In this chapter we extend earlier work (Vinuesa et al., Nat Commun 11, 2020) on the potential of artificial intelligence (AI) to achieve the 17 Sustainable Development Goals (SDGs) proposed by the United Nations (UN) for the 2030 Agenda. The present contribution focuses on three SDGs related to healthy and sustainable societies, i.e., SDG 3 (on good health), SDG 11 (on sustainable cities), and SDG 13 (on climate action). This chapter extends the previous study within those three goals and goes (...) beyond the 2030 targets. These SDGs are selected because they are closely related to the coronavirus disease 19 (COVID-19) pandemic and also to crises like climate change, which constitute important challenges to our society. (shrink)

Twenty years ago in "Turing's Two Tests for Intelligence" I distinguished two distinct tests to be found in Alan Turing's 1950 paper "Computing Machinery and Intelligence": one by then very well-known, the other neglected. I also explained the significance of the neglected test. This paper revisits some of the points in that paper and explains why they are even more relevant today. It also discusses the value of tests for machine intelligence based on games humans play, giving an analysis of (...) some twentieth century TV game shows and how they relate to the tests for machine intelligence in Turing's paper and in some other tests for machine intelligence that have been proposed since. Their value in distinguishing between 'wise' and simply ‘clever’ AI is discussed. (shrink)

On a literal reading of `Computing Machinery and Intelligence'', Alan Turing presented not one, but two, practical tests to replace the question `Can machines think?'' He presented them as equivalent. I show here that the first test described in that much-discussed paper is in fact not equivalent to the second one, which has since become known as `the Turing Test''. The two tests can yield different results; it is the first, neglected test that provides the more appropriate indication of intelligence. (...) This is because the features of intelligence upon which it relies are resourcefulness and a critical attitude to one''s habitual responses; thus the test''s applicablity is not restricted to any particular species, nor does it presume any particular capacities. This is more appropriate because the question under consideration is what would count as machine intelligence. The first test realizes a possibility that philosophers have overlooked: a test that uses a human''s linguistic performance in setting an empirical test of intelligence, but does not make behavioral similarity to that performance the criterion of intelligence. Consequently, the first test is immune to many of the philosophical criticisms on the basis of which the (so-called) `Turing Test'' has been dismissed. (shrink)

One of the most important theoretical and ideological tasks of Marxist philosophy is the critical study of the philosophical thought of the West. In the second half of the 1970s and beginning of the 1980s, the ideological struggle on the international arena entered a new stage. It was characterized by the turn of the forces of imperialist reaction away from the politics of detente to the politics of the "cold war," to the active opposition to the forces of peace, democracy, (...) and socialism. The struggle of ideas has swung back and forth in the context of, on the one hand, a resurgence of reactionary anticommunist tendencies, and the stimulation and expansion of antimilitary movements and the struggles of the peoples for peace and socialism on the other. (shrink)

In his 1841-2 Berlin lectures, Schelling critiques German idealism’s negative method of regressing from existence to its first principle, which is supposed to be intelligible without remainder. He sees existence as precisely its remainder since there could be nothing that exists. To solve this, Schelling enlists the positive method of progressing from the fact of existence to a proof of this principle’s reality. Since this proof faces the absurdity that there is anything rather than nothing, he concludes that this fact’s (...) constitution and this principle’s proof are mutually dependent, non-dischargeable tasks. I trace this reciprocal relation to one Kant establishes between the constitutive categories of experience and the experience that proves their applicability and argue that it adheres to Kant’s threefold criterion of proof. I do so by uncovering the Maimonian skeptical motivation—specifically, the need to answer what I call the question quid indicii—behind the qualified return to Kant on which Schelling’s critique of idealism relies. (shrink)

In the Vocation of Man, Fichte makes the striking claim that life is eternal, rational, our true being, and the final cause of nature in general and of death in particular. How can we make sense of this claim? I argue that the public lectures that compose the Vocation are a popular expression of Fichte’s pre-existing commitment to what I call immortalism, the view that life is the unconditioned condition of intelligibility. Casting the I as an absolutely self-active or living (...) power enables his philosophical account of both the intelligibility of objects and of what it means to die. This explains his characterization of the Wissenschaftslehre as a system in which ‘all is act, movement, and life’. In Sect. 1, I explain the context of Jacobi’s use of ‘caput mortuum’ as a term for the thing in itself. In Sects. 2 and 3, I reconstruct two immortalist arguments from Fichte’s Jena period. The first is that the I’s self-activity rules out the existence of the thing in itself and thereby vanquishes ‘death’s head’. The second is that, insofar as the I charges us with the moral perfection of nature, it is the final cause of our entire life, including its end. This is to say that the I puts our every moment into question, even our last. In Sect. 4, I use these immortalist arguments to interpret the striking claim from the Vocation. (shrink)

