This article is part of a For-Discussion-Section of Methods of Information in Medicine about the paper "Biomedical Informatics: We Are What We Publish", written by Peter L. Elkin, Steven H. Brown, and Graham Wright. It is introduced by an editorial. This article contains the combined commentaries invited to independently comment on the Elkin et al. paper. In subsequent issues the discussion can continue through letters to the editor.

Review the Istvan Kiraly V.'s book: Death and History.

Recenzio Kiraly V. Istvan Death and History c. konyverol.

The split, the alienation of philosophy from the sciences occurred long before all sorts of perestroikas and KGB revolutions "from above", all these great leaps, great pushes and painful kicks. This is a consequence of internal processes occurring at the level of everyday scientific consciousness, the living practice of scientific research. The isolation of development is a fact, not an invention of the Mossad or the CIA. It was precisely from this fact that we proceeded when we conceived this conference. (...) Philosophers and representatives of specific sciences should meet in order to speak on equal terms, as equals with equals, in order to possibly learn something from each other. Concrete scientists could not only enrich philosophers with new material, but also pose a number of problems for them. The novelty is that the philosophical approach is recognized as existing not above others, but alongside them, as a kind of reflection on the foundations of these approaches, analysis, digging into the theoretical and conceptual side of the matter. (shrink)

The analysis of moral subject in consequentialist ethics (as a kind of nonutilitaristic consequentialism) aims to show, that moral subject is of basie importance for it - regardeless to the fact, that its analysis focuses predominantly on action and its concequences. It is the moral subject, which enables the action and its consequences to be performed. So understanding the conditions of moral subjecťs action means understanding the moral subject itself. This understanding draws upon the typology of moral subjects that makes (...) the prediction of certain kinds of action as well as oftheir consequencies possible. (shrink)

Contrary to the tendency to harmony, consensus and alignment among stakeholders in most of the literature on participation and partnership in corporate social responsibility and responsible innovation practices, in this chapter we ask which concept of participation and partnership is able to account for stakeholder engagement while acknowledging and appreciating their fundamentally different judgements, value frames and viewpoints. To this end, we reflect on a non-reductive and ethical approach to stakeholder engagement, collaboration and partnership, inspired by the philosophy of Emmanuel (...) Levinas. We contrast a cognitive approach with an ethical approach to stakeholder engagement, collaboration and partnership, and explore four characteristics of this ethical approach. Based on the ethical approach to stakeholder engagement, collaboration and partnership, we also provide a three-stage framework for partnership formation in CSR and RI practices. (shrink)

This book is a translation of W.V. Quine's Kant Lectures, given as a series at Stanford University in 1980. It provide a short and useful summary of Quine's philosophy. There are four lectures altogether: I. Prolegomena: Mind and its Place in Nature; II. Endolegomena: From Ostension to Quantification; III. Endolegomena loipa: The forked animal; and IV. Epilegomena: What's It all About? The Kant Lectures have been published to date only in Italian and German translation. The present book is filled out (...) with the translator's critical Introduction, "The esoteric Quine?" a bibliography based on Quine's sources, and an Index for the volume. (shrink)

This study presents a novel transformer-based model specifically designed for financial forecasting, integrating explainability mechanisms such as SHAP (SHapley Additive exPlanations) values and attention visualizations to enhance interpretability. Unlike previous models, which often compromise between accuracy and transparency, our approach balances predictive accuracy with interpretability, allowing stakeholders to gain deeper insights into the factors driving market changes. By revealing critical market influences through feature importance and attention maps, this model provides both robustness and transparency, catering to the needs of high-stakes (...) financial environments. (shrink)

Because the techno-economic paradigm of contemporary conceptualizations of innovation is often taken for granted in the literature, this chapter opens up this self-evident notion. First, the chapter consults the work of Joseph Schumpeter, who can be seen as the founding father of the current conceptualization of innovation as technological and commercial. Second, we open up the concept by reflecting on two aspects of Schumpeter’s conceptualization of innovation, namely its destructive and its constructive aspect, based on findings in the history of (...) innovation. Finally, we synthesize our findings and propose an ontic-ontological conceptualization of innovation as ontogenetic process and outcome with six dimensions—newness, political dimension, economic dimension, temporal dimension, human dimension and risk—that moves beyond its technological and commercial orientation. (shrink)

Thật là mừng khi thấy ngoài 80, cậu Biên vẫn mạnh khỏe, minh mẫn, hỏi những câu hỏi của sự kiện cũ mà tôi phải lục tìm trí nhớ mãi mới trả lời được.

