Facial Expression conveys non-verbal cues, which plays an important role in interpersonal relations. The Cognitive Emotion AI system is the process of identifying the emotional state of a person. The main aim of our study is to develop a robust system which can detect as well as recognize human emotion from live feed. There are some emotions which are universal to all human beings like angry, sad, happy, surprise, fear, disgust and neutral. The methodology of this system is based on (...) two stages- facial detection is done by extraction of Haar Cascade features of a face using Viola Jones algorithm and then the emotion is verified and recognized using Artificial Intelligence Techniques. The system will take image or frame as an input and by providing the image to the model the model will perform the preprocessing and feature selection after that it will be predict the emotional state. (shrink)

In times of climate change and public debt, a concern for intergenerational justice should lead us to have a closer look at theories of intergenerational justice. It should also press us to provide institutional design proposals to change the decision-making world that surrounds us. This book provides an exhaustive overview of the most important institutional proposals as well as a systematic and theoretical discussion of their respective features and advantages. It focuses on institutional proposals aimed at taking the interests of (...) future generations more seriously, and does so from the perspective of applied political philosophy, being explicit about the underlying normative choices and the latest developments in the social sciences. It provides citizens, activists, firms, charities, public authorities, policy-analysts, students, and academics with the body of knowledge necessary to understand what our institutional options are and what they entail if we are concerned about today's excessive short-termism. (shrink)

This paper examines the legitimacy conditions of constitutionalism by examining one particular type of constitutional provision: provisions aimed at advancing future generations’ interests. After covering the main forms that such provisions can adopt; it first considers three legitimacy gains of constitutionalising them. It then explores two legitimacy concerns that so doing raises. Given that constitutions are difficult to amend; constitutionalisation may threaten future generations’ sovereignty. And it may also make the constitution’s content impossible to adapt to changing circumstances and interests. (...) Finally; the paper examines the ways in which such concerns may be addressed at the adoption; formulation; and amendment stages. In particular; it discusses if the use of sunset clauses and regular constitutional conventions may; and under what conditions; successfully address such concerns. (shrink)

Digital COVID certificates are a novel public health policy to tackle the COVID-19 pandemic. These immunity certificates aim to incentivize vaccination and to deny international travel or access to essential spaces to those who are unable to prove that they are not infectious. In this article, we start by describing immunity certificates and highlighting their differences from vaccination certificates. Then, we focus on the ethical, legal, and social issues involved in their use, namely autonomy and consent, data protection, equity, and (...) international mobility from a global fairness perspective. The main conclusion of our analysis is that digital COVID certificates are only acceptable if they meet certain conditions: that they should not process personal data beyond what is strictly necessary for the aimed goals, that equal access to them should be guaranteed, and that they should not restrict people’s autonomy to access places where contagion is unlikely. We conclude that, if such conditions are guaranteed, digital COVID certificates could contribute to mitigating some of the most severe socioeconomic consequences of the pandemic. (shrink)

Representing unborn generations to more suitably include future interests in today's climate policymaking has sparked much interest in recent years. In this review we survey the main proposed instruments to achieve this effect, some of which have been attempted in polities such as Israel, Philippines, Wales, Finland, and Chile. We first review recent normative work on the idea of representing future people in climate governance: The grounds on which it has been advocated, and the main difficulties that traditional forms of (...) representation have encountered when applied to this particular case. We then survey existing institutional means to represent generations to come. We separate out representation in courts, in parliament, and by independent bodies, and review specific instruments including climate litigation, parliamentary commissions, future representatives, youth quotas, and independent offices for future generations. We examine the particular forms whereby each of these may suitably represent future people, including audience representation, surrogate representation, and indicative representation, and discuss the main challenges they encounter in so doing. (shrink)

This paper aims to provide a general phenomenological framework for the study of digital experiences as technological praxis. This approach is built through a synthesis of the categories proper to different currents of thought such as Merleau-Ponty's bodily phenomenology, the postphenomenology of Don Ihde and his school, hermeneutics and information theories. These notes develop a progressive analysis of the phenomenal dimensions that take place in the user-device interaction, from the stimulus base to virtual recreations. Through the intersubjective relationship with the (...) machine, integrated to the user, the user produces and consumes the informative material that will become successive digital representations of himself and of reality as a whole. (shrink)