Introduction to Sexology [Vvedenie v seksologiiu] by I. S. Kon has finally been published after having made the rounds of publishing houses for many years. This is the first Soviet publication devoted to a description and an analysis of the genesis, development, and state of a new branch of scientific knowledge about man-sexology-which affects every one of us. To be sure, General Sexual Pathology [Obshchaia seksopatologiia], a textbook for physicians edited by G. S. Vasil'chenko, which came out in 1977, has (...) an extensive introductory chapter on sexology, but it is limited to medical problems. Kon's book is an example of an interdisciplinary approach that provides an idea of the most essential components of sexology; it is thus addressed not only to the medical profession, but also to sociologists, philosophers of culture, psychologists, pedagogues, etc. The book takes into account the latest publications in this area of science. (shrink)

Bryan Frances’s recent argument is for the epistemic position called Live Skepticism. The Live Skepticism Argument (LSA) attempts to establish a restricted set of skeptical conclusions. The LSA’s “skeptical hypotheses” are scientific and philosophical positions that are “live actual possibilities” in an intellectual community. In order to “rule out” live hypotheses, an expert must know them to be false. However, since these are live hypotheses in this expert’s intellectual community—endorsed by others who have parallel levels of knowledge, intelligence, and understanding—this (...) expert is unable to rule them out. Consistent with the LSA is the outcome that people not exposed to these live hypotheses can know what these experts cannot. However, in this paper, I defeat the LSA by developing and defending a counterexample that focuses on the phenomenon of genius testimony. Everyone, including the LSA’s proponent, can and should allow that expertise comes in degrees. While in many cases a person’s intelligence, understanding, and knowledge are parallel to others in the field, there are some who are extraordinary in their intelligence, understanding, and knowledge (geniuses). If an expert meets with a genius, it is possible that the genius provides this individual with beliefs that can rule out a skeptical hypothesis. Therefore, an expert can have knowledge, even if the skeptical hypothesis is live and endorsed by others who have parallel levels of knowledge, intelligence, and understanding. After providing this counterexample, I present three potential objections, and show how people can know global warming exists and that smoking does not give someone cancer. I conclude by defending this counterexample from a likely reply by proponents of the LSA involving luck and knowledge. (shrink)

‘Facticity’ is a concept that classical phenomenologists like Heidegger use to denote the radically contingent or underivably brute conditions of intelligibility. Yet Fichte coins the term, to which he gives the opposing use of denoting unacceptably brute conditions of intelligibility. For him, radical contingency is a problem to be solved by deriving such conditions from reason. Heidegger rejects Fichte's recoil from facticity with his hermeneutics of facticity, supplanting Fichte's metaphor of our always being in reason's hand with the metaphor of (...) our always having been thrown. How does Heidegger inherit and diametrically repurpose Fichte's neologism? Whence the reversed meaning of ‘facticity’ in post-Kantian thought? The answer is Lask's doctoral thesis, which exerts an acknowledged impact on Heidegger's habilitation thesis. Lask interprets ‘facticity’ as Fichte's term for the individuality problem, that is, the resistance of the material particularity of individuals to explanation by the categories genetically deduced from reason. On his interpretation, ‘facticity’ denotes radical contingency in the guise of haecceity, that is, the brute uniqueness of individuals. Lask credits Fichte with registering the problem of individuality, which highlights the world's irreducibly precategorial character. But how is ‘facticity’ transmitted from Lask to Heidegger, given their opposing interpretations of how Fichte understands its meaning? I argue that (1) Lask misreads Fichte as a proponent of facticity, that is, one whose accommodation of radical contingency deflates the Wissenschaftslehre's systematic ambitions, and (2) Lask's misreading, without deceiving Heidegger regarding the sincerity of Fichte's ambitions, encourages Heidegger's own hermeneutics of facticity. (shrink)

General intelligence is success in comprehensive life- and world-modelling. What counts as intelligent will depend on what an individual or society thinks about life, world, and success. Yet intelligence comparisons have a basis in direct experience of mental encounter; they arise in sensed resemblances among subjects (liable, like other human-kinds perceptions, to stereotyping). Intelligence is assessed differently according to different scenarios of encounter, as for example among workers, traders, lovers, philosophers, or friends. An IQ score could not define a (...) personal intelligence kind, but it could reasonably affect one subject's approach to another in standardized and time-limited situations. (shrink)

