Results for 'Luciano Boschiero'

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  1. AI4People—an ethical framework for a good AI society: opportunities, risks, principles, and recommendations.Luciano Floridi, Josh Cowls, Monica Beltrametti, Raja Chatila, Patrice Chazerand, Virginia Dignum, Christoph Luetge, Robert Madelin, Ugo Pagallo, Francesca Rossi, Burkhard Schafer, Peggy Valcke & Effy Vayena - 2018 - Minds and Machines 28 (4):689-707.
    This article reports the findings of AI4People, an Atomium—EISMD initiative designed to lay the foundations for a “Good AI Society”. We introduce the core opportunities and risks of AI for society; present a synthesis of five ethical principles that should undergird its development and adoption; and offer 20 concrete recommendations—to assess, to develop, to incentivise, and to support good AI—which in some cases may be undertaken directly by national or supranational policy makers, while in others may be led by other (...)
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  2. (1 other version)Translating principles into practices of digital ethics: five risks of being unethical.Luciano Floridi - 2019 - Philosophy and Technology 32 (2):185-193.
    Modern digital technologies—from web-based services to Artificial Intelligence (AI) solutions—increasingly affect the daily lives of billions of people. Such innovation brings huge opportunities, but also concerns about design, development, and deployment of digital technologies. This article identifies and discusses five clusters of risk in the international debate about digital ethics: ethics shopping; ethics bluewashing; ethics lobbying; ethics dumping; and ethics shirking.
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  3.  95
    Is Teleparallel Gravity Really Equivalent to General Relativity?Luciano Combi & Gustavo E. Romero - 2017 - Analen der Physik 530 (1):1700175/1-11.
    An axiomatization of the so-called Teleparallel Equivalent to General Relativity is presented. A set of formal and semantic postulates are elaborated from where the physical meaning of various key concepts of the theory are clarified. These concepts include those of inertia, Lorentz and diffeomorphism invariance, and reference frame. It is shown that Teleparallel Gravity admits a wider representation of space-time than General Relativity, allowing to define properties of the gravitational field such as energy and momentum that are usually considered problematic. (...)
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  4. (1 other version)What the near future of artificial intelligence could be.Luciano Floridi - 2019 - Philosophy and Technology 32 (1):1-15.
    In this article, I shall argue that AI’s likely developments and possible challenges are best understood if we interpret AI not as a marriage between some biological-like intelligence and engineered artefacts, but as a divorce between agency and intelligence, that is, the ability to solve problems successfully and the necessity of being intelligent in doing so. I shall then look at five developments: (1) the growing shift from logic to statistics, (2) the progressive adaptation of the environment to AI rather (...)
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  5. Open problems in the philosophy of information.Luciano Floridi - 2004 - Metaphilosophy 35 (4):554-582.
    The philosophy of information (PI) is a new area of research with its own field of investigation and methodology. This article, based on the Herbert A. Simon Lecture of Computing and Philosophy I gave at Carnegie Mellon University in 2001, analyses the eighteen principal open problems in PI. Section 1 introduces the analysis by outlining Herbert Simon's approach to PI. Section 2 discusses some methodological considerations about what counts as a good philosophical problem. The discussion centers on Hilbert's famous analysis (...)
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  6. The logic of design as a conceptual logic of information.Luciano Floridi - 2017 - Minds and Machines 27 (3):495-519.
    In this article, I outline a logic of design of a system as a specific kind of conceptual logic of the design of the model of a system, that is, the blueprint that provides information about the system to be created. In section two, I introduce the method of levels of abstraction as a modelling tool borrowed from computer science. In section three, I use this method to clarify two main conceptual logics of information inherited from modernity: Kant’s transcendental logic (...)
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  7. Semantic information and the correctness theory of truth.Luciano Floridi - 2011 - Erkenntnis 74 (2):147–175.
    Semantic information is usually supposed to satisfy the veridicality thesis: p qualifies as semantic information only if p is true. However, what it means for semantic information to be true is often left implicit, with correspondentist interpretations representing the most popular, default option. The article develops an alternative approach, namely a correctness theory of truth (CTT) for semantic information. This is meant as a contribution not only to the philosophy of information but also to the philosophical debate on the nature (...)
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  8. Information ethics: an environmental approach to the digital divide.Luciano Floridi - 2002 - Philosophy in the Contemporary World 9 (1):39–45.
