizei informațiilor, și a procesului decizional, determinând serviciile de informații să devină mai transparente, să ia în considerație dezbaterile publice a acțiunilor lor și să fie nevoite, uneori, să le justifice public. Un domeniu de care pot beneficia serviciile de informații este cel al managementului cunoașterii, implicat într-o dezbatere riguroasă asupra conceptelor, teoriilor și abordărilor cunoașterii și utilizării acestora. Noua paradigmă a serviciilor de informații impune schimbări majore la nivel organizațional și de pregătire a profesioniștilor pentru a înțelege și adopta noile concepte și tehnologii. -/- CUPRINS -/- Introducere 1 Cunoaștere - Definirea cunoașterii în filozofie - Comunicarea cunoașterii - Cunoașterea situată - Cunoașterea parțială - Cunoașterea științifică - 1.1 Ontologia - - Prezentare generală - - - Unele întrebări fundamentale - - - Concepte - - - Tipuri - - Istorie - - - Originile - - - - Parmenide și monismul - - - - Pluralismul ontologic - - - - Platon - - Ontologia în știință - - Alte subiecte ontologice - - - Formațiuni ontologice - - - Certitudine ontologică și epistemologică - - - Corpul și mediul, care pun la îndoială semnificația ființei - - - Ontologie și limbă - - - Ontologie și geografia umană - - - Realitate și actualitate - 1.2 Epistemologia - - Context și semnificație - - Cunoașterea - - - Cunoașterea că, cunoașterea cum și cunoașterea directă - - - Credință - - - Adevăr - - - Justificare - - - Problema lui Gettier - - - Externalism și internalism - - - Problema valorii - 1.3 Metodologii - - Prezentare generală - - - Procesul - - - - Formularea unei întrebări - - - - Ipoteza - - - - Predicția - - - - Testarea - - - - Analiza - - - Alte componente - - - - Replicarea - - - - Examinarea externă - - - - Înregistrarea și partajarea datelor - - Investigații științifice - - - Proprietățile cercetării științifice - - - Credințe și prejudecăți - - Elementele metodelor științifice idealizate - - Elemente ale metodei științifice - - - Caracterizări - - - Incertitudine - - - Definire - - - Dezvoltarea ipotezelor - - - Predicții din ipoteze - - - Experimente - - - Evaluare și îmbunătățire - - - Confirmarea - - Modele de cercetare științifică - - - Modelul clasic - - - Modelul ipotetico-deductiv - - - Modelul pragmatic - - Știința sistemelor complexe - 1.4 Hermeneutica - - Etimologie - - Hermeneutica filosofică - - - Hermeneutica modernă - - - - Schleiermacher (1768-1834) - - - - Dilthey (1833-1911) - - - - Heidegger (1889-1976) - - - - Gadamer (1900-2002) și colab. - - - - Noua hermeneutică - - - - Hermeneutica marxistă - - - - Hermeneutica obiectivă - 1.5 Filosofia limbajului - - Subiecte și sub-domenii majore - - - Compoziție și părți - - - Natura sensului - - - Referință - - - Mintea și limba - - - - Înnăscut și învățat - - - - Limba și gândul - - - Interacțiunea socială și limba - - Limbajul și filozofia continentală - - Probleme în filosofia limbajului - - - Imprecizia - - - Problema universalului și a compoziției - - - Natura limbajului - - - Abordări formale versus informale - - - Traducere și interpretare - 1.6 Logica - - Concepte - - Forma logică - 1.7 Filosofia logicii - - Adevăr - - - Purtătorii de adevăr - - - Adevăruri analitice, adevăr logic, valabilitate, consecință logică și implicare - 1.8 Declarații - - Declarația ca o entitate abstractă - 1.9 Dileme - - Utilizarea dilemei în logică - 1.10 Limitările cognitive - - Colin McGinn - - Friedrich Hayek - - John Tyndall - - Noam Chomsky - - Fenomene și obiecte și evenimente care nu se pot simți (numene) - - Noi misterieni - 1.11 Managementul cunoașterii - - Cercetare - - - Dimensiuni - - - Strategii - - - Motivații - 1.12 Ingineria cunoașterii - 1.13 Cunoașterea tacită în activitatea de informații 2 Date - Date, informații, cunoaștere și înțelepciune - În alte domenii - Memoria - - Procese - Înregistrări - 2.1 Referințe - - Etimologie și semnificații - - Semantică - - - Sens - - - Referent absent - - - Semnul lingvistic - - Informatică - - Biblioteci și știința informației - - Psihologie - - Școala - - Lege - - Artă - 2.2 Simboluri - - Etimologie - - Definiții - - Simbolurile și semiotica - - Psihanaliza, retorica și arhetipuri - - Paul Tillich - - Rolul contextului în simbolism - - - Semnificația istorică - - - Context - - Acțiuni simbolice - 2.3 Baze de date - - Baze de date guvernamentale - - - Uniunea Europeană - - Baze de date naționale ADN - 2.4 Metadate - - Definiție - - Identificarea - - - Exemplu - 2.5 Statistici - - Domeniu - - - Statistica matematică - - - Prezentare generală 3 Informații - Abordarea teoriei informației - Ca intrare senzorială - Ca reprezentare și complexitate - Informația ca mesaj - Informația ca determinant al transformărilor - Utilizarea studiului