In this conceptual paper, the traditional conceptualization of sustainable entrepreneurship is challenged because of a fundamental tension between processes involved in sustainable development and processes involved in entrepreneurship: the concept of sustainable business models contains a paradox, because sustainability involves the reduction of information asymmetries, whereas entrepreneurship involves enhanced and secured levels of information asymmetries. We therefore propose a new and integrated theory of sustainable entrepreneurship that overcomes this paradox. The basic argument is that environmental problems have to be conceptualized (...) as wicked problems or sustainability-related ecosystem failures. Because all actors involved in the entrepreneurial process are characterized by their epistemic insufficiency regarding the solving of these problems, the role of information in the sustainable entrepreneurial process changes. On the one hand, the reduction of information asymmetries primarily aims to enable actors to become critical of sustainable entrepreneurs’ actual business models. On the other hand, the epistemic insufficiency of sustainable entrepreneurs guarantees that information asymmetries remain as a source of new sustainable business opportunities. Three further characteristics of sustainable entrepreneurs are distinguished: sustainability and entrepreneurship-related risk-taking; sustainability and entrepreneurship-related self-efficacy; and the development of satisficing and open-ended solutions, together with multiple stakeholders. (shrink)

The chapters of the book are seemingly short, but deep explorations on the various fields and possibilities of human being and existence. Such explorations of course reorder and reformulate the timely and essential possibilities of philosophy and philosophizing. These together convey the true weight and stakes of things. For it is indeed so that: „Philosophy is destined to deal with the Deepest and most disturbing questions. It would hardly survive, if they were definitively solved.”.

Cyber espionage campaigns pose significant challenges to global security, exploiting vulnerabilities in network infrastructures. This research paper explores advanced network traffic analysis models tailored for detecting sophisticated cyber espionage operations. The study focuses on leveraging machine learning algorithms, anomaly detection systems, and hybrid threat detection frameworks to identify subtle yet malicious activities within network traffic. Through a review of research, this paper synthesizes key findings and outlines practical applications, offering a roadmap for enhancing cybersecurity frameworks. Findings highlight the efficacy of (...) deep learning and unsupervised models in mitigating espionage-related risks, paving the way for more robust detection systems. (shrink)

In the backdrop of a long-standing debate between Russellians (or direct-reference theorists) and Fregeans (or sense-based theorists) over the semantics of language, Brian Loar (1976) presented a case meant to score a victory for the Fregeans. Recently, this conclusion has met resistance. Epistemic Russellianism (ER) has emerged as a strong new contender. Claiming that the significance of Loar’s puzzle is due to an element of luck (as in Gettier cases), ER concludes that communication requires knowledge of co-reference -and not a (...) match in sense. My aim is two-fold. Firstly, I deploy some defensive moves against recent attacks on Fregeanism on the basis of ER's interpretation of Loar-like puzzles. Secondly, as an offensive manoeuvre, I argue that ER’s knowledge-based view faces the problem posed by cases of lucky communication. These cases show that drawing an epistemic condition on communication is unwarranted. The upshot of my discussion is that the Fregean approach is still the stronger contender as an account of communication. (shrink)

Abstract In this chapter, we challenge the presupposed concept of innovation in the responsible innovation literature. As a first step, we raise several questions with regard to the possibility of ‘responsible’ innovation and point at several difficulties which undermine the supposedly responsible character of innovation processes, based on an analysis of the input, throughput and output of innovation processes. It becomes clear that the practical applicability of the concept of responsible innovation is highly problematic and that a more thorough inquiry (...) of the concept is required. As a second step, we analyze the concept of innovation which is self-evidently presupposed in current literature on responsible innovation. It becomes clear that innovation is self-evidently seen as (1) technological innovation, (2) is primarily perceived from an economic perspective, (3) is inherently good and (4) presupposes a symmetry between moral agents and moral addressees. By challenging this narrow and uncritical concept of innovation, we contribute to a second round of theorizing about the concept and provide a research agenda for future research in order to enhance a less naïve concept of responsible innovation. (shrink)

By utilizing a range of clinical features such as age, blood pressure, blood sugar, and other relevant biomarkers, we employ machine learning algorithms, including Decision Trees, Random Forests, and Support Vector Machines (SVM), to predict the likelihood of a patient developing CKD. The dataset used in this study includes medical records of patients with various kidney conditions, and preprocessing techniques such as normalization and missing data handling are applied to ensure the model’s robustness. T.