Casgevy, the world’s first approved CRISPR-based cell therapy, has been priced at $2.2 million per patient. Although this hefty price tag was widely anticipated, the extremely high cost of this and other cell and gene therapies poses a major ethical issue in terms of equitable access and global health. In this Perspective, we argue that lowering the prices of future CRISPR therapies is an urgent ethical imperative. Although we focus on Casgevy as a case study, much of our analysis can (...) be extrapolated to the controversies over affordable access to other gene and cell therapies. First, we explain why this first-of-its-kind CRISPR therapy might be so expensive. We then analyze the ethical issues of equity and global health of early CRISPR treatments. Next, we discuss potential solutions to lower the prices of CRISPR gene therapies. We conclude that the approval of CRISPR transforms our obligations of justice and compels us to bring future gene therapies to the maximum possible number of patients with serious genetic diseases at affordable prices. (shrink)

Trudy Govier offers a sweeping moral critique of revenge, arguing that even non-violent, limited, acts of revenge are wrong, insofar as they necessarily treat the target as an instrument of the revenger’s satisfaction (offending against respect for persons) and thus morally diminish the revenger. I challenge Govier’s critique by broadening her account of revenge, focusing in particular on its communicative complexities. Revenge aims to address rather than use its target, I argue, for the revenger to be satisfied. It is plausibly (...) described as a kind of forcible persuasion, in which the revenger aims to convince her target of the target’s moral desert and the revenger’s moral authority. Nevertheless, the unilateral nature of this address and the morally simplistic worldview on which it depends present significant (and likely fatal) moral risks to any project of vengeance. (shrink)

There have been many (and good) analyses of the Spanish left-populist party Podemos (2014-16) in terms of ideology, politics and class. However, this chapter focuses on an almost completely neglected dimension of its rise and fall: temporality. Firmly based on Nietzsche’s distinction in the Second Untimely Meditation between three “species of history” –the antiquarian, the critic and the monumental–, and moving on to Heidegger’s reinterpretation, which sees it as corresponding to the three “ecstatic times” –past, present and future–, the following (...) chapter applies this framework of analysis to the realm of politics by creating three different characters which may explain its relationship with time: the nostalgic (past), the opportunist (present) and the utopian (future). Through a detailed analysis of Podemos as a case study, the following chapter proposes that its internal conflict between the followers of Pablo Iglesias, Íñigo Errejón and the Anticapitalist Left cannot be only explained by recourse to the traditional categories of ideology, politics and class, but also more fundamentally as a dispute over time itself, in which the pablistas represented the primacy of the past (nostalgia), the errejonistas, the present (opportunity), and the anticapitalistas, the future (utopia). Since these three characters are equally one-sided if taken separately, this chapter ends with an attempt at a reconciliation of the three ecstatic times in a political reformulation of being-as-a-whole-within-time-ness. (shrink)

The paper discusses the structure, applications, and plausibility of the much-used parallel-case argument for workplace democracy. The argument rests on an analogy between firms and states according to which the justification of democracy in the state implies its justification in the workplace. The contribution of the paper is threefold. First, the argument is illustrated by applying it to two usual objections to workplace democracy, namely, that employees lack the expertise required to run a firm and that only capital suppliers should (...) have a say over the governance of the firm. Second, the structure of the argument is unfolded. Third, two salient similarities between firms and states regarding their internal and external effects and the standing of their members are addressed in order to asses the potential and limits of the argument, as well as three relevant differences regarding the voluntariness of their membership, the narrowness of their goals, and the stiffness of the competition they face. After considering these similarities and differences, the paper contends that the the parallel-case argument provides a sound reason in favor of democracy in the workplace—a reason, however, that needs to be importantly qualified and that is only pro tanto. (shrink)

Are mathematical objects affected by their historicity? Do they simply lose their identity and their validity in the course of history? If not, how can they always be accessible in their ideality regardless of their transmission in the course of time? Husserl and Foucault have raised this question and offered accounts, both of which, albeit different in their originality, are equally provocative. Both acknowledge that a scientific object like a geometrical theorem or a chemical equation has a history because it (...) is only constituted in and transmitted through history. But they see that history as a part of its ideality, so that, although historical, a scientific object retains its identity as one and the same object. (shrink)

The notion of the human embryo is not immutable. Various scientific and technological breakthroughs in reproductive biology have compelled us to revisit the definition of the human embryo during the past 2 decades. Somatic cell nuclear transfer, oocyte haploidisation and, more recently, human stem cell-derived embryo models have challenged this scientific term, which has both ethical and legal repercussions. Here, we offer a legal perspective to identify a universally accepted definition of ‘embryo’ which could help to ease and unify the (...) regulation of such entities in different countries. (shrink)