informațiilor - Informații mediate tehnologic - Informații sub forma unor fișiere - Semiotica - 3.1 Teoria informației - - Domeniul de studiu - - Evoluție - - Cantități de informații - - - Entropia unei surse de informații - - - Entropia comună - - - Entropia condițională (echivocă) - - - Informații reciproce (transinformații) - - - Divergența Kullback-Leibler (câștigul de informații) - - - Alte cantități - - Teoria codificării - - - Teoria surselor - - - - Rata - - - Capacitatea canalului - - - - Capacitatea anumitor modele de canale - - Aplicații în alte domenii - - - Utilizări în intelligence și aplicații de secretizare - - - Generarea numerelor pseudoaleatorii - - - Explorarea seismică - - - Semiotica - - - Aplicații diverse - - Unități de informație - - Unități primare - - Unități derivate din biți - - - Octet (byte) - - - Nibble - - - Cuvânt, bloc și pagină - - Exemple de valori - 3.2 Tehnologia informației - - Procesarea datelor - - - Stocarea datelor - - - Regăsirea datelor - - - Transmisia de date - - - Manipularea datelor - - Perspectiva - - - Perspectiva academică - - - Perspectiva etică - 3.3 Confidențialitatea informațiilor - - Tipuri de informații - - - Internet - - - Televiziunea prin cablu - - - Informații medicale - - - Informații financiare - - - Localizarea - - - Informații politice - - - Informații educaționale - - Legalitatea - 3.4 Informații sensibile - - Informații non sensibile - - - Informații publice - - - Informații de rutină în afaceri - - Tipuri de informații sensibile - - - Informații comerciale confidențiale - - - Informații clasificate - - Protecția legală împotriva divulgării neautorizate - - - Informații personale și private - - - Informații de afaceri confidențiale - - - Informații clasificate - - Informații sensibile digitale - 3.5 Informații clasificate - - Clasificări guvernamentale - - Nivele de clasificare - - - Top Secret (TS) - - - Secret - - - Confidențial - - - Resticționat - - - Neclasificat - - Permisul de acces - - Informații compartimentate - - Informații nucleare - - Internațional - - - Clasificările NATO - - - Organizații internaționale - - - Clasificări echivalente în diferite țări - - Clasificarea corporativă - - Protocolul luminii de trafic - 3.6 Tipuri de informații clasificate 4 Activitatea de informații - 4.1 Istoria activității de informații - 4.2 Știința informației - - Fundamente - - - Domeniu de aplicare și abordări - - - Definiții ale științei informației - - - Filozofia informației - - - Ontologie - - Extragerea informațiilor - - Vectori de cercetare și aplicații - - - Accesul la informații - - - Arhitectura informațiilor - - - Managementul informațiilor - - - Extragerea informațiilor - - - Societatea informațională - - - Reprezentarea cunoașterii și raționamentul - 4.3 Ontologia activității de informații - 4.4 Economia informațională - - Valoarea informațiilor - - Informațiile, mecanismul prețurilor și organizațiile - - Asimetria informațională - - - Semnalizare - - - Screening - - Bunuri informaționale - - - Împachetarea - 4.5 Economia informațiilor industriale - 4.6 Managementul informațiilor - - Aspecte teoretice - - - Teorii comportamentale și organizaționale - - - Teoria economică - - Managementul informațiilor strategice - - - Alinierea tehnologiilor și strategiilor de afacere cu managementul informațiilor - - - Un model de portofoliu contemporan pentru informații - - - Competențe pentru gestionarea calității informațiilor - - - Rezumat - - Operaționalizarea managementului informațiilor - - - Gestionarea schimbării necesare - - - Opera timpurie a lui Galbraith - - - Organizații matriceale - - Informații în sursă deschisă - - - Surse deschise pentru informații - - - Definiții pentru OSINT - - - Informații competitive - - - OSINT în afaceri - 4.7 Ciclul de informații - 4.8 Managementul ciclului de informații - - Prezentare generală - - - Definirea intelligence - - - Managementul ciclului de informații - - - Planificarea și prezentarea generală a direcției - - Cerințe - - - Naționale / strategice - - - Militare / operaționale - - Arhitectura intelligence - - - Bugetarea - - - Factori politici - - - Echilibrarea aplicării legii și securitatea națională - - - Public versus privat - - Planificarea colectărilor - - - CCIRM - - Emiterea de ordine și cereri - - - Prioritizare - - Alte subiecte - - - Folosirea politică greșită - - - Intelligence clandestină față de acțiunea sub acoperire - - - - Coordonarea acțiunii HUMINT și a acțiunii sub acoperire - - - - Riscuri și resurse comune - - Eșecurile din ciclul intelligence - - Alte cicluri - - - Bucla Boyd OODA - 4.9 Informațiile în afaceri (Business intelligence) - - Componente - - Istorie - - Depozitarea datelor - - Comparație cu inteligența competitivă - - Comparație cu cercetarea analitică de afaceri - - Aplicații într-o întreprindere - - Prioritizarea proiectelor - - Factori de succes în implementare - - - Suportul afacerii - - - Nevoile afacerii - - - Cantitatea și calitatea datelor disponibile - - Aspect utilizator - - Date semistructurate sau nestructurate - - - Date nestructurate vs. date semistructurate - - - Probleme cu date semistructurate sau nestructurate - - - Utilizarea de metadate - 4.10 Informații competitive - - Dezvoltare istorică - - Tendințe recente - - Domenii similare - - Etica - - Externalizarea - 4.11 Analogii cu alte discipline - - Știința - - Arheologia - - Afaceri - - Medicina 5 Comunitatea - 5.1 Sisteme informaționale - - Prezentare generală - - Tipuri de sisteme informaționale - 5.2 Comunicarea - - Comunicare nonverbală - - Comunicare verbală - - Comunicarea scrisă și dezvoltarea sa istorică - - Comunicare de afaceri - - Comunicare familială - - Comunicarea interpersonală - - Proiectarea comunicării - - Revoluția comunicării informațiilor - - Consultanța - 5.3 Societatea informațională - - Ce este? - - Creșterea informației în societate - - Dezvoltarea modelului societății informaționale - - - Tranziția economică - - Procesarea informațiilor sociale - 5.4 Guvernarea electronică - - Definirea e-guvernării - - Indicele ONU de dezvoltare a e-guvernării - - Exemple de e-guvernare și e-guvernanță - 5.5 Servicii secrete - - Relația dintre serviciile aceleiași țări - 5.6 Epistemologia activității de informații - 5.7 Comunități epistemice - 5.8 Comunități epistemice în UE - - Conceptul comunităților epistemice și limitele sale - - Agenția Europeană de Apărare - - Centrul UE de analiză a informațiilor - - Concluzie 6 Contrainformații - 6.1 Istoria spionajului - - Istoria timpurie - - Europa timpurie modernă - - Secolul al 18-lea - - - Franța - - - Marea Britanie - - - Spionaj industrial - - - Revoluția americană, 1775-1783 - - - Revoluția franceză și războaiele napoleoniene, 1793-1815 - - Secolul al 19-lea - - - Războiul civil american 1861-1865 - - - Informații militare - - - - Austria - - - - Marea Britanie - - - - Franța - - - - Germania - - - - Italia - - - - Rusia - - - Informații navale - - - Contraspionaj - - Secolul 20 - - - Agenții de informații civile - - - Primul Razboi Mondial - - - - Decodarea - - - Revoluția rusă - - - Perioada interbelică - - - - Germania nazistă - - - Al doilea razboi mondial - - - - MI6 în Marea Britanie - - - - MAGIC: SUA sparge codul japonez - - - - OSS în Statele Unite - - - - Contraspionaj - - - Războiul rece - - - Războiul post-rece - - - - Războiul din Irak 2003 - - - - Antiterorism - - - - - Israel - 6.2 Spionajul - - Țintele spionajului - - Metode și terminologie - - - Tehnologii și tehnici - 6.3 Contraspionaj - - Operațiunile de contraspionaj defensive - - - Contra-HUMINT - - - Motivații pentru divulgarea informațiilor și operațiunilor - - Teoria contraspionajului ofensiv - 6.4 Securitatea - - Clasificarea securității - - Concepte de securitate - - Managementul securității în organizații - 6.5 Terorism - - Lupta UE împotriva terorismului - - - Strategia UE - - - - Prevenirea - - - - Protecția - - - - Urmărirea - - - - Răspunsul - 6.6 O teorie a contrainformațiilor - - Definiții concurente - - Serviciile de informații - - - Factorii care determină comportamentul serviciilor de informații - - Contrainformații aplicate - - - Asistență politică - - - Suport operațional - - - Evidențierea documentelor - - Operațiuni de contrainformații - - Contraspionaj - - Domenii de studiu 7 Culegerea de informații - 7.1 Extragerea cunoașterii - - Privire de ansamblu - - Extragerea din surse structurate în RDF - - - Maparea din tabele/vizionări RDB în entități/atribute/valori RDF - - - Mapări complexe ale bazelor de date relaționale RDF - - - XML - - Extracția din surse naturale de limbaj - - - Extracție de informații (EI) tradițională - - - Extracția de informații bazată pe ontologie (EIBO) - - - Învățarea ontologiei - - - Adnotare semantică - - - Instrumente - - Descoperirea de cunoștințe - 7.2 Colectarea de informații umane - - Surse - - Operații de bază HUMINT - - - Pregătirea ofițerilor pentru lucrul în culturi - - - Diferențierea de bază pe tip de subiect - - - Selectarea surselor potențiale - - - Identificare - - - Tipuri de interviuri - - - - Informarea (debriefing) - - - - Interogare - - - Planificarea interviului inițial - - - - Caracteristicile interogatorului (anchetatorilor)â - - - - Sprijinirea nevoilor - - - - Atitudini ale subiectului - - - Planificarea interviurilor suplimentare - - Principii de interogare - - - Raport de construcție - - - Utilizarea înregistratoarelor - - - Lucrul cu interpreți - - Surse recrutate / de încredere - - - Spionaj - - Analiza relațiilor