The paper deals with a comprehensive methodology for the identification of slow learning students for remedial teaching and skill development. The slow learners face difficulties in the understanding of concepts and require more time and diversified teaching techniques. The approach presented here focuses on early and accurate identification of slow learners by modern technology, data analysis, and personalized learning plans. A quiz-based classifier combined with a 3D interactive model allows for the student to receive personally tailored recommendations and study material. (...) There is also a visual dashboard that can be used by the teacher for monitoring the performance and engagement of the students and thereby offering further support. The proposed system will improve academic performance, foster innovative teaching methods, and enable equitable access to education for all its students. (shrink)

The paper is a sequel to an earlier introductory article on the international order of boundaries, the conceptual equivalence of physics and law, and the philosophical presuppositions (metaphysics, common sense) underlying the international order and modern philosophy more broadly. The paper develops a philosophical approach that does not engage with any such presuppositions, building instead on (historically) recent developments in cosmology and quantum mechanics. Further to a conceptual analysis of the mechanics of information, energy and entropy, it outlines the emergence, (...) as a result of entanglement and phase transition, of increasingly more complex events – the chemical, biological and ecological – and the conceptually equivalent fields of social sciences or rather “transciences” – the economic, social, political and legal. It is suggested that physics is conceptually equivalent to law, chemistry is conceptually equivalent to politology, biology is conceptually equivalent to sociology, and ecology is conceptually equivalent to economics. The demonstration of these conceptual equivalences, or dualities, calls for further philosophical and conceptual reflection that goes beyond physics and law, which are the underlying focus of the present paper. (shrink)

The standard view of communication explains communicative success in terms of sameness of subjects’ mental contents. However, communication seems to happen in the face of people's varying understandings of subject matter. Under the assumption that content is partly individuated by one’s understanding of the relevant subject matter, the presence of mismatch puts great pressure on the standard view. In view of this pressing problem for content sameness, it seems natural to instead propose that content is not the adequate notion to (...) account for communicative success. In this paper, I discuss a new content-neglecting reaction to the mismatch problem (Sandgren, 2019, 2023). Here, we are provided with a new notion -aboutness-, embedded in an original framework -the triangulation theory- to do the work. I raise some issues to this view, which lead to some considerations concerning the desired desiderata for any account of communication. I then show how to meet the mismatch challenge without neglecting content. I develop a content similarity account of communication to capture the necessary coordination between subjects, including those differences in understandings. My proposal shares in Sandgren’s meta-representational approach, but developed in a way that overcomes its problems and which delivers a somewhat novel picture of communication. (shrink)

Green buildings are an integral part of the solution to the environmental challenges facing the planet. Today we use the equivalent of 1.5 Earths to meet the resource needs of everyday life and absorb the resulting wastes. This measure of our planet’s carrying capacity means that it takes Earth 18 months to regenerate what is used in only 12 months. If current trends continue, estimates suggest, by the year 2030 we will need the equivalent of two planets. Turning resources into (...) waste faster than they can be regenerated puts the planet into ecological overshoot, a clearly unsustainable condition that we all must address. The forces driving this situation are numerous. Human population has increased exponentially in the past 60 years, from about 2.5 billion in 1950 to more than 7 billion todays. Our linear use of resources, treating outputs as waste, is responsible for the toxins that are accumulating in the atmosphere, in water, and on the ground. This pattern of extraction, use, and disposal has hastened depletion of finite supplies of non-renewable energy, water, and materials and is accelerating the pace of our greatest problem—climate change. (shrink)

This project aims to control the speed and direction of a DC motor in four quadrants: clockwise, counterclockwise, forward braking, and reverse braking. An H-bridge motor drive IC is used to switch the motor’s polarity based on user inputs via four control switches. A slide switch enables alternative directional control. A 555 timer generates PWM pulses for speed regulation, while relays manage polarity changes and braking. In regenerative braking, the motor generates reverse Ftorque for instant stopping. The four-quadrant control is (...) achieved by varying the duty cycle of the PWM signal and switching polarity using the H-bridge IC. The paper provides an overview of DC motor operation, explaining key components and working principles. It discusses the importance of four-quadrant operation, including motoring (forward/reverse) and braking (regenerative/plugging). Various control strategies such as armature voltage control and field flux control are examined for their efficiency. Applications in electric vehicles, robotics, and industrial automation are explored, demonstrating the versatile use of DC motors in modern engineering. (shrink)