In the Freedom essay, Schelling charges that (1) idealism fails to grasp human freedom’s distinctiveness and that (2) this failure undermines idealism's attempt to refute pantheism, as exemplified by Spinoza. This raises two questions, which I will answer in turn: what, for Schelling, is distinctive of human freedom; and how does the idealists’ failure to grasp it render them unable to refute pantheism? To answer these questions, I will reconstruct Schelling’s argument that freedom has the distinctness of being the unconditioned (...) condition of the world’s intelligibility. My reconstruction will illustrate how Schelling’s notion of freedom as primal will grounds the alleged primacy of practical reason as Kant and Fichte conceive it. I will then consider three objections to Schelling’s argument. Throughout, I will develop the Schellingian idea that freedom is enacted in an unprethinkable decision that cannot be anticipated by any law or principle. (shrink)

Professor Frankena mentions me as one of the participants in what he calls the Movement in moral philosophy, and I think he is right; I was so moving, or being moved along among others, ten years or so ago, and I think I find myself still inclined to so move, while recognising with regret, when I come to look back at it, that, as he courteously observes, “what such writers say is not as clear as one would like.” I embark (...) on commenting upon his lectures with considerable trepidation, however, for the reason that, while his own writing surely is as clear as one could reasonably hope for, I have had great difficulty in figuring out what exactly it is in the Movement that he substantially dissents from, and have the lurking suspicion that there may be something that I have just failed to see. Tentatively, though, I tend to think that the root of my difficulty has been that he offers, in opposition to the Movement, an account of these matters that is really, in the end, not intelligible; and my main task in this commentative piece will be to try to explain why I think that. (shrink)

Huston Smith is justifiably critical of scientism, the belief that science is the only reliable path to truth. He holds that scientism and the materialism that accompanies it have led to a widespread denial of the transcendence expressed in traditional religious world‐views. He argues that evolutionary theory should be seen as a product of scientism rather than of scientific evidence, citing authors who claim that the fossil record does not support the idea of continuous descent with modification from earlier life (...) forms. I suggest that he has underestimated the cumulative weight of evidence from many independent fields of science supporting neo‐Darwinism. I argue that methodological (but not philosophical) naturalism is a basic assumption of scientific inquiry. Proponents of intelligent design assume a fixed plan or blueprint, which is compatible with Smith's understanding of God's timeless vision. By contrast, almost all biologists and many theologians today envisage a dynamic and open‐ended process rather than the realization of the unchanging forms in a preexisting plan. (shrink)

In this dissertation I argue that Murdoch’s philosophical-ethical project is best understood as an anti-Enlightenment genealogical narrative. I maintain that her work consistently displays four fundamental features that typify genealogical accounts: 1) liberation from a dominant philosophical picture; 2) restoration of a previous philosophical picture wrongly dismissed; 3) restoration of practices no longer intelligible on the dominant view; and 4) recovery of an alternative grammar at odds with the dominant philosophical discourse. The dominant philosophical picture Murdoch subverts is the eclipse (...) of consciousness wrought by both the Anglo-analytic and Continental-existentialist traditions. Whether effaced by totalizing linguistic structures or identified with an empty choosing will, Murdoch argues that the forces present within her philosophical context are fundamentally hostile to an adequate conception of consciousness. Her genealogical project attempts to reassert the primacy of consciousness within this antagonistic climate by restoring a Platonic, erotic conception of consciousness. Additionally, Murdoch insists that consciousness is the fundamental form of moral being and that moral transformation, including the practices for that transformation, cannot be understood without a thick conception of consciousness. Murdoch’s account, therefore, refocuses our attention on important practices or techniques of moral purification rendered unintelligible on the dominant view. Finally, Murdoch recovers the Platonic metaphor of the Good, including the conceptual array in which the Good receives its meaning, in an attempt to develop an alternative grammar fit for the task of picturing the complexities and nuances of our ethical situation. I conclude by commenting on both the promising and problematic aspects of Murdoch’s legacy. (shrink)

Turing wrote that the “guiding principle” of his investigation into the possibility of intelligent machinery was “The analogy [of machinery that might be made to show intelligent behavior] with the human brain.” [10] In his discussion of the investigations that Turing said were guided by this analogy, however, he employs a more far-reaching analogy: he eventually expands the analogy from the human brain out to “the human community as a whole.” Along the way, he takes note of an (...) obvious fact in the bigger scheme of things regarding human intelligence: grownups were once children; this leads him to imagine what a machine analogue of childhood might be. In this paper, I’ll discuss Turing’s child-machine, what he said about different ways of educating it, and what impact the “bringing up” of a child-machine has on its ability to behave in ways that might be taken for intelligent. I’ll also discuss how some of the various games he suggested humans might play with machines are related to this approach. (shrink)