dintre subiecții HUMINT - 7.3 Investigații - - Surse clasice - - - Deducția - - - Inducția - - - Abducția - - Investigații criminale - 7.4 Profilarea infractorilor - 7.5 Informația asimetrică - - Modele de informații asimetrice - - Selecția adversă - - - Semnalizare (Signaling) - - - Investigare (Screening) - - Aplicarea asimetriei de informații în domeniul cercetării - - Surse de asimetrie informațională - - Efectul blogurilor asupra asimetriei informaționale - - Efectul inteligenței artificiale asupra asimetriei informaționale - 7.6 Proiectarea mecanismului - - Intuiția - - Proiectarea - - - Mecanismul - - - Principiul revelației - - - Gradul de implementare - 7.7 Raportul circular - - Exemple specifice - 7.8 Liberul acces la informații 8 Supravegherea - Tipuri - - Calculator - - Telefoane - 8.1 Camere de supraveghere - 8.2 Camere IP - - Standarde - - Avantaje ale camerelor IP - - Dezavantaje potențiale - 8.3 Camere web - - Probleme de intimitate - - Efecte asupra societății moderne - - Utilizări ale camerelor web - - - Monitorizare video pentru îngrijirea copiilor - - - Comerț - - - Apeluri video și videoconferințe - - - Video de securitate - - - Clipuri video și fotografii - - - Dispozitive de control al intrărilor - - Tehnologia camerelor web - 8.4 Supravegherea în IR - - Applicații - - Specificații - - Cum funcționează supravegherea în IR - 8.5 Supravegherea în masă - - Supravegherea în masă în Uniunea Europeană - - - INDECT - - - HIDE - 8.6 Supravegherea aeriană - 8.7 Supravegherea calculatoarelor - - Emanații - - Policeware - 8.8 Interceptarea convorbirilor telefonice - - Aspecte legale - - Supravegherea electronică a telefoanelor - 8.9 Identificarea automată și captura de date (AIDC) - 8.10 Captarea datelor din documente tipărite - - Cele mai cunoscute tipuri de aplicații - - - ABBYY - - - Accusoft - - - AnyDoc Software - - - Cvision Technologies - - - Expervision - - - I.R.I.S. Group - - - LEADTOOLS - - - Nuance Communications - - - PSIGEN Software - 8.11 Ingineria securității - - Calificări - - Atitudini privind securitatea - - Practici de bază - - Subdomenii - 8.12 Securitatea calculatoarelor - - Securitate prin proiectare - 8.13 Biometria - - Sisteme biometrice adaptive - - Direcții noi de dezvoltare - - - Accesul în rețele publice - - Supravegherea biometrică - - Funcționalitatea biometrică 9 Analiza informațiilor - Prezentare generală - Metoda analitică - - Stabilirea obiectivelor pentru o analiză de informații - - - Fii îndrăzneț și cinstit - - - Acord privind conținutul - - - Orientarea spre clienți - - - Orientarea spre colegi - - Organizând ceea ce aveți - Natura analizei - - Tipuri de raționament - - - Inducție: căutarea cauzalității - - - Deducția: aplicarea generalului - - - Intuiția instruită - - - Metoda științifică - - Metode de analiză - - - Analiza oportunităților - - - Analiza cuiului de siguranță - - - Analiza ipotezelor concurente - - - Analogie - Procesul analitic - - Definirea problemei - - Generarea de ipoteze - - Determinarea nevoilor de informații și colectarea de informații - - Evaluarea surselor - - Evaluarea ipotezelor (teste) - - Producția și ambalarea - - Evaluarea colegială - - Feedback de la client și evaluarea producției - Nu uitați niciodată utilizatorul final - 9.1 Conceptualizarea funcțiilor analizei de informații - 9.2 Metodologii în analiza informațiilor - 9.3 Euristica în analiza de informații - - Puterea de expertiză - - Paradoxul de expertiză - - Sarcinile analiștilor de informații - - Pro și contra echipelor - - Tehnologii - - Metodologii analitice - - Euristica - 9.4 Raționamentul inductiv - - Raționamentul inductiv vs. raționamentul deductiv - - Critici - - - Prejudecăți - - Tipuri de raționament inductiv - - - Generalizare - - - Silogismul statistic - - - Inducția simplă - - - Argumentul din analogie - - - Inferența cauzală - - - Predicția - - Inferența bayesiană - - Inferența inductivă - 9.5 Evaluarea informațiilor - - Procesul de evaluare a informațiilor - - Ciclul informațiilor centrice specifice - - Evaluarea informațiilor criminale - - - Utilizarea de Armata SUA - - - Procesul CRIMINT - - Analiza informațiilor criminale - 9.6 Abordarea orientată spre țintă a ciclului de informații - - Analiza orientată pe țintă - - - Procesul de intelligence - - Crearea modelului - - - Modele în intelligence - - - Surse de informații de intelligence - - - Popularea modelului - - Analiza organizațională - - Aplicarea abordării centrate pe țintă în intelligence - - Critici - 9.7 Analiza ipotezelor competitive - - Proces - - Puncte forte - - Puncte slabe - - - Analiza structurată a ipotezelor concurente - - - Alte abordări ale formalismului - 9.8 Analiza indicatorilor - - Istorie - - Elemente de analiză a indicatorilor - - - Tehnici