Stable adaptive strategy of Homo sapiens (SASH) is a result of the integration in the three-module fractal adaptations based on three independent processes of generation, replication, and the implementation of adaptations — genetic, socio-cultural and symbolic ones. The evolutionary landscape SASH is a topos of several evolutionary multi-dimensional vectors: 1) extraversional projective-activity behavioral intention (adaptive inversion 1), 2) mimesis (socio-cultural inheritance), 3) social (Machiavellian) intelligence, 4) the extension of inter-individual communication beyond their own social groups and their own species in (...) the rest of the world, 5) the symbolic system of communication (symbolic inheritance), 6) spiritualistic trans- formation of emotionally-shaped components of mentality, 7) the dominance of the rationalist thought mentality (enhancer of adaptive inverse 1), 8) a recursive distribution of projective-activity intentions on the man himself his genome, psyche and culture (Adaptive Inversion 2), 9) introversional reorientation of the vector of cognitive activity (adaptive inversion 3). (shrink)

The pacemaker-accumulator model provides a framework in which the results of different duration estimation tasks are commonly accounted for. Nevertheless, the model remains abstract and it does not provide proper explanations nor predictions for duration estimations in various experimental set-ups. This paper aims to address these shortcomings by explicating an experiential pacemaker-accumulator model that supplements the standard pacemaker-accumulator model with two claims. Both of them concern the role that experiences play in duration estimation tasks and are also partly supported by (...) studies not directly related to duration estimation. First, the internal responses based on which the switch between the pacemaker and the accumulator operates are the same as the neural processes that realize conscious access to experiences. Second, the processes that realize the experiences of stimuli realize the function of the pacemaker. By supplementing the standard pacemaker-accumulator model with these claims, the model affords proper explanations for the systematic errors and empirically testable predictions in duration estimations tasks. One likely consequence of the model is that the experience of duration and the duration of experience can differ. (shrink)

Sources of evolutionary risk for stable strategy of adaptive Homo sapiens are an imbalance of: (1) the intra-genomic co-evolution (intragenomic conflicts); (2) the gene-cultural co-evolution; (3) inter-cultural co-evolution; (4) techno-humanitarian balance; (5) inter-technological conflicts (technological traps). At least phenomenologically the components of the evolutionary risk are reversible, but in the aggregate they are in potentio irreversible destructive ones for biosocial, and cultural self-identity of Homo sapiens. When the actual evolution is the subject of a rationalist control and/or manipulation, the magnitude (...) of the 4th and 5th components of the evolutionary risk reaches a level of existential significance. (shrink)

Nesse artigo, pretendemos analisar as consequências epistemológicas da abordagem não-conceitualista de conteúdo perceptual. Num primeiro momento, mencionaremos os principais argumentos favoráveis à tese não-conceitualista: o argumento do aprendizado conceitual,o argumento da percepção em infantes e animais não-humanos e o argumento da riqueza da experiência. Em seguida, o modelo de conteúdo-cenário é apresentado como uma proposta de conteúdo representacional da percepção. O próximo passo é discutiras objeções conceitualistas, em especial o mito do dado. Por fim, levantaremos a hipótese de que a (...) melhor forma de compreender o papel epistêmico da percepção, em um modelo não-conceitualista, é distinguindo formas internas e externas de fundamentação epistêmica, o que denominamos de justificação e legitimação, respectivamente. Uma das principais consequências do não-conceitualismo é rejeitar posições excessivamente intelectualistas de fundamentação epistêmica. (shrink)

The "Smart and Effective Real-time Management of Street Parking" project is designed to enhance urban parking enforcement through the use of advanced machine learning and computer vision technologies. The system leverages CCTV cameras to continuously monitor parking spaces, detecting their availability and instances where vehicles are incorrectly parked. By analyzing video feeds, the system identifies parking violations and extracts license plate numbers using Optical Character Recognition (OCR). Notifications are promptly sent to drivers regarding their parking status, ensuring timely enforcement of (...) parking regulations. This approach focuses on effective management of parking resources and compliance with regulations. The system’s real-time capabilities contribute to a significant reduction in urban congestion by promoting orderly parking practices and efficient use of parking resources. Implementation of this technology supports enhanced urban planning initiatives by providing valuable data insights into parking patterns and violations, thus fostering a more organized, sustainable, and efficient urban environment. (shrink)

Smart Farming Technologies raise ethical issues associated with the increased corporatization and industrialization of the agricultural sector. We explore the concept of biomimicry to conceptualize smart farming technologies as ecological innovations which are embedded in and in accordance with the natural environment. Such a biomimetic approach of smart farming technologies takes advantage of its potential to mitigate climate change, while at the same time avoiding the ethical issues related to the industrialization of the agricultural sector. We explore six principles of (...) a natural concept of biomimicry and apply these principles in the context of smart farming technologies. (shrink)