In the Critique of the Power of Judgment, Kant diagnoses an antinomy of taste: either determinate concepts exhaust judgments of taste or they do not. That is to say, judgments of taste are either objective and public or subjective and private. On the objectivity thesis, aesthetic value is predicable of objects. But determining the concepts that would make a judgment of taste objective is a vexing matter. Who can say which concepts these would be? To what authority does one appeal? (...) On the subjectivity thesis, aesthetic value is not predicable of objects. But this threatens judgments of taste with a sort of relativism. Can we not firmly assert the aesthetic value of any object? Have we no authority to make criticisms of taste? Following John McDowell’s “Aesthetic Value, Objectivity and the Fabric of the World”, I will hold that aesthetic value is neither objective nor subjective, but rather intersubjective. But, contra McDowell, I will argue that the validity that intersubjective aesthetic value bestows on judgments of taste must assume an indeterminate absolute conception of reality, of the world as it is in itself. Only such a conceptual resource can in turn make intelligible the notion of a shared or common sense according to which a judgment of taste can be universally valid, that is, valid for all subjects. Finally, I will consider an objection to common sense in matters of taste. (shrink)

Издание содержит: познание в контексте культуры; эпистемология социально-гуманитарного знания; история философии: опыт познания культуры и др.

There can be no question but that Lachelier exercised great influence over French philosophy. Gabriel Séailles notes it as do others. Boutroux remarked "il fut un excitateur singulièrement puissant des intelligences," and Benrubi places him with Ravaisson in initiating the tradition of spiritualistic positivism in France. Bergson also recognized and acknowledged his debt to Lachelier, although the tradition which Lachelier helped to father was opposed to Bergsonianism in many important respects. The two traditions can, I suggest, be recognized as dialectical (...) opposites of one another. (shrink)

In the Metaphysics Aristotle explicitly identifies first philosophy, the science of "being qua being," with theology . But the treatise never explains how theology could also be a universal science of being. This dissertation will attempt to provide such an explanation. Its procedure will differ from past approaches by attempting to understand the programmatic remarks of VI.1 in the light of Aristotle's actual conception of god, his theology proper. ;Chapter two examines Aristotle's notion of god as a self-thinker. It argues (...) that the god of Metaphysics XII is not narcissistically engaged in self-contemplation. Rather, Aristotle's statements that god "thinks himself" are meant to express the fact that he is an essentially active mind and therefore a pure actuality. ;Chapter three examines what it means for something to be a pure actuality, and in particular, a purely actual mind. It argues, based on a comparison between god and the fullest actuality of human thought, that the content of the divine thinking is just the principles of "being qua being." ;Chapter four addresses directly Aristotle's conception of first philosophy. It argues that the conception of theology as a universal science of being is grounded in the application of two kinds of priority relations. Substance is the focal meaning ) of being, while god is the first of the series of three kinds of substance. ;In concluding, I first review Aristotle's conception of substance in Metaphysics VII. Following Frede , I contend that Aristotle understands sensible substance in its primary sense to be form. Accordingly, there are two grounds on which Aristotle may consistently and intelligently identify metaphysics with theology. As a pure form god is the first kind of substance. He is therefore the best example of a being, knowledge of which is necessary to understand being in general. As an essentially self-thinking, and therefore purely actual mind, god possesses the most universal knowledge. He is therefore the most appropriate object for a science of being qua being, for one comes to have knowledge of god by coming to know the principles of being qua being. (shrink)

Throughout his career, Schelling assigns knowledge of the absolute first principle of philosophy to intellectual intuition. Schelling's doctrine of intellectual intuition raises two important questions for interpreters. First, given that his doctrine undergoes several changes before and after his identity philosophy, to what extent can he be said to “hold onto” the same “sense” of it by the 1830s, as he claims? Second, given that his doctrine of intellectual intuition restricts absolute idealism to what he calls a “science of reason”, (...) which he says cannot prove the absolute’s existence, what other doctrine does he require in order to prove this? I will answer these questions by tracing the shifts in Schelling’s doctrine of intellectual intuition from the 1790s to the 1830s and drawing out its evolving methodological role within his science of intelligibility. (shrink)