analitice structurate - - - Cerință - - - Categorii - - - Factori - - - Scenarii - - - Indicatori - - Proces - - Beneficii - - Puncte slabe - - Tehnici analitice structurate înrudite - 9.9 Cuvinte de probabilitate estimativă - - Istorie - - - Informații - - - - Eșecuri de politică și de informații legate de CPE - - Reformele metodologiei - - - Cuantificarea fiabilității sursei și a încrederii analitice - - - Analiza stocastică - - - Standardizare - - - - Experiența Mercyhurst cu CPE standardizate - 9.10 Predicții - - Predicții informale pe bază de ipoteze - - Sondaje de opinie - - Statistici - - Supranaturalul (profeții) - - Predicția în știință - - Finanțe 10 Media și rețele sociale - Studiul - Istoria - Nivele de analiză a rețelelor sociale - - Nivel micro - - Nivel mediu - - Nivel macro - Legături teoretice - - Teorii importate - - Teorii specifice - Decalaje structurale - Clustere de cercetare - - Comunicare - - Comunitate - - Rețele complexe - - Rețele criminale - - Difuzarea inovațiilor - - Demografie - - Sociologia economică - - Sănătate - - Ecologie umană - - Limba și lingvistica - - Rețele literare - - Studii organizatorice - - Capitalul social - - Poziția și beneficiile rețelei - - Media socială - Servicii în rețele sociale - - Impactul social - - Caracteristici tipice - - Caracteristici suplimentare - 10.1 Media socială - - Clasificarea mediei sociale - - - Viralitate - - Bloguri - - Comunicarea prin calculator - - Defăimarea - - Jurnalism - - - Mass media - - Facebook - - Twitter - - YouTube - 10.2 Știri - - Caracteristici - - - Noutatea - - - Marfă - - - Tonul - - - Valoarea de noutate a știrii - - Media de știri - - - Ziare - - - Televiziunea - - - Internet - 10.3 Psihologia mulțimilor - 10.4 Manipularea prin media - - Contexte - - - Activism - - - Publicitate - - - Farsa - - - Propaganda - - - Război psihologic - - - Relații publice - - Tehnici - - - Marketingul motoarelor de căutare - - Profesioniști în conformitate - - - Tehnici - 10.5 Psihologia rețelelor sociale - - Neuroplasticitatea - 10.6 Analiza rețelelor sociale 11 Etica - Definirea eticii - 11.1 Relativismul moral - - Variații - - - Descriptiv - - - - Meta-etic - - - - Normativ - 11.2 Utilitarism - - Etimologie - - Fundal istoric - - - Filozofia chineză - - - Filosofia occidentală - 11.3 Dileme etice - - Exemple de dileme etice - - Răspunsuri la argumente - - Dileme morale - - - Exemple - - - Conceptul - - - Probleme - 11.4 Codul de conduită FBI - 11.5 Meta-etica - - Întrebări meta-etice - - Teoriile semantice - - - Centralism și non-centralism - 11.6 Filosofia dreptului - - Jurisprudență analitică - - Jurisprudența normativă - - Abordări filosofice ale problemelor juridice Încheiere Resurse Despre autor - Nicolae Sfetcu - - De același autor - - Contact Editura - MultiMedia Publishing . 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As soon as you believe an imagination to be nonfictional, this imagination becomes your ontological theory of the reality. Your ontological theory (of the reality) can describe a system as the reality. However, actually this system is only a theory/conceptual-space/imagination/visual-imagery of yours, not the actual reality (i.e., the thing-in-itself). An ontological theory (of the reality) actually only describes your (subjective/mental) imagination/visual-imagery/conceptual-space. An ontological theory of the reality, is being described as a situation model (SM). There is no way to prove/disprove (...) that there is only one reality, or there are two realities (i.e., “subjective reality” and “objective reality”). So, every ontology talk/theory/imagination about the two realities is only a talk/theory/imagination – we will never know whether it is true or not. The conventionally-called “physical/objective reality/world” around my conventionally-called “physical/objective body” is actually a geometric mathematical model (being generated/mathematically-modeled by my brain) – it's actually a subset/component/part/element of my brain’s mind/consciousness/manifest-image. Our cosmos is an autonomous objective parallel computing automaton (aka state machine) which evolves by itself automatically/unintentionally – wave-particle duality and Heisenberg’s uncertainty principle can be explained under this SM of my brain. Each elementary particle (as a building block of our cosmos) is an autonomous mathematical entity itself (i.e., a thing in itself). Our cosmos has the same nature as a Game of Life system – both are autonomous objective parallel-computing automata. Cosmos (as a state machine) is indistinguishable from a digital simulation – my consciousness (as something nonphysical) is not cosmos (as a state machine). If we are happy to accept randomness/stochasticity, then