Self-employment merits protection and promotion, we often hear, because it confers independence from a boss. But what, if anything, is wrong with having a boss? On one of the two views that this chapter inspects, being under the power of a boss is objectionable as such, no matter how suitably checked this power may be, for it undermines workers’ agency. On a second view, which republican theorists favor, what is objectionable is subjection not to the power of a boss as (...) such but to their arbitrary power. The first view is unconvincing, I argue, as it entails (implausibly) that being under the power of others in realms like the family or the state is likewise objectionable as such. And although the second view yields compelling reasons for self-employment, it only does so when employers’ power is not suitably checked. When it is, such reasons are more easily outweighed by competing considerations, like those stemming from the further forms of dependence—on suppliers and purchasers—that self-employment may prompt. (shrink)

Economic disparities often translate into disparities in political influence, rendering political liberties less worthy to poor citizens than to wealthier ones. Concerned with this, Rawls advocated that a guarantee of the fair value of political liberties be included in the first principle of justice as fairness, with significant regulatory and distributive implications. He nonetheless supplied little examination of the content and grounding of such guarantee, which we here offer. After examining three uncompelling arguments in its favor, we complete a more (...) promising yet less explored argument that builds on the value of self-respect. We first inspect the conditions and duties that securing self-respect entails. We then look into how uneven allocations of the value of political liberties bear, expressively and due to the power imbalances they yield, on such conditions and duties. (shrink)

The republican case for workplace democracy is presented and defended from two alternative means of ensuring freedom from arbitrary interference in the firm—namely, the right to freely exit the firm and workplace regulation. This paper shows, respectively, that costless exit is neither possible nor desirable in either perfect or imperfect labor markets, and that managerial discretion is both desirable and inevitable due to the incompleteness of employment contracts and labor legislation. The paper then shows that WD is necessary, from a (...) republican standpoint, if workers’ interests are to be adequately tracked in the exercise of managerial authority. Three important objections are finally addressed— that WD is redundant, that it is unnecessary provided that litigation and unionism can produce similar outcomes, and that it falls short of ensuring republican freedom compared to self-employment. (shrink)

The paper examines two backward-looking principles about how the costs of mitigating and adapting to climate change should be distributed. According to the polluter pays principle, such costs should be borne by those who caused climate change. According to the beneficiary pays principle, they should be borne by those who have benefited from the activities causing climate change, regardless of whether they took part in such activities or not. The paper unpacks both principles, considers their main problems and contends that, (...) when properly combined, they can address such problems. (shrink)

Despite renewed interest in work, philosophers have largely ignored self-employment. This neglect is surprising, not just because self-employment was central to classic philosophizing about work, but also given that half of the global workforce today, including one in seven workers in OECD countries, are self-employed. We start off by offering a definition of self-employment, one that accounts for its various forms while avoiding misclassifying dependent self-employed workers as independent contractors, and by mapping the barriers to becoming and remaining self-employed (section (...) 2). We then examine five arguments why governments ought to promote self-employment, despite the forgone opportunities to promote employee work instead that this often entails (sections 3-7): the argument from job creation, the argument from job satisfaction, the argument from independence, the argument from occupational freedom, and the argument from subsistence under non-ideal circumstances. Some of these are unconvincing, we argue, but others are not. Although the strength of the latter arguments hangs on various context-dependent conditions, such that they need to be carefully weighed against considerations of efficiency and equality, they nonetheless offer compelling pro tanto reasons to promote, and not just to protect, self-employment. (shrink)

This research delves into the intricate relationship between language and mathematics education, particularly within the context of mother-tongue-based instruction. It addresses the challenge of reconciling the language of instruction, the learners' mother tongue, and the language of mathematical concepts, emphasizing the need for synchronization to enhance the teaching and learning process. Drawing from international experiences and the Philippine educational landscape, which transitioned to the K-12 curriculum, this study investigates the role of code-switching in Grade-One mathematics education. By conducting a pretest-posttest (...) group design at an Elementary School in Bohol, Philippines, the study evaluates the effects of code-switching within a mother-tongue-based instruction framework. Findings demonstrate that code-switching improves mathematics performance, with the experimental group excelling in advanced and proficient levels post-implementation. Notably, the control and experimental groups exhibited similar pretest scores, indicating their comparability. This research concludes that code-switching is an effective strategy for bridging the linguistic gaps between the mother tongue and mathematical concepts, thereby enhancing the meaningfulness and comprehensibility of mathematics. In light of these findings, the study recommends the adoption of code-switching in teaching mathematics, especially for students with lower academic achievement. Additionally, it encourages future research to explore the applicability of code-switching in other subjects and higher grade levels. This study advocates for an inclusive and adaptive approach to mathematics instruction that recognizes the complex interplay of languages and aims to empower students to understand, participate actively, and develop a profound love for the subject. Based on the empirical findings of this study, it is strongly recommended that the integration of code-switching as a pedagogical strategy in mathematics instruction be formally endorsed within the school setting. This endorsement serves the paramount goal of enhancing the mathematical proficiency and overall academic performance of the students. -/- . (shrink)