    As a full expression of techne, the information society has already posed fundamental ethical problems, whose complexity and global dimensions are rapidlyevolving. What is the best strategy to construct an information society that is ethically sound? This is the question I discuss in this paper. The task is to formulate aninformation ethics that can treat the world of data, information, knowledge and communication as a new environment, the infosphere. This information ethics must be able to address and solve the ethical (...)
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  9. Artificial intelligence's new frontier: Artificial companions and the fourth revolution.Luciano Floridi - 2008 - Metaphilosophy 39 (4-5):651-655.
    Abstract: In this article I argue that the best way to understand the information turn is in terms of a fourth revolution in the long process of reassessing humanity's fundamental nature and role in the universe. We are not immobile, at the centre of the universe (Copernicus); we are not unnaturally distinct and different from the rest of the animal world (Darwin); and we are far from being entirely transparent to ourselves (Freud). We are now slowly accepting the idea that (...)
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  10. Informational realism.Luciano Floridi - manuscript
    What is the ultimate nature of reality? This paper defends an answer in terms of informational realism (IR). It does so in three stages. First, it is shown that, within the debate about structural realism (SR), epistemic (ESR) and ontic (OSR) structural realism are reconcilable by using the methodology of the levels of abstractions. It follows that OSR is defensible from a structuralist-friendly position. Second, it is argued that OSR is also plausible, because not all related objects are logically prior (...)
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  11. Mind the app—considerations on the ethical risks of COVID-19 apps.Floridi Luciano - 2020 - Philosophy and Technology 33 (2):167-172.
    In the past months, there has been a lively debate about so-called COVID-19 apps developed to deal with the pandemic (Morley et al. 2020b). Some of the best solutions use the Bluetooth connection of mobile phones to determine contacts between people and therefore the probability of contagion, and then suggested related measures. In theory, it may seem simple. In practice, there are several ethical problems (Morley et al. 2020a), not only legal and technical ones. To understand them, it is useful (...)
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  12. (1 other version)Faultless responsibility: on the nature and allocation of moral responsibility for distributed moral actions.Luciano Floridi - 2016 - Philosophical Transactions of the Royal Society A 374:20160112.
    The concept of distributed moral responsibility (DMR) has a long history. When it is understood as being entirely reducible to the sum of (some) human, individual and already morally loaded actions, then the allocation of DMR, and hence of praise and reward or blame and punishment, may be pragmatically difficult, but not conceptually problematic. However, in distributed environments, it is increasingly possible that a network of agents, some human, some artificial (e.g. a program) and some hybrid (e.g. a group of (...)
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  13. A defence of constructionism: philosophy as conceptual engineering.Luciano Floridi - 2011 - Metaphilosophy 42 (3):282-304.
    This article offers an account and defence of constructionism, both as a metaphilosophical approach and as a philosophical methodology, with references to the so-called maker's knowledge tradition. Its main thesis is that Plato's “user's knowledge” tradition should be complemented, if not replaced, by a constructionist approach to philosophical problems in general and to knowledge in particular. Epistemic agents know something when they are able to build (reproduce, simulate, model, construct, etc.) that something and plug the obtained information into the correct (...)
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  14. Why information matters.Luciano Floridi - 2017 - The New Atlantis 51.
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  15. Judgment, Extension, Logical Form.Luciano Codato - 2008 - In Kant-Gesellschaft E. V. Walter de Gruyter (ed.), Law and Peace in Kant’s Philosophy / Recht und Frieden in der Philosophie Kants. pp. 1--139.
    In Kant’s logical texts the reference of the form S is P to an “unknown = x” is well known, but its understanding still remains controversial. Due to the universality of all concepts, the subject as much as the predicate is regarded as predicate of the x, which, in turn, is regarded as the subject of the judgment. In the CPR, this Kantian interpretation of the S-P relationship leads to the question about the relations between intuition and concept in judgment. (...)
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  16. On human dignity as a foundation for the right to privacy.Luciano Floridi - 2016 - Philosophy and Technology 29 (4):307-312.
    In 2016, the European Parliament approved the General Data Protection Regulation (GDPR) whose core aim is the safeguarding of information privacy, and, by corollary, human dignity. Drawing on the field of philosophical anthropology, this paper analyses various interpretations of human dignity and human exceptionalism. It concludes that privacy is essential for humans to flourish and enable individuals to build a sense of self and the world.