it is obviously possible that all other worlds in the many-worlds interpretation (MWI) actually do not exist (objectively). As one metaphysical option, we can treat all other worlds as subjective only (even if they are actually objective). Under the context of this metaphysical option, we are only living in one world (i.e., the world we are currently living in; this world) – we are not living in many worlds at the same time parallelly. Under the context of this metaphysical option, there is only one possible future. The relationship among any number of elementary particles, is governed/described by Schrodinger equation. If (in theory) Schrodinger equation can’t be used to reliably forecast whether I will go to McDonald for dinner in this world (based on the current state of all elementary particles of the cosmos), then what can Schrodinger equation do? The conventionally-called “space” does not exist objectively. “Time” and “matter” are not physical. Consciousness is the subjective-form (aka quale) of the mathematical models (of the objective cosmos) which are intracorporeally/subjectively used by the control logic of a Turing machine’s program fatedly. A Turing machine’s mind/consciousness/manifest-image or deliberate decisions/choices should not be able to actually/objectively change/control/drive the (autonomous or fated) worldline of any elementary particle within this world (i.e., the world we are currently living in, under the context of MWI). Besides the Schrodinger equation (or another mathematical equation/function which is yet to be discovered) which is a valid/correct/factual causality of our cosmos/state-machine, every other causality (of our cosmos/state-machine) is either invalid/incorrect/counterfactual or can be proved by deductive inference based on the Schrodinger equation (or the aforementioned yet-to-be-discovered mathematical equation/function) only. Closed causality entails no causality. Consciousness plays no causal role (“epiphenomenalism”), or in other words, any cognitive/behavioural activity can in principle be carried out without consciousness (“conscious inessentialism”). If the “loop quantum gravity” theory is correct, then time/space does not actually/objectively exist in the objective-evolution of the objective cosmos, or in other words, we should not use the subjective/mental concept of “time”, “state” or “space” to describe/imagine the objective-evolution of our cosmos. (shrink)

This paper aims to provide a mathematically tractable background against which to model both modal and hyperintensional cognitivism and modal and hyperintensional expressivism. I argue that epistemic modal algebras, endowed with a hyperintensional, topic-sensitive epistemic two-dimensional truthmaker semantics, comprise a materially adequate fragment of the language of thought. I demonstrate, then, how modal expressivism can be regimented by modal coalgebraic automata, to which the above epistemic modal algebras are categorically dual. I examine five methods for modeling the dynamics of conceptual (...) engineering for intensions and hyperintensions. I develop a novel topic-sensitive truthmaker semantics for dynamic epistemic logic, and develop a novel dynamic epistemic two-dimensional hyperintensional semantics. I examine then the virtues unique to the modal and hyperintensional expressivist approaches here proffered in the setting of the foundations of mathematics, by contrast to competing approaches based upon both the inferentialist approach to concept-individuation and the codification of speech acts via intensional semantics. (shrink)

This presentation discusses a notion encountered across disciplines, and in different facets of human activity: autonomous activity. We engage it in an interdisciplinary way. We start by considering the reactions and behaviors of biological entities to biotechnological intervention. An attempt is made to characterize the degree of freedom of embryos & clones, which show openness to different outcomes when the epigenetic developmental landscape is factored in. We then consider the claim made in programming and artificial intelligence that automata could show (...) self-directed behavior as to the determination of their step-wise decisions on courses of action. This question remains largely open and calls for some important qualifications. We try to make sense of the presence of claims of freedom in agency, first in common sense, then by ascribing developmental plasticity in biology and biotechnology, and in the mapping of programmed systems in the presence of environmental cues and self-referenced circuits as well as environmental coupling. This is the occasion to recall attempts at working out a logical and methodological approach to the openness of concepts that are still to be found, and assess whether they can operate the structuring intelligibility of a yet undeveloped or underdeveloped field of study, where a “bisociation" and a unification of knowledge might be possible. (shrink)

