Recent AI ethics has focused on applying abstract principles downward to practice. This paper moves in the other direction. Ethical insights are generated from the lived experiences of AI-designers working on tangible human problems, and then cycled upward to influence theoretical debates surrounding these questions: 1) Should AI as trustworthy be sought through explainability, or accurate performance? 2) Should AI be considered trustworthy at all, or is reliability a preferable aim? 3) Should AI ethics be oriented toward establishing protections for (...) users, or toward catalyzing innovation? Specific answers are less significant than the larger demonstration that AI ethics is currently unbalanced toward theoretical principles, and will benefit from increased exposure to grounded practices and dilemmas. (shrink)

Traversing the genres of philosophy and literature, this book elaborates Deleuze's notion of difference, conceives certain individuals as embodying difference, and applies these conceptions to their writings.

One objection to conventional AI ethics is that it slows innovation. This presentation responds by reconfiguring ethics as an innovation accelerator. The critical elements develop from a contrast between Stability AI’s Diffusion and OpenAI’s Dall-E. By analyzing the divergent values underlying their opposed strategies for development and deployment, five conceptions are identified as common to acceleration ethics. Uncertainty is understood as positive and encouraging, rather than discouraging. Innovation is conceived as intrinsically valuable, instead of worthwhile only as mediated by social (...) effects. AI problems are solved by more AI, not less. Permissions and restrictions governing AI emerge from a decentralized process, instead of a unified authority. The work of ethics is embedded in AI development and application, instead of functioning from outside. Together, these attitudes and practices remake ethics as provoking rather than restraining artificial intelligence. (shrink)

Decadence in philosophy is the reversal between thinking and truth: philosophical truths valued only insofar as they provoke more philosophical thought.

Digital nomadism is described geographically, technologically, and existentially.

Does AI conform to humans, or will we conform to AI? An ethical evaluation of AI-intensive companies will allow investors to knowledgeably participate in the decision. The evaluation is built from nine performance indicators that can be analyzed and scored to reflect a technology’s human-centering. When summed, the scores convert into objective investment guidance. The strategy of incorporating ethics into financial decisions will be recognizable to participants in environmental, social, and governance investing, however, this paper argues that conventional ESG frameworks (...) are inadequate for AI-intensive companies. To fully account for contemporary technology, the following categories of evaluation will be developed and featured as vital investing criteria: autonomy, dignity, privacy, performance. With these priorities established, the larger goal is a model for humanitarian investing in AI-intensive companies that is intellectually robust, manageable for analysts, useful for portfolio managers, and credible for investors. (shrink)

An Introduction to data ethics, focusing on questions of privacy and personal identity in the economic world as it is defined by big data technologies, artificial intelligence, and algorithmic capitalism. -/- Originally published in The Business Ethics Workshop, 3rd Edition, by Boston Acacdemic Publishing / FlatWorld Knowledge.

The reversal of the relationship between nouns and verbs.

An updated excerpt from the larger paper AI Human Impact. Excerpt explains why ESG investing requires Updating for the AI economy.

Compartmentalizing our distinct personal identities is increasingly difficult in big data reality. Pictures of the person we were on past vacations resurface in employers’ Google searches; LinkedIn which exhibits our income level is increasingly used as a dating web site. Whether on vacation, at work, or seeking romance, our digital selves stream together. One result is that a perennial ethical question about personal identity has spilled out of philosophy departments and into the real world. Ought we possess one, unified identity (...) that coherently integrates the various aspects of our lives, or, incarnate deeply distinct selves suited to different occasions and contexts? At bottom, are we one, or many? The question is not only palpable today, but also urgent because if a decision is not made by us, the forces of big data and surveillance capitalism will make it for us by compelling unity. Speaking in favor of the big data tendency, Facebook’s Mark Zuckerberg promotes the ethics of an integrated identity, a single version of selfhood maintained across diverse contexts and human relationships. This essay goes in the other direction by sketching two ethical frameworks arranged to defend our compartmentalized identities, which amounts to promoting the dis-integration of our selves. One framework connects with natural law, the other with language, and both aim to create a sense of selfhood that breaks away from its own past, and from the unifying powers of big data technology. (shrink)