The circular economy (CE) framework has captured the attention of industry and academia and received strong policy support. It is currently deemed as a powerful solution for sustainability, despite ongoing criticism on its oversimplification and lack of consideration of socio-ethical issues. In parallel, the concept of RRI has emerged strongly with a strong focus on the integration of social desirability in innovation under transparency, democracy and mutual responsiveness principles. In this paper, we critically examine the literature on the CE and (...) RRI in order to find out how the different focus of RRI may provide an innovation governance framework to strengthen the CE framework. There are two main ways in which RRI could further the CE: first, anticipating unexpected consequences, helping to break disciplinary barriers and acknowledging systemic limits that are not currently taken into consideration; and second, the integration of socio-ethical issues in the CE, and addressing the social implications of the CE through stakeholder participation. However, future research should look at remaining blind spots of CE and RRI, such as non-technological innovation, the demand-side of innovation and the development of business models. With that objective, we suggest a research agenda for common development of the frameworks. (shrink)

Political theorists have recently sought to replace the liberal, contractual theory of the firm with a political view that models the authority relation of employee to firm, and its appropriate regulation, on that of subject to state. This view is liable to serious difficulties, however, given existing discontinuities between corporate and civil authority as to their coerciveness, entry and exit conditions, scope, legal standing, and efficiency constraints. I here inspect these, and argue that, albeit in some cases significant, such discontinuities (...) fail to undermine the firm/state analogy, either because they are not significant enough to do so or because the particular trait on which they hinge is not decisive for how authority, in the state and in the firm, should be regulated to be legitimate. A pro tanto requirement exists, I thus argue, that corporate authority be held to regulatory norms comparable to those legitimate states abide by, including civil liberties, rule-of-law constraints, and accountability to subjects. (shrink)

The paper makes a twofold contribution. Firstly, it advances a preliminary account of the conditions that need to obtain for constitutional rights to be democratic. Secondly, in so doing, it defends precommitment-based theories from a criticism raised by Jeremy Waldron—namely, that constitutional rights do not become any more democratic when they are democratically adopted, for the people could adopt undemocratic policies without such policies becoming democratic as a result. The paper shows that the reductio applies to political rights, yet not (...) to non-political rights, such as reproductive, environmental, or privacy rights. The democratic status of the former is process-independent. The latter, by contrast, are democratic precisely when they are adopted by democratic means. (shrink)

Despite growing interest in workplace democracy, the question whether nonworker stakeholders, like suppliers and local communities, warrant inclusion in the governance of democratic companies, as workers do, has been largely neglected. We inspect this question by leaning on the boundary problem in democratic theory. We first argue that the question of who warrants inclusion in democratic workplaces is best addressed by examining why workplace democracy is warranted in the first place, and offer a twofold normative benchmark—addressing objectionable corporate power and (...) upholding efficiency—to assess the principles of democratic inclusion on offer. Against this benchmark, we next argue that the All-Affected Principle is unfit due to its over- and underinclusive extensional results, and that the All-Subjected Principle, whose variants we examine alongside their extensional results, holds more promise when coupled with independent considerations of justice or a constrained variant of the All-Affected Principle. These combinations need not entirely preclude, but speak against, nonworker stakeholder inclusion. (shrink)