We work with a large spatialized array of individuals in an environment of drifting food sources and predators. The behavior of each individual is generated by its simple neural net; individuals are capable of making one of two sounds and are capable of responding to sounds from their immediate neighbors by opening their mouths or hiding. An individual whose mouth is open in the presence of food is “fed” and gains points; an individual who fails to hide when a predator (...) is present is “hurt” by losing points. Opening mouths, hiding, and making sounds each exact an energy cost. There is no direct evolutionary gain for acts of cooperation or “successful communication” per se. In such an environment we start with a spatialized array of neural nets with randomized weights. Using standard learning algorithms, our individuals “train up” on the behavior of successful neighbors at regular intervals. Given that simple setup, will a community of neural nets evolve a simple language for signaling the presence of food and predators? With important qualifications, the answer is “yes.” In a simple spatial environment, pursuing individualistic gains and using partial training on successful neighbors, randomized neural nets can learn to communicate. (shrink)

The advance of mechanism in science and philosophy in the 17th century created a great interest to machines or automata. Leibniz was no exception - in an early memoir Drôle de pensée he wrote admiringly about a machine that could walk on water, exhibited in Paris. The idea of automatic processing in general had a large role in his thought, as can be seen, for example, in his invention of the binary code and the so-called Calculemus!-model for solving controversies. In (...) metaphysics, the idea of an automata was expressed most clearly in the 1695 article New System of the Nature of Substances and their Communication, and the ensuing correspondence with, among others, Foucher, Bayle, Lamy, Jaquelot and Masham. In the article Leibniz discusses the soul as a spiritual machine in the context of pre-established harmony, arguing that God can "give to a substance at the outset a nature or internal force which could produce in it an orderly way (as in spiritual or formal automaton; but a free one, in the case of a substance which is endowed with a share of reason) everything that is going to happen to it, that is to say, all the appearances or expressions it is going to have, and all without the help of any created thing." The basic idea of Leibniz's spiritual machine is that the soul or entelechy is an autonomous and spontaneous unity, consisting of internal active force and producing its own perceptions (both confused and distinct). It is a self-moving machine, driven by its perceptions and appetites, but it follows (without being conscious of it) a lawful series or programme created by God. The entelechy remains the same despite undergoing an infinite number of changes. To Foucher he explained that each state of the individual substance is a consequence of its preceding one, "as if there were only God and the substance in the world". Despite this, the spiritual machine is related not only to God, but through the pre-established harmony to bodies or natural machines. However, as it is not dependent on them, the spiritual machine is superiot to natural machines. In this paper I concentrate on three moral themes related to the spiritual machine: moral deliberation, moral identity and the goal of moral action. All these themes are more or less implicit in the New System, but are discussed in more detail in the ensuing correspondence after the publication of the article. Finally, the themes are given an extended discussion especially in the second book of New Essays on Human Understanding (1704, published 1765), written partly at the same time as some of the correspondence and unpublished related material. I will first give an overview of Leibniz's position concerning the spiritual machine or automaton in the New System and then go on to explore the three moral themes one by one, as they feature in the subsequent correspondence and in the New Essays. I will show that the three topics are essential to the function of the spiritual machine – to Sophie Charlotte Leibniz wrote: "...let us say that everything in bodies happens mechanically, or in accordance with laws of motion, and that everything in the soul happens morally, or in accordance with perceived good or evil." There are many texts that anticipate the views in the New System (notably the unpublished memoir De Affectibus of 1679) and Leibniz continued to discuss its themes later on (in addition to correpondence, for example, in Theodicy of 1710 and Monadology and Principles of Nature and Grace of 1714). Here I focus on the short-term development of Leibniz's views on the topic (around 1695-1705), but I argue that his basic view of the spiritual machine did not change much after finishing the dialogue with Locke in 1704. (shrink)