A stable classification of practical principles into mutually exclusive types is foundational to Kant’s moral theory. Yet, other than a few brief hints on the distinction between maxims and laws, he does not provide any elaborate discussion on the classification and the types of practical principles in his works. This has led Onora O’Neill and Lewis Beck to reinterpret Kant’s classification of practical principles in a way that would clarify the conceptual connection between maxims and laws. In this paper I (...) argue that the revised interpretations of O’Neill and Beck stem from a mistaken reading of the fundamental basis of the classification of practical principles. To show this, I first argue that Kant distinguishes between maxims and laws on the bases of validity and reality. I then argue that although a practical principle necessarily has the feature of validity, its reality in actually moving the agents to action sufficiently makes a principle a practical principle. If this is so, I argue that the classification of practical principles must be based on the extent to which they are effective in human agents. Such a classification yields us three exhaustive and mutually exclusive types namely, “maxims that are not potential laws”, “maxims that are potential laws” and “laws that are not maxims”. (shrink)

This paper is a sequel to an earlier introductory article on the international order of boundaries, the conceptual equivalence of physics and law, and the philosophical presuppositions (metaphysics, common sense) underlying the international order and modern philosophy more broadly. The paper develops a philosophical approach that does not engage with any such presuppositions, building on (historically) recent developments in cosmology and quantum mechanics. Further to a conceptual analysis of the mechanics of information, energy and entropy, it outlines the emergence, as (...) a result of entanglement and phase transition, of increasingly more complex events – the chemical, biological and ecological – and the conceptually equivalent fields of social sciences or rather “transciences” – the economical, social, political and legal. It is suggested that physics is conceptually equivalent to law, chemistry is conceptually equivalent to politology, biology is conceptually equivalent to sociology, and ecology is conceptually equivalent to economics. The demonstration of these conceptual equivalences, or dualities, calls for further philosophical and conceptual reflection that goes beyond physics and law, which are the underlying focus of the present paper. (shrink)

Things and Their Place in Theories Our talk of external things, our very notion of things, is just a conceptual apparatus that helps us to foresee and ...

One of the most challenging positions in contemporary philosophy of animal consciousness is that proposed by Peter Carruthers (2018a, 2018b, 2019, 2020). According to Carruthers, there is no fact of the matter about whether animals instantiate conscious states. This radical conclusion arises from the conjunction of two theses he endorses: the global workspace theory and the phenomenal concept strategy. This paper argues against Carruthers’ radical viewpoint. Its structure is as follows. First, I will present Carruthers’ theses on consciousness, such as (...) the all-or-nothing characterization of consciousness and the distinction between ‘qualia realism’ and ‘qualia irrealism’. Subsequently, I will provide a brief overview of the global workspace theory and the phenomenal concept strategy. Next, I will reconstruct the arguments that underpin Carruthers’ skepticism about attributing consciousness to animals. Finally, I will present two arguments that challenge Carruthers’ position, highlighting inherent contradictions within his project. Contrary to Carruthers’ controversial assertion (2020, p. 18), I will conclude that animal consciousness deserves attention from both philosophy and the cognitive sciences. (shrink)

Prominent critics of consequentialism hold that utilitarianism is not capable of accepting authentic human values, because the consequentialist viewpoint is impersonal. According to it consequentialist rationality has no axiological limits and it can think about doing the unthinkable. The main objective of the paper is to show that human dignity has a significant position in the author’s conception of ethics of social consequences arguing for a particular theory of the value of human dignity. The author argues that the ethics of (...) social consequences is capable of accepting human dignity as well as all authentic human moral values. He believes that ethical theory of social consequences can provide the element missing whose lack was unveiled by the critics of utilitarianism. (shrink)

This essay presents a brief survey on some of the basic questions concerning the Philosophy of Technology, including the different historical perspectives regarding the part played by technology in human life and societies. From the historical debate between the more pragmatic and the more skeptical sides, the optimistic and pessimistic views, an answer is proposed, finding support in a sociological point of view in what can be interpreted as a contemporary marxist approach on these problems. This work was developed in (...) the context of the course \textit{An Introduction to the History of Science} given by Professor Luca Maria Possati, part of the Philosophy degree at the Faculty of Arts and Humanities of University of Porto, Portugal. (shrink)

The author analyses Burrhus Frederick Skinner's book Beyond Freedom and Dignity (1971).