The Internet of Things (IoT) wireless LAN in healthcare has moved away from traditional methods that include hospital visits and continuous monitoring. The Internet of Things allows the use of certain means, including the detection, processing and transmission of physical and biomedical parameters. With powerful algorithms and intelligent systems, it will be available to provide unprecedented levels of critical data for real-time life that are collected and analyzed to guide people in research, management and emergency care. This chapter provides a (...) quick overview of IoT features and how they relate to wireless discovery and technology to deploy the medical applications you need. In the world, the revolution in any industry is to connect your products and devices to the Internet and make them independent and remotely connected, so that anyone can use and view them from anywhere and anytime. The Internet of Things provides us with a home automation system that uses smart devices to overcome this obstacle, allowing us to easily manage our appliances. A smart city is a vision to integrate a variety of information and communication solutions for residents with essential services, such as smart parking on all streets. The main motivation for using the Internet for parking objects is simply collecting data to get free parking. The IoT-based RTSSPS architecture is divided into three parts: a WSN-based smart street parking module, an IoT-based smart street parking module, and an IoT-based smart street parking module. IoT-based cloud with street parking algorithm, rating and future directions. (shrink)

rtificial Intelligence (AI) is swiftly becoming a fundamental element in modern healthcare, bringing unparalleled capabilities in diagnostics, treatment planning, patient care, and healthcare management. This paper delves into AI's transformative impact on the healthcare sector, highlighting how it enhances patient outcomes, boosts the efficiency of medical practices, and introduces new ethical and operational challenges. Through an analysis of current applications such as AI-driven diagnostic tools, personalized medicine, and hospital management systems, the paper underscores the significant advancements AI has introduced to (...) the field. However, the integration of AI also presents concerns related to data privacy, algorithmic bias, and the displacement of healthcare professionals. This study provides a thorough overview of these developments, offering insights into AI's future potential to revolutionize healthcare while addressing the ethical considerations necessary for its responsible adoption. The findings suggest that while AI has the potential to transform healthcare delivery, careful consideration of its implications is essential for ensuring its equitable and effective implementation. (shrink)

This paper examines the link between political liberties and social equality, and contends that the former are constitutive of, i.e. necessary to secure, the latter. Although this constitutive link is often assumed in the literature on political liberties, the reasons why it holds true remain largely unexplored. Three such reasons are examined here. First, political liberties are constitutive of social equality because they bestow political power on their holders, leaving disenfranchised individuals excluded from decisions that are particularly pervasive, coercively enforced, (...) hard to avoid, monopolistic, and final. Second, they are constitutive of social equality due to their positional value, such that those who are denied such liberties are socially downgraded because and to the extent that others enjoy them. Third, they are constitutive of social equality due to their expressive value, in the sense that, by disenfranchising some individuals, the state publicly fails to recognize their equal moral agency. While unpacking these reasons, we address some criticisms of this constitutive link recently raised by Steven Wall and Jason Brennan. (shrink)

Workplace democracy is often advocated on two intertwined views. The first is that the authority relation of employee to firm is akin to that of subject to state, such that reasons favoring democracy in the state may likewise apply to the firm. The second is that, when democratic controls are absent in the workplace, employees are liable to objectionable forms of subordination by their bosses, who may then issue arbitrary directives on matters ranging from pay to the allocation of overtime (...) and to relocation and promotion. Daniel Jacob and Christian Neuhäuser have recently submitted these views to careful criticism. They argue that the parallel between firms and states is unwarranted. For, unlike managerial authority, state authority is final. The state grants firms their legal status and subjects their authority to its regulations, which citizens in democracies already control. And they also argue that suitable workplace regulation alongside meaningful exit options may suffice to prevent, with no need for democratization, objectionable forms of workplace subjection. Neither view offers, they resolve, compelling reasons to believe that justice requires that firms be democratic. I here inspect these criticisms in turn, and offer reasons for skepticism. (shrink)

Workplace democracy is often defined, and has recently been defended, as a form of intra-firm governance in which workers have control rights over management with no ownership requirement on their part. Using the normative tools of republican political theory, the paper examines bargaining power disparities and moral hazard problems resulting from the allocation of control rights and ownership to different groups within democratic firms, with a particular reference to the European codetermination system. With various qualifications related to potentially mitigating factors, (...) such as workforce and shareholder composition or risk aversion and reallocation, the paper contends that forms of workplace democracy in which workers control and own the firm, such as cooperativism, are preferable to other forms, such as codetermination, in which ownership and control rights are formally separated. (shrink)