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  17.  8
    Sobre la inconsistencia de la interpretación de Everett de la mecánica cuántica.Luciano Combi & Gustavo E. Romero - 2017 - Metatheoria – Revista de Filosofía E Historia de la Ciencia 7:47--53.
    De las muchas interpretaciones de la mecánica cuántica (MC), pocas han sido tan divulgadas como la de Everett. Esta formulación se supone realista y libre de los problemas que aquejan a la interpretación de Copenhague. En el presente trabajo, mostramos los problemas semántico-ontológicos que implican las formulaciones actuales de esta interpretación y discutimos el problema que presenta con respecto a las cantidades conservadas y las simetrías subyacentes al modelo de espacio-tiempo adoptado. Concluimos que en sus expresiones usuales, la teoría de (...)
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  18. How AI can be a force for good.Mariarosaria Taddeo & Luciano Floridi - 2018 - Science Magazine 361 (6404):751-752.
    This article argues that an ethical framework will help to harness the potential of AI while keeping humans in control.
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  19. Mapping the foundationalist debate in computer ethics.Luciano Floridi & J. W. Sanders - 2002 - Ethics and Information Technology 4 (1):1-9.
    The paper provides a critical review of the debate on the foundations of Computer Ethics (CE). Starting from a discussion of Moor’s classic interpretation of the need for CE caused by a policy and conceptual vacuum, five positions in the literature are identified and discussed: the “no resolution approach”, according to which CE can have no foundation; the professional approach, according to which CE is solely a professional ethics; the radical approach, according to which CE deals with absolutely unique issues, (...)
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  20. Have Reforms Reconciled Health Rights Litigation and Priority Setting in Costa Rica?Alessandro Luciano & Alex Voorhoeve - 2019 - Health and Human Rights 21 (2):283-293.
    The experience of Costa Rica highlights the potential for conflicts between the right to health and fair priority setting. For example, one study found that most favorable rulings by the Costa Rican constitutional court concerning claims for medications under the right to health were either for experimental treatments or for medicines that should have low priority based on health gain per unit of expenditure and severity of disease. In order to better align rulings with priority setting criteria, in 2014, the (...)
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  21. (1 other version)A united framework of five principles for AI in society.Luciano Floridi & Josh Cowls - 2019 - Harvard Data Science Review 1 (1).
    Artificial Intelligence (AI) is already having a major impact on society. As a result, many organizations have launched a wide range of initiatives to establish ethical principles for the adoption of socially beneficial AI. Unfortunately, the sheer volume of proposed principles threatens to overwhelm and confuse. How might this problem of ‘principle proliferation’ be solved? In this paper, we report the results of a fine-grained analysis of several of the highest-profile sets of ethical principles for AI. We assess whether these (...)
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  22. A subjectivist interpretation of relevant information.Luciano Floridi - 2008 - In Herbert Hrachovec & Alois Pichler (eds.), Wittgenstein and the Philosophy of Information: Proceedings of the 30th International Ludwig Wittgenstein-Symposium in Kirchberg, 2007. De Gruyter. pp. 285–304.
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  23. Consciousness, agents and the knowledge game.Luciano Floridi - 2005 - Minds and Machines 15 (3):415-444.
    This paper has three goals. The first is to introduce the “knowledge game”, a new, simple and yet powerful tool for analysing some intriguing philosophical questions. The second is to apply the knowledge game as an informative test to discriminate between conscious (human) and conscious-less agents (zombies and robots), depending on which version of the game they can win. And the third is to use a version of the knowledge game to provide an answer to Dretske’s question “how do you (...)
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  24. On the morality of artificial agents.Luciano Floridi & J. W. Sanders - 2004 - Minds and Machines 14 (3):349-379.
    Artificial agents (AAs), particularly but not only those in Cyberspace, extend the class of entities that can be involved in moral situations. For they can be conceived of as moral patients (as entities that can be acted upon for good or evil) and also as moral agents (as entities that can perform actions, again for good or evil). In this paper, we clarify the concept of agent and go on to separate the concerns of morality and responsibility of agents (most (...)
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  25. Information quality.Luciano Floridi - 2013 - Philosophy and Technology 26 (1):1-6.