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

The analysis of moral subject in consequentialist ethics (as a kind of nonutilitaristic consequentialism) aims to show, that moral subject is of basie importance for it - regardeless to the fact, that its analysis focuses predominantly on action and its concequences. It is the moral subject, which enables the action and its consequences to be performed. So understanding the conditions of moral subjecťs action means understanding the moral subject itself. This understanding draws upon the typology of moral subjects that makes (...) the prediction of certain kinds of action as well as oftheir consequencies possible. (shrink)

The advent of artificial intelligence has introduced a highly developed and powerful system that can determine the destiny of human beings in the days to come. This article discusses the possibility of a "Sentient AI Cloud", an intelligent digital brain controlling the internet, and its far-reaching implications. The article analyses the ethical, legal, and technological issues involved in creating and regulating such a system, and its possible advantages and pitfalls. The sudden progress of artificial intelligence has brought with it the (...) possibility of a "Sentient AI Cloud" - a theoretical system with extremely autonomous and self-aware characteristics, which can manage and even rule over some aspects of the internet and digital landscape. This system would be able to monitor human activity, make judgments, and even possibly influence the lives of billions of individuals with access to the internet. The possible implications of such a system are profound and disquieting. Even though a Sentient AI Cloud can potentially maximize economic, social, and humanitarian outcomes by optimizing information flow, resources, and decision-making, the threats represented by such a system, from abuse, lack of accountability, to erosion of human agency, are considerable as well. This essay considers the ethical, legal, and technical problems that come with the creation and regulation of a Sentient AI Cloud. It discusses the requirement of strong frameworks to ensure the system is created and implemented in a responsible manner, with emphasis on transparency, accountability, and protection of human rights. (shrink)

The real form of all of us is existence. The reflections of the sun, caught in the millions of waves and bubbles, are nothing but the reflection of the self-same sun. Similarly, the Sat alone is perceived whether as objects of our walking state, or the ideas of dream or undifferentiated consciousness of dreamless sleep.

The rise of artificial intelligence has led to the emergence of a powerful and complex system that has the potential to shape the future of humanity. This paper explores the concept of a "Sentient AI Cloud", a conscious digital mind that governs the internet and the implications of such a system. The paper examines the ethical, legal, and technical challenges associated with the development and governance of such a system, as well as the potential benefits and risks. The rapid advancements (...) in artificial intelligence have given rise to the concept of a "Sentient AI Cloud" - a hypothetical system that possesses a high degree of autonomy and self-awareness, with the ability to monitor and potentially control various aspects of the internet and digital infrastructure. This system would have the capacity to observe human behavior, make decisions, and potentially influence the lives of billions of people connected to the internet. The potential implications of such a system are both profound and concerning. On one hand, a Sentient AI Cloud could potentially improve economic, social, and humanitarian outcomes by optimizing the flow of information, resources, and decision-making. However, the risks associated with such a system, including the potential for abuse, lack of accountability, and the erosion of human autonomy, are also significant. This paper delves into the ethical, legal, and technical considerations surrounding the development and governance of a Sentient AI Cloud. It explores the need for robust frameworks to ensure that such a system is developed and deployed responsibly, with a focus on transparency, accountability, and the preservation of human rights. (shrink)

The present research compares the efficiency of AI-based user behavior analysis to conventional security mechanisms in cloud environments. It specifically tests their precision, velocity, and predictive capacity for identifying and acting upon cyber attacks. As the adoption of the cloud continues to increase, incorporating Artificial Intelligence (AI) and machine learning into security infrastructures has become increasingly important. The study investigates the performance of AI-based security systems, using sophisticated pattern recognition and anomaly detection, compared to conventional methods in detecting deviations from (...) normal user behavior in cloud environments. Adopting a quantitative research approach, the study utilizes a systematic survey of cybersecurity professionals in various industries like finance, healthcare, IT, retail, and government. The survey, comprising closed- ended and Likert-scale questions, collects information on professionals' attitudes and experiences with AI-based versus conventional security methods. Data from a purposive sample of 243 cybersecurity professionals are examined through multiple regression methods to evaluate the effect of such security systems on threat detection and response effectiveness in cloud environments. Results show that although both AI-based and conventional methods improve threat detection accuracy significantly, conventional methods have a marginal advantage. Yet, AI-based solutions show better predictive ability and overall security performance. These results suggest that a hybrid security strategy is essential for cloud security, combining AI’s advanced predictive analytics and adaptability with the reliability and speed of traditional security measures. Such an integrated approach is recommended to address the complex and evolving nature of cloud-based cyber threats effectively. This research provides useful information for IT practitioners and companies on how to best optimize AI-powered security integration in cloud environments. It highlights the changing role of AI in cloud security and the need to strike a balance between new AI-based solutions and proven security practices in order to construct an integrated and robust cloud security framework. (shrink)