Abstract: Artificial Intelligence (AI) has rapidly advanced, offering significant potential to transform business decision-making. This paper delves into how AI can be harnessed to enhance strategic decision-making within business contexts. It investigates the integration of AI-driven analytics, predictive modeling, and automation, emphasizing their role in improving decision accuracy and operational efficiency. By examining current applications and case studies, the paper underscores the opportunities AI offers, including improved data insights, risk management, and personalized customer experiences. It also addresses the challenges businesses (...) face when adopting AI, such as data privacy concerns, integration difficulties, and the need for skilled professionals. The paper concludes by offering recommendations for successfully implementing AI solutions to maximize benefits while mitigating potential challenges. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into medical imaging represents a transformative shift in healthcare, offering significant improvements in diagnostic accuracy, efficiency, and patient outcomes. This paper explores the application of AI technologies in the analysis of medical images, focusing on techniques such as convolutional neural networks (CNNs) and deep learning models. We discuss how these technologies are applied to various imaging modalities, including X-rays, MRIs, and CT scans, to enhance disease detection, image segmentation, and diagnostic support. Additionally, the (...) paper addresses the challenges faced in AI-driven medical imaging, including data quality, model interpretability, and ethical considerations. By examining recent advancements and real-world case studies, this paper provides insights into the current state of AI in medical imaging and its potential future directions. The findings highlight the ongoing evolution of AI technologies and their crucial role in advancing medical diagnostics and treatment strategies. (shrink)

Abstract: Artificial Intelligence (AI) is transforming the agricultural sector, enhancing both productivity and sustainability. This paper delves into the impact of AI technologies on agriculture, emphasizing their application in precision farming, predictive analytics, and automation. AI-driven tools facilitate more efficient crop and resource management, leading to higher yields and a reduced environmental footprint. The paper explores key AI technologies, such as machine learning algorithms for crop monitoring, robotics for automated planting and harvesting, and data analytics for optimizing resource use. Additionally, (...) it discusses challenges like data privacy, barriers to technology adoption, and the ethical implications of AI in farming. Integrating AI into agricultural practices holds the promise of greater efficiency and sustainability, paving the way for future innovations. (shrink)

Abstract: The incorporation of Artificial Intelligence (AI) into educational technology has dramatically transformed learning through Intelligent Tutoring Systems (ITS). These systems utilize AI to offer personalized, adaptive instruction tailored to each student's needs, thereby improving learning outcomes and engagement. This paper examines the development and impact of ITS, focusing on AI technologies such as machine learning, natural language processing, and adaptive algorithms that drive their functionality. Through various case studies and applications, it illustrates how ITS have revolutionized traditional educational methods (...) and addresses the challenges and limitations, including data privacy and system biases. The discussion also covers future directions in ITS development, highlighting emerging trends and potential advancements. The goal is to provide a thorough understanding of how ITS use AI to enhance educational experiences and suggest avenues for future research in this evolving field. (shrink)

The paradox of persisting opposition raises a puzzle for normative accounts of democratic legitimacy. It involves an outvoted democrat who opposes a given policy while supporting it. The article makes a threefold contribution to the existing literature. First, it considers pure proceduralist and pure instrumentalist alternatives to solve the paradox and finds them wanting — on normative, conceptual, and empirical grounds. Second, it presents a solution based on a two-level distinction between substantive and procedural legitimacy that shows that citizens are (...) consistent in endorsing the upshot of democratic procedures while opposing it. Third, it unpacks three reasons to non-instrumentally endorse such procedures — namely, the presence of reasonable disagreement, non-paternalism, and the right to democratically do wrong. In so doing, the article shows that those accounts of democratic legitimacy that rely on reasonable disagreement as a necessary condition for democratic procedures being called for are flawed, or at least incomplete, and offers a more complete alternative. (shrink)

Artificial Intelligence (AI) is rapidly transforming Human Resource Management (HRM) by enhancing the efficiency and effectiveness of key functions such as recruitment, performance management, and employee engagement. This paper explores the integration of AI technologies in HRM, focusing on their potential to revolutionize these critical areas. In recruitment, AI-driven tools streamline candidate sourcing, screening, and selection processes, leading to more accurate and unbiased hiring decisions. Performance management is similarly transformed, with AI enabling continuous, data-driven feedback and personalized development plans that (...) align with organizational goals. Furthermore, AI facilitates more engaging and tailored employee experiences by leveraging predictive analytics to anticipate and address employee needs. Despite these advancements, the paper also addresses the ethical considerations and challenges associated with AI in HRM, including data privacy concerns and the risk of over-reliance on automated systems. Through a comprehensive analysis, this paper aims to provide insights into how AI can be strategically leveraged to optimize HRM practices, while highlighting the need for a balanced approach that integrates human judgment with technological innovation. (shrink)