This text unites the logical and philosophical aspects of set theory in a manner intelligible both to mathematicians without training in formal logic and to logicians without a mathematical background. It combines an elementary level of treatment with the highest possible degree of logical rigor and precision. Starting with an explanation of all the basic logical terms and related operations, the text progresses through a stage-by-stage elaboration that proves the fundamental theorems of finite sets. It focuses on the Bernays theory (...) of finite classes and finite sets, exploring the system's basis and development, including Stage I and Stage II theorems, the theory of finite ordinals, and the theory of finite classes and finite sets. This volume represents an excellent text for undergraduates studying intermediate or advanced logic as well as a fine reference for professional mathematicians. (shrink)

Amblyopia, or lazy eye, is a neurological vision disorder that studies have shown to affect two to five percent of the population. Current methods of treatment produce the best visual outcome, if the condition is identified early in the patient's life. Several early screening procedures are aimed at finding the condition while the patient is a child, including an automated vision screening system. This paper aims to use artificial intelligence techniques to automatically identify children who are at risk for developing (...) the amblyopic condition and should therefore be referred to a specialist, i.e., pediatric ophthalmologist. Three techniques, namely, decision tree learning, random forest, and artificial neural network, are studied in this paper in terms of their effectiveness, using metrics of sensitivity, specificity, and accuracy. The features used by the techniques are extracted from images of patient eyes and are based on the color information. The efficacy of pixel color data is investigated with respect to the measurement of the rate of change of the color in the iris and pupil, i.e., color slope features. A 10-fold stratified cross validation procedure is used to compare the effectiveness of the three AI techniques in this medical application domain. (shrink)

This chapter intervenes in recent debates in Kant scholarship about the possibility of a general logical alien. Such an alien is a thinker whose laws of thinking violate ours. She is third-personal as she is radically unlike us. Proponents of the constitutive reading of Kant’s conception of general logic accordingly suggest that Kant rules out the possibility of such an alien as unthinkable. I add to this an often-overlooked element in Kant’s thinking: there is reason to think that he grants—and (...) in fact presupposes—the possibility of a transcendental logical alien. Such an alien is a knower whose laws of experience purport to violate ours. She is first-personal as she is radically like us. In other words, she is us, insofar as we are alienated from ourselves and our experience. I go on to draw an analogy between her, a dogmatist, and another transcendental alien, an evil agent. Just as a dogmatist is alienated from her (our) experiential laws, an evil agent is alienated from her (our) moral law. These forms of theoretical and practical self-conceit require self-knowledge in the form of a critique of speculative or practical reason. In bringing this point out, I aim to shift from the question of whether logical laws constitute our thinking to the question of whether grasping our experiential and moral laws as our laws constitutes our reason. (shrink)

Microbiologists are transitioning from the study and characterization of individual strains or species to the profiling of whole microbiomes and microbial ecology. Equipped with high-throughput methods for studying the taxonomic and functional characteristics of diverse samples, they are just beginning to encounter the conceptual, theoretical, and experimental problems of comparing taxonomy to function, and extracting useful measures from such comparisons. Although still unresolved, these problems are well studied in macro-ecology and are reiterated here as an historical precautionary for microbial ecologists. (...) Beyond expected and unresolved terminological vagueness, we argue that assessments and comparisons of taxonomic and functional profiles in micro-ecology suffer from theoretically unresolvable arbitrariness and ambiguities. We divide these into problems of scale, individuation, and commensurability. We argue that there is no technically/theoretically “correct” scale, individuation, or comparison of taxonomy and function, but there are nonetheless better and worse methodologies for profiling. (shrink)

An influential tradition in moral philosophy attempts to explain an immoral action by reference to the defect in reasoning on the part of an immoral agent. On this view, the requirements of morality are not only sanctioned by the more general requirements of rationality, but the violations of the moral requirements would be indicative of a rational failure. In this article I argue that ascription of irrationality to amoral individuals (e.g., psychopaths) is either empirically false, or else, conceptually problematic. An (...) interpretation of irrationality in its instrumental sense fails to do justice to the results of the research concerning the intelligence of some amoralists, whereas the suggestion that the alleged cognitive deficiency lies at the level of final ends and ultimate values faces serious theoretical difficulties. All attempts to construe the notion of an external reason for action without reference to the agent's actual goals and values bespeak an objectivist's bias, rest on controversial assumptions, and tend to alienate the agent from the proposed set of reasons. The argument is partly based on the analysis of reasoning of Ted Bundy, a notorious serial murderer, who presents a rather sophisticated justification for his criminal behavior. (shrink)