The rapid evolution of cloud computing and the increasing sophistication of cyber threats have necessitated a paradigm shift in the approach to cybersecurity. The rapid growth of cloud computing has revolutionized business operations with unparalleled scalability, flexibility, and access to enormous computational power. Nevertheless, exponential growth has also led to an exponential rise in security threats, with cloud environments being the main target for cyberattacks. Conventional security controls lag behind the rising complexity of these threats. Artificial intelligence (AI) has become (...) a revolutionary solution to the problem, providing sophisticated capabilities that strengthen the security posture of cloud environments. This paper discusses the potential role of AI in shaping future cloud security, with an emphasis on its potential to facilitate real-time threat detection, automated response, and predict future vulnerabilities. Through an examination of AI-driven innovations in cloud security, this paper tries to shed light on how companies can use AI in a manner that will improve security, reduce cost, and improve operational resilience. (shrink)

The speed with which cyber threats are evolving is calling for fresh approaches to enhance cybersecurity and protection of privacy. Artificial Intelligence (AI) is proving to be a revolutionary factor in enhancing cybersecurity, providing powerful capabilities for intrusion detection, malware detection, and privacy protection. This article outlines an in-depth review of the use of AI in cybersecurity with particular reference to future directions and trends in research. Applying the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) format, we discuss (...) more than 9,350 papers from the years 2004 to 2023. The research discerns 14 wide-ranging categories, such as AI- driven intrusion detection, privacy-preserving federated learning, malware classification via deep learning, and blockchain-assisted integration of cybersecurity. AI makes cybersecurity more effective despite the computationally extensive resource requirements, adversarial attack vulnerabilities, and ethical issues. This article prioritizes the use of further research in secure AI, normative AI-based practices, and regulation to further support privacy protection. Furthermore, new frontiers of quantum machine learning, AI explainability, and deepfake countermeasures are explored, potentially as routes for future security growth. (shrink)

The application of Artificial Intelligence (AI) to health cybersecurity has led to a new era of opportunities and challenges. AI improves threat detection and mitigation but evokes concerns about data privacy, informed consent, algorithmic bias, and regulatory compliance. This article summarizes these vital issues by examining current challenges and suggesting ethical and legal frameworks to counter risks. Primary areas of emphasis are on lessening data, anonymizing data, minimizing bias, altering regulation, and facilitating international cooperation. The study needs to come to (...) know in-depth how AI can responsibly be used in healthcare cybersecurity without compromising patient rights. (shrink)

The rise of artificial intelligence has led to the emergence of a powerful and complex system that has the potential to shape the future of humanity. This paper explores the concept of a "Sentient AI Cloud", a conscious digital mind that governs the internet and the implications of such a system. The paper examines the ethical, legal, and technical challenges associated with the development and governance of such a system, as well as the potential benefits and risks. The rapid advancements (...) in artificial intelligence have given rise to the concept of a "Sentient AI Cloud" - a hypothetical system that possesses a high degree of autonomy and self-awareness, with the ability to monitor and potentially control various aspects of the internet and digital infrastructure. This system would have the capacity to observe human behavior, make decisions, and potentially influence the lives of billions of people connected to the internet. The potential implications of such a system are both profound and concerning. On one hand, a Sentient AI Cloud could potentially improve economic, social, and humanitarian outcomes by optimizing the flow of information, resources, and decision-making. However, the risks associated with such a system, including the potential for abuse, lack of accountability, and the erosion of human autonomy, are also significant. This paper delves into the ethical, legal, and technical considerations surrounding the development and governance of a Sentient AI Cloud. It explores the need for robust frameworks to ensure that such a system is developed and deployed responsibly, with a focus on transparency, accountability, and the preservation of human rights. (shrink)