This chapter explores the concept and practice of responsible management of innovation. Responsible innovation is a key response to the grand challenges faced by society, helping to develop innovations with society in mind, and limit any unintended consequences. Responsible managers with influence over innovations need knowledge and understanding of how responsible innovation applies to their roles and how as individuals they can manage innovation responsibly. While the application of responsible innovation to these contexts faces a number of practical and conceptual (...) challenges, this chapter will focus on the contribution and potential of responsible management of innovation processes to provide economic and societal benefits. This chapter explores these issues through the perspective of individual managers, at the level of the organisation and finally at the level of the innovation system. (shrink)

Institutions to address short-termism in public policymaking and to more suitably discharge our duties toward future generations have elicited much recent normative research, which this chapter surveys. It focuses on two prominent institutions: insulating devices, which seek to mitigate short-termist electoral pressures by transferring authority away to independent bodies, and constraining devices, which seek to bind elected officials to intergenerationally fair rules from which deviation is costly. The chapter first discusses sufficientarian, egalitarian, and prioritarian theories of our duties toward future (...) generations, and how an excessive focus on the short term in policymaking may hinder that such duties be fulfilled. It then surveys constraining and insulating devices, and inspects their effectiveness to address the epistemic, motivational, and institutional drivers of political short-termism as well as their intra- and intergenerational legitimacy. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into leadership practices is rapidly transforming organizational dynamics and decision-making processes. This paper explores the ways in which AI enhances leadership effectiveness by providing data- driven insights, optimizing decision-making, and automating routine tasks. Additionally, it examines the challenges leaders face when adopting AI, including ethical considerations, potential biases in AI systems, and the need for upskilling. By analyzing current applications of AI in leadership and discussing future trends, this study aims to offer a (...) comprehensive overview of the opportunities AI presents for effective leadership, as well as the strategies required to address its associated challenges. (shrink)

Abstract: Early detection of breast cancer plays a pivotal role in improving patient prognosis and reducing mortality rates. Recent technological advancements have significantly enhanced the accuracy and effectiveness of breast cancer screening methods. This paper explores the latest innovations in early detection, including the evolution of digital mammography, the impact of 3D mammography (tomosynthesis), and the use of advanced imaging techniques such as molecular imaging and MRI. Furthermore, the integration of artificial intelligence (AI) in diagnostic tools is discussed, highlighting how (...) machine learning algorithms are refining imaging analyses and reducing diagnostic errors. Advances in genetic screening, liquid biopsies, and biomarkers are also examined, showcasing their potential in identifying high-risk individuals and enabling personalized treatment plans. This paper provides insights into the future of breast cancer detection, outlining both the opportunities and challenges that lie ahead in adopting these innovative technologies to improve patient outcomes. (shrink)

Abstract: As artificial intelligence (AI) technologies become more integrated across various sectors, ethical considerations in their development and application have gained critical importance. This paper delves into the complex ethical landscape of AI, addressing significant challenges such as bias, transparency, privacy, and accountability. It explores how these issues manifest in AI systems and their societal impact, while also evaluating current strategies aimed at mitigating these ethical concerns, including regulatory frameworks, ethical guidelines, and best practices in AI design. Through a comprehensive (...) analysis of these challenges and proposed solutions, this paper seeks to contribute to the ongoing discourse on responsible AI development, emphasizing the need for a balance between technological advancement and ethical integrity. (shrink)

Abstract: In an era of rapid technological advancements, artificial intelligence (AI) has transformed surveillance systems, enhancing security capabilities across the globe. However, the deployment of AI-driven surveillance raises significant ethical concerns, particularly in balancing the need for security with the protection of individual privacy. This paper explores the ethical challenges posed by AI surveillance, focusing on issues such as data privacy, consent, algorithmic bias, and the potential for mass surveillance. Through a critical analysis of the tension between security and privacy, (...) this paper examines the implications of AI technologies on civil liberties and human rights. It also highlights the importance of establishing clear regulatory frameworks and ethical guidelines to ensure that AI surveillance systems operate within boundaries that respect individual freedoms. In navigating this delicate balance, we propose solutions that prioritize transparency, accountability, and the protection of privacy in the digital age. (shrink)