    Information, and information and communication technologies (ICTs) are critical for most developed post-industrial societies. It follows, therefore, that the better the quality of the information exchanged, the more likely such societies and their members may prosper. But what is information quality (IQ) exactly? This paper discusses current definitions, problems and approaches to IQ and the question of how we should, and could, evaluate IQ in the future.
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  26. Fondamenti geometrici e problemi filosofici dello spazio-tempo.Luciano Boi - 2012 - Isonomía. Revista de Teoría y Filosofía Del Derecho:1-37.
    The answer to some of the longstanding issues in the 20th century theoretical physics, such as those of the incompatibility between general relativity and quantum mechanics, the broken symmetries of the electroweak force acting at the subatomic scale and the missing mass of Higgs particle, and also those of the cosmic singularity and the black matter and energy, appear to be closely related to the problem of the quantum texture of space-time and the fluctuations of its underlying geometry. Each region (...)
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  27. Scepticism and the search for knowledge: a Peirceish answer to a Kantian doubt.Luciano Floridi - 1994 - Transactions of the Charles S. Peirce Society 30 (3):543–573.
    This paper explores a fundamental issue in epistemology, namely, that the world is completely different in general from the way our sensory impacts and our internal makeup lead us to believe (Stroud 1994). Three hypotheses are considered: first, that there is something like an independent external reality; second, that the epistemic relationship occurring between this reality and the knowing subject is somehow such as not to allow the latter to know the intrinsic nature of the former; and finally, that the (...)
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  28. How to design AI for social good: seven essential factors.Luciano Floridi, Josh Cowls, Thomas C. King & Mariarosaria Taddeo - 2020 - Science and Engineering Ethics 26 (3):1771–1796.
    The idea of artificial intelligence for social good is gaining traction within information societies in general and the AI community in particular. It has the potential to tackle social problems through the development of AI-based solutions. Yet, to date, there is only limited understanding of what makes AI socially good in theory, what counts as AI4SG in practice, and how to reproduce its initial successes in terms of policies. This article addresses this gap by identifying seven ethical factors that are (...)
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  29. The case for e-trust.Mariarosaria Taddeo & Luciano Floridi - 2011 - Ethics and Information Technology 13 (1):1–3.
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  30. A praxical solution of the symbol grounding problem.Mariarosaria Taddeo & Luciano Floridi - 2007 - Minds and Machines 17 (4):369-389.
    This article is the second step in our research into the Symbol Grounding Problem (SGP). In a previous work, we defined the main condition that must be satisfied by any strategy in order to provide a valid solution to the SGP, namely the zero semantic commitment condition (Z condition). We then showed that all the main strategies proposed so far fail to satisfy the Z condition, although they provide several important lessons to be followed by any new proposal. Here, we (...)
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  31. GPT-3: its nature, scope, limits, and consequences.Luciano Floridi & Massimo Chiriatti - 2020 - Minds and Machines 30 (4):681–⁠694.
    In this commentary, we discuss the nature of reversible and irreversible questions, that is, questions that may enable one to identify the nature of the source of their answers. We then introduce GPT-3, a third-generation, autoregressive language model that uses deep learning to produce human-like texts, and use the previous distinction to analyse it. We expand the analysis to present three tests based on mathematical, semantic, and ethical questions and show that GPT-3 is not designed to pass any of them. (...)
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  32. Remarks on the Geometry of Complex Systems and Self-Organization.Luciano Boi - 2012 - In Vincenzo Fano, Enrico Giannetto, Giulia Giannini & Pierluigi Graziani (eds.), Complessità e Riduzionismo. ISONOMIA - Epistemologica Series Editor. pp. 28-43.
    Let us start by some general definitions of the concept of complexity. We take a complex system to be one composed by a large number of parts, and whose properties are not fully explained by an understanding of its components parts. Studies of complex systems recognized the importance of “wholeness”, defined as problems of organization (and of regulation), phenomena non resolvable into local events, dynamics interactions in the difference of behaviour of parts when isolated or in higher configuration, etc., in (...)
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  33. Pasos a seguir para la filosofía de la información.Luciano Floridi - 2013 - Revista Interamericana de Bibliotecología 35 (2):213-218.
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  34. Marketing as control of human interfaces and its political exploitation.Luciano Floridi - 2019 - Philosophy and Technology 32 (3):379-388.