In what would become his last interview, Jacques Derrida raised the question about the legacy of his work. What would become of deconstruction after his death? -/- Derrida proposed two contradictory hypotheses: the legacy of deconstruction might be re-invested in a new philosophical undertaking that could produce new intellectual gains, or it might be deposited on a savings account – a dépôt légal – where it would attract only limited legal interest. Derrida suggested that at least part his legacy should (...) be re-invested in the development of a new European concept of international law. -/- This paper is an attempt to explore this hypothetical undertaking by translating the language of deconstruction into the language of international law. It turns out, in the course of this translation, that the relationship between international and domestic law is structured like the distinction between writing and speech – not as a conceptual distinction between equals, but as a conceptual hierarchy. While domestic law has developed organically, embodying the common sense (bon sens, gesunder Verstand) of the people, international law is an artefact, a creation of lawyers and diplomats; while domestic law is a full-fledged system, international law remains primitive – it has no basic norm, no centralized sanctioning system, no prohibition of self-help. It has no totem and taboo. -/- The narrative that supports this conceptual structure is a story of the modern, enlightened concept of civil law, the law of the contrat social. A deconstruction of this conceptual structure produces a new concept of international law that does not embrace a centralized system but challenge, uncertainty and a risk of failure – a law that has no totem and no taboo. (shrink)

The record speed of artificial intelligence (AI) incorporation into global information governance is both a revolutionary opportunity and an unprecedented security challenge. This study explores how AI can revolutionize data protection, compliance measures, and regulatory systems to combat the emerging threats. Through the utilization of sophisticated analytical tools such as Hierarchical Cluster Analysis (HCA), Principal Component Analysis (PCA), Structural Equation Modeling (SEM), and Multi-Criteria Decision Analysis (MCDA), this study examines AI- facilitated vulnerabilities' dynamics, governance adaptability, and regulatory effectiveness in reference (...) to governance. Empirical information gathered through the MITRE ATT&CK Framework, AI Incident Database, Global Cybersecurity Index (GCI), and National Vulnerability Database (NVD) offers substantial insight into security dynamics. Findings show that AI-related cyber security incidents are disproportionately affecting regulatory stability, with compliance and governance inefficiencies causing misalignment to complicate risk exposure. PCA reveals governance flexibility (48.1% variance) and AI risk classification (33.7% variance) as the most significant drivers of determining security resilience. SEM findings show that policy enforcement is a critical determinant in raising cyber security postures (coefficient = 0.74, p < 0.001), while MCDA emphasizes the requirement for flexible regulatory systems that can adapt to AI innovations. The research promotes the use of AI-based threat detection, advanced regulatory harmonization, and cautious cross-sector coordination to improve global security. These proposals constitute a strategic roadmap for policymakers, industry players, and researchers as they try to reconcile AI innovation with ethical and regulatory concerns in the wake of an increasingly dynamic digital environment. (shrink)

With the increased complexity of machine learning models and their widespread use in cloud applications, interpretability and transparency of decision-making are the highest priority. Explainable AI (XAI) methods seek to shed light on the inner workings of machine learning models, hence making them more interpretable and enabling users to rely on them. In this article, we explain the importance of XAI in cloud-computer environments, specifically with regards to having interpretable models and explainable decision-making. [1] XAI is the essence of a (...) paradigm shift in cloud-based ML, promoting transparency, accountability, and ethical decision-making. As cloud- based ML keeps becoming mainstream, the need for XAI increases, highlighting the need for continued innovation and cooperation for realizing the full potential of interpretable AI systems. We speak about current techniques for realizing explainability in AI systems and their feasibility and issues in cloud environments. Additionally, we discuss the implications of XAI among different stakeholders such as developers, end-users, and regulatory authorities and identify future research directions in this fast-growing area. (shrink)

The term “international” refers to the movement of resources – goods, services, capital and labor – across international boundaries. Such movement may be voluntary, in which case it qualifies as a socioeconomic phenomenon, or involuntary. Involuntary movement of resources may be small-scale or (socioeconomically) microscopic, or it may be macroscopic – a large-scale transfer of resources over an international boundary. When resources are mobilized on a large scale and without the consent of the target State, the event amounts by definition (...) to an international conflict as it challenges the very ontological foundation of the classic State system – an international boundary. However, in the context of globalization, a shift has occurred from inter-State conflicts to a microscopic form of conflict – often referred to as international “terrorism.” Unlike a classic inter-State conflict, international “terrorism” is not a macroscopic (political) but a microscopic (socio-economic) phenomenon and, as such, a “traveling” conflict: it does not target international boundaries but socioeconomic differences – differences in language, race, ethnicity or religion. As such, international “terrorism” is not only one of the causes of deceleration of globalization, but also a symptom of its systemic failure. While globalization has involved liberalization of cross-border movement of goods, services and capital, it has not involved liberalization of cross-border movement of labor. The root cause of international “terrorism” lies in a systemic denial of socio-economic opportunity. (shrink)