Abstract: The rapid advancement of artificial intelligence (AI) has catalyzed significant developments in autonomous systems, which are increasingly shaping diverse sectors including transportation, robotics, and industrial automation. This paper explores the evolution of AI technologies that underpin these autonomous systems, focusing on their capabilities, applications, and the challenges they present. Key areas of discussion include the technological innovations driving autonomy, such as machine learning algorithms and sensor integration, and the practical implementations observed in autonomous vehicles, drones, and robotic systems. Additionally, (...) the paper addresses critical challenges including safety, ethical concerns, and regulatory issues that influence the deployment and acceptance of autonomous technologies. By examining current trends and future prospects, this research aims to provide a comprehensive overview of how AI is transforming the landscape of autonomous systems and to identify key areas for future research and development. (shrink)

¿Qué formas de gobierno son legítimas? ¿Qué principios deben regir la asistencia sanitaria y los impuestos? ¿Qué obligaciones tenemos con las generaciones futuras, así como con la naturaleza y los animales? ¿Qué protección merecen la libertad de expresión y las rentas mínimas? ¿Cuándo es permisible recurrir a la desobediencia civil, la secesión o la guerra? -/- Este libro es una introducción a las respuestas que la filosofía reciente, junto a las ciencias sociales, ha ofrecido a estos y otros asuntos políticos. (...) Escritos por destacados especialistas, los ensayos aquí reunidos abordan las grandes cuestiones que preocupan hoy a los filósofos, desde corrientes como el marxismo, el liberalismo y el republicanismo hasta temas como el feminismo, el nacionalismo, la justicia distributiva, la autoridad política y el Estado de derecho, pasando por el medio ambiente, las migraciones, la religión y los derechos humanos, entre otros. -/- Con un estilo claro y ameno, así como un enfoque analítico, esta obra recorre el pensamiento político actual centrándose no sólo en los principales argumentos y problemas que conforman la filosofía política contemporánea, sino también en los retos más urgentes a los que nos enfrentamos como sociedad. (shrink)

We assess the state of thinking about gender identities in computer vision through an analysis of how research papers in gender and facial recognition are designed, what claims they make about trans and non-binary people, what values they espouse, and what they describe as ongoing challenges for the field. In our corpus of 50 research papers, the seven papers that consider trans and non-binary identities use questionable assumptions about medicalization as a measure of transness, about gender transition as a linear (...) and bounded process, and about the concept of gender deception. Otherwise, non-normative gender identities are absent and their consideration is in fact hindered by prevailing research values, particularly deeply embedded ones such as performance and accuracy. We point out how the use of shared datasets calcifies binary conceptions of gender. In the way that the field of computer vision conceives of ongoing challenges for its research, it does not yet face questions that trans and non-binary user experiences pose and often falls back on biologically essentialist notions of sex classification. We make two recommendations: that computer vision researchers undertake interdisciplinary work with researchers who study gender as a socio-cultural phenomenon, and that journal editors and conference organizers do the same in peer review and conference acceptance processes. (shrink)

Abstract; As artificial intelligence (AI) technologies become increasingly integrated into various facets of society, their impact on human rights has garnered significant attention. This paper examines the intersection of AI and human rights, focusing on key issues such as privacy, bias, surveillance, access, and accountability. AI systems, while offering remarkable advancements in efficiency and capability, also pose risks to individual privacy and can perpetuate existing biases, leading to potential discrimination. The use of AI in surveillance raises ethical concerns about the (...) balance between security and civil liberties. Additionally, disparities in access to AI technologies can exacerbate inequalities, affecting human rights across different populations. This paper explores these challenges and proposes frameworks for ensuring that AI development and deployment adhere to human rights principles. By analyzing current practices and policies, the study aims to provide actionable recommendations for creating a more equitable and responsible AI landscape. (shrink)

What is freedom? The contemporary history of humanity is a quest for enduring human freedom over oppression, subjugation and tyranny of many forms. In that pursuit, many wars have been fought, and millions of lives have perished, and many ideologies were born. In simple terms, freedom to the ability to act or change without being constrained. Freedom manifests when obstacles to initiate change or to express free will are removed. From a needs perspective, freedom is when an individual can pursue (...) his or her needs, wants and aspirations freely. However, freedom may not be absolute; some constraints or caveats can manifest from personal ethics and morality, family, cultural, faith systems and governance structures. It may also differ from one society to another. From a religious or philosophical perspective, freedom is often associated with liberty and autonomy, and only exist in a human realm. This type of freedom is also known as political freedom expressed in the forms of human rights and civil liberties, which are often legislated and protected by laws. Nonetheless, the limits and depths of political freedoms such as freedom of choice, assembly, association, and freedom of expression are often debated and sometimes challenged through modern history. (shrink)