A brief history of affective responses to AI.

A biologically unavoidable sequence is an infinite gender sequence which occurs in every gendered, infinite genealogical network satisfying certain tame conditions. We show that every eventually periodic sequence is biologically unavoidable (this generalizes König's Lemma), and we exhibit some biologically avoidable sequences. Finally we give an application of unavoidable sequences to cellular automata.

This is the 3rd edition. Although a number of new technological applications require classical deductive computation with non-classical logics, many key technologies still do well—or exclusively, for that matter—with classical logic. In this first volume, we elaborate on classical deductive computing with classical logic. The objective of the main text is to provide the reader with a thorough elaboration on both classical computing – a.k.a. formal languages and automata theory – and classical deduction with the classical first-order predicate calculus with (...) a view to computational implementations, namely in automated theorem proving and logic programming. The present third edition improves on the previous ones by providing an altogether more algorithmic approach: There is now a wholly new section on algorithms and there are in total fourteen clearly isolated algorithms designed in pseudo-code. Other improvements are, for instance, an emphasis on functions in Chapter 1 and more exercises with Turing machines. (shrink)

Formal systems are standardly envisaged in terms of a grammar specifying well-formed formulae together with a set of axioms and rules. Derivations are ordered lists of formulae each of which is either an axiom or is generated from earlier items on the list by means of the rules of the system; the theorems of a formal system are simply those formulae for which there are derivations. Here we outline a set of alternative and explicitly visual ways of envisaging and analyzing (...) at least simple formal systems using fractal patterns of infinite depth. Progressively deeper dimensions of such a fractal can be used to map increasingly complex wffs or increasingly complex 'value spaces', with tautologies, contradictions, and various forms of contingency coded in terms of color. This and related approaches, it turns out, offer not only visually immediate and geometrically intriguing representations of formal systems as a whole but also promising formal links (1) between standard systems and classical patterns in fractal geometry, (2) between quite different kinds of value spaces in classical and infinite-valued logics, and (3) between cellular automata and logic. It is hoped that pattern analysis of this kind may open possibilities for a geometrical approach to further questions within logic and metalogic. (shrink)

In modernity, the distinction between nature and artifice disappears, so that machines made by men become privileged models for the explanation of natural bodies, as can be observed in Bacon, Descartes, Hobbes, among others. This new relationship between nature and artifice is correlated with the mechanization and refutation of finality in nature, insofar as the adoption of mechanics as a model of nature’s explanation is associated to the rejection of the use of final causes in physics and to the conception (...) that bodies are devoid of immanent principles of movement or of any incorporeal principle that predisposes them to a process of change teleologically structured and oriented. Leibniz also conceives nature as artifice and organic bodies as automata, but his conception of natural bodies as artificial machines goes even further, to the point of characterizing the natural beings as those which carry the character of artificial rather than the artificial things themselves. However, unlike Bacon, Descartes, and Hobbes, Leibniz uses the analogy of nature as a machine and deepens it precisely to argue that nature is teleologically structured and that the difference between the machines made by men and the natural (divine) ones lies in the fact that while those have a purely extrinsic finality, these have an immanent finality inscribed in each of their parts to infinity. (shrink)