    In previous works, I defined ourselves as informational organisms, or inforgs for short, who forage for, produce, cultivate, curate, process, and consume information (Floridi 2013). Yet, we may also be understood as interfaces, who inhabit and interact with, an environment also made up of data and computational processes. By describing ourselves in such terms, this paper argues that we can better understand several crucial phenomena that characterise our digital age, including marketing and the “marketisation” of political communication. The article concludes (...)
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  35. The information society and its philosophy: introduction to the special issue on the philosophy o information, its nature, and future developments.Luciano Floridi - 2009 - The Information Society 23 (5):153–158.
    The article introduces the special issue dedicated to “The Philosophy of Information, Its Nature, and Future Developments.” It outlines the origins of the information society and then briefly discusses the definition of the philosophy of information, the possibility of reconciling nature and technology, the informational turn as a fourth revolution (after Copernicus, Darwin, and Freud), and the metaphysics of the infosphere.
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  36. The grafted branches of the sceptical tree. "Noli altum sapere" and Henri Estienne's latin edition of Sexti Empirici Pyrrhoniarum Hypotyposeon libri III.Luciano Floridi - 1992 - Nouvelles de la République des Lettres 1:127–166.
    The Latin translation of Sextus Empiricus’ ‘Outlines of Pyrrhonism’, published by Henri Estienne in 1562, are amongst the most influential texts in the history of scepticism. And yet, we still lack a complete and detailed study of their reception in modern times. Through investigation of the emblem on the frontispiece of the book, this paper argues that Estienne’s motivations for the publication should be interpreted as essentially anti-dogmatic and humanistic in nature. -/- .
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  37. From the philosophy of AI to the philosophy of information.Luciano Floridi - 2004 - The Philosophers’ Magazine 28 (4):56-60.
    Computational and information-theoretic research in philosophy has become increasingly fertile and pervasive, giving rise to a wealth of interesting results. Consequently, a new and vitally important field has emerged, the philosophy of information (PI). This paper introduces PI as the philosophical field concerned with (i) the critical investigation of the conceptual nature and basic principles of information, including its dynamics, utilisation and sciences, and with (ii) the elaboration and application of information-theoretic and computational methodologies to philosophical problems. It is argued (...)
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  38. From what to how: an initial review of publicly available AI ethics tools, methods and research to translate principles into practices.Jessica Morley, Luciano Floridi, Libby Kinsey & Anat Elhalal - 2020 - Science and Engineering Ethics 26 (4):2141-2168.
    The debate about the ethical implications of Artificial Intelligence dates from the 1960s :741–742, 1960; Wiener in Cybernetics: or control and communication in the animal and the machine, MIT Press, New York, 1961). However, in recent years symbolic AI has been complemented and sometimes replaced by Neural Networks and Machine Learning techniques. This has vastly increased its potential utility and impact on society, with the consequence that the ethical debate has gone mainstream. Such a debate has primarily focused on principles—the (...)
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  39. The philosophy of information: a methodological point of view.Luciano Floridi - 2005 - Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management - Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany.
    The Philosophy of Information is a new area of research at the intersection of philosophy and computer science [4]. It concerns (a) the critical investigation of the conceptual nature and basic principles of information, including its dynamics (especially computation), utilization (especially computer ethics) and sciences; and (b) the elaboration and application of computational and information-theoretic methodologies to philosophical problems. Past work by members of our group has concentrated on (a), and in this paper we explore (b). In a nutshell, we (...)
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  40. The method of levels of abstraction.Luciano Floridi - 2008 - Minds and Machines 18 (3):303–329.
    The use of “levels of abstraction” in philosophical analysis (levelism) has recently come under attack. In this paper, I argue that a refined version of epistemological levelism should be retained as a fundamental method, called the method of levels of abstraction. After a brief introduction, in section “Some Definitions and Preliminary Examples” the nature and applicability of the epistemological method of levels of abstraction is clarified. In section “A Classic Application of the Method ofion”, the philosophical fruitfulness of the new (...)
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  41. Robots, jobs, taxes, and responsibilities.Luciano Floridi - 2017 - Philosophy and Technology 30 (1):1-4.
    Robots—in the form of apps, webbots, algorithms, house appliances, personal assistants, smart watches, and other systems—proliferate in the digital world, and increasingly perform a number of tasks more speedily and efficiently than humans can. This paper explores how in the future robots can be regulated when working alongside humans, focusing on issues such as robot taxation and legal liability.
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  42. Establishing the rules for building trustworthy AI.Luciano Floridi - 2019 - Nature Machine Intelligence 1 (6):261-262.
    AI is revolutionizing everyone’s life, and it is crucial that it does so in the right way. AI’s profound and far-reaching potential for transformation concerns the engineering of systems that have some degree of autonomous agency. This is epochal and requires establishing a new, ethical balance between human and artificial autonomy.
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  43. What is data ethics?Luciano Floridi & Mariarosaria Taddeo - 2016 - Philosophical Transactions of the Royal Society A 374 (2083):20160360.
    This theme issue has the founding ambition of landscaping Data Ethics as a new branch of ethics that studies and evaluates moral problems related to data (including generation, recording, curation, processing, dissemination, sharing, and use), algorithms (including AI, artificial agents, machine learning, and robots), and corresponding practices (including responsible innovation, programming, hacking, and professional codes), in order to formulate and support morally good solutions (e.g. right conducts or right values). Data Ethics builds on the foundation provided by Computer and Information (...)
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  44. Levellism and the method of abstraction.Luciano Floridi & J. W. Sanders - 2004 - IEG Research Report.
    The use of "levels of abstraction" in philosophical analysis (levellism) has recently come under attack. In this paper, we argue that a refined version of epistemological levellism should be retained as a fundamental method, which we call the method of abstraction. After a brief introduction, in section two we make clear the nature and applicability of the (epistemological) method of levels of abstraction. In section three, we show the fruitfulness of the new method by applying it to five case studies: (...)
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  45. Is semantic information meaningful data?Luciano Floridi - 2007 - Philosophy and Phenomenological Research 70 (2):351-370.
    There is no consensus yet on the definition of semantic information. This paper contributes to the current debate by criticising and revising the Standard Definition of semantic Information (SDI) as meaningful data, in favour of the Dretske‐Grice approach: meaningful and well‐formed data constitute semantic information only if they also qualify as contingently truthful. After a brief introduction, SDI is criticised for providing necessary but insufficient conditions for the definition of semantic information. SDI is incorrect because truth‐values do not supervene on (...)
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  46. Soft ethics and the governance of the digital.Luciano Floridi - 2018 - Philosophy and Technology 31 (1):1-8.
    What is the relation between the ethics, the law, and the governance of the digital? In this article I articulate and defend what I consider the most reasonable answer.
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  47. A defence of informational structural realism.Luciano Floridi - 2008 - Synthese 161 (2):219-253.
    This is the revised version of an invited keynote lecture delivered at the "1st Australian Computing and Philosophy Conference". The paper is divided into two parts. The first part defends an informational approach to structural realism. It does so in three steps. First, it is shown that, within the debate about structural realism, epistemic and ontic structural realism are reconcilable. It follows that a version of OSR is defensible from a structuralist-friendly position. Second, it is argued that a version of (...)
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  48. (1 other version)Information ethics: on the philosophical foundation of computer ethics.Luciano Floridi - 1999 - Ethics and Information Technology 1 (1):33–52.
    The essential difficulty about Computer Ethics' (CE) philosophical status is a methodological problem: standard ethical theories cannot easily be adapted to deal with CE-problems, which appear to strain their conceptual resources, and CE requires a conceptual foundation as an ethical theory. Information Ethics (IE), the philosophical foundational counterpart of CE, can be seen as a particular case of environmental ethics or ethics of the infosphere. What is good for an information entity and the infosphere in general? This is the ethical (...)
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  49. Philosophical conceptions of information.Luciano Floridi - manuscript
    I love information upon all subjects that come in my way, and especially upon those that are most important. Thus boldly declares Euphranor, one of the defenders of Christian faith in Berkley’s Alciphron (Berkeley, (1732), Dialogue 1, Section 5, Paragraph 6/10). Evidently, information has been an object of philosophical desire for some time, well before the computer revolution, Internet or the dotcompandemonium (see for example Dunn (2001) and Adams (2003)). Yet what does Euphranor love, exactly? What is information? The question (...)
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  50. Regulate artificial intelligence to avert cyber arms race.Mariarosaria Taddeo & Luciano Floridi - 2018 - Nature 556 (7701):296-298.
    This paper argues that there is an urgent need for an international doctrine for cyberspace skirmishes before they escalate into conventional warfare.
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