In 1990, Gilles Deleuze publishedPostscript on the Societies of Control, an introduction to the potentially suffocating reality of the nascent control society. This thirty-year update details how Deleuze’s conception has developed from a broad speculative vision into specific economic mechanisms clustering around personal information, big data, predictive analytics, and marketing. The central claim is that today’s advancing control society coerces without prohibitions, and through incentives that are not grim but enjoyable, even euphoric because they compel individuals to obey their own (...) personal information. The article concludes by delineating two strategies for living that are as unexplored as control society itself because they are revealed and then enabled by the particular method of oppression that is control. (shrink)

According to Facebook’s Mark Zuckerberg, big data reality means, “The days of having a different image for your co-workers and for others are coming to an end, which is good because having multiple identities represents a lack of integrity.” Two sets of questions follow. One centers on technology and asks how big data mechanisms collapse our various selves (work-self, family-self, romantic-self) into one personality. The second question set shifts from technology to ethics by asking whether we want the kind of (...) integrity that Zuckerberg lauds, and that big data technology enables. The negative response is explored by sketching three ethical conceptions of selfhood that recommend personal identity be understood as dis-integrating. The success of the strategies partially depends upon an undermining use of big data platforms. (shrink)

Decadence in philosophy means evaluating truth claims exclusively in terms of provocation, in terms of how vigorously they generate subsequent thought. The best truth/book/essay/video doesn’t settle questions, but produces still more thought, writing, production. -/- Decadence privileges the history of thinking over the history of truth. Thought’s history runs from base servility (the best thinking eliminates the need for itself by culminating in universal truth, Platonism), to dialectical servility (the ceaseless interplay of interpretation as a verb, and as a noun, (...) Nietzscheanism), to decadence, where thought overthrows truth’s independent value and incorporates assertions into its own expression and acceleration. -/- Decadence is defined as truth serving thought, and practiced when the only reason we have truths is to generate more thinking. While the definition structures well historically, the claim in Decadence of the French Nietzsche is not that there are serial epochs – Platonism followed by Nietzscheanism followed by Decadence – but that an esoteric vein of decadence runs through philosophy’s history. (shrink)

Decadence in philosophy is defined in the relation between thinking and truth, and explored as a conflict between Richard Rorty and Gilles Deleuze.

Big data and predictive analytics applied to economic life is forcing individuals to choose between authenticity and freedom. The fact of the choice cuts philosophy away from the traditional understanding of the two values as entwined. This essay describes why the split is happening, how new conceptions of authenticity and freedom are rising, and the human experience of the dilemma between them. Also, this essay participates in recent philosophical intersections with Shoshana Zuboff’s work on surveillance capitalism, but the investigation connects (...) on the individual, ethical level as opposed to the more prevalent social and political interaction. (shrink)

Principles of fairness and solidarity in AI ethics regularly overlap, creating obscurity in practice: acting in accordance with one can appear indistinguishable from deciding according to the rules of the other. However, there exist irregular cases where the two concepts split, and so reveal their disparate meanings and uses. This paper explores two cases in AI medical ethics – one that is irregular and the other more conventional – to fully distinguish fairness and solidarity. Then the distinction is applied to (...) the frequently cited COMPAS versus ProPublica dispute in judicial ethics. The application provides a broader model for settling contemporary and topical debates about fairness and solidarity. It also implies a deeper and disorienting truth about AI ethics principles and their justification. (shrink)

The difference between Derrida and Deleuze has been debated in terms of their understandings and uses of the historical distinction between Being and beings. Daniel W. Smith intersects with the question when discussing transcendence and immanence. Clair Colebrook intersects when discussing materialism. Paul Patton intersects when distinguishing the unconditioned and conditioned. This essay moves along with their ideas, and contributes to the discussion by re-inscribing the debate in terms of nouns and verbs. The conclusion suggests that the noun/verb prism yields (...) a view of the question about Being and beings that fits most easily into Smith’s conception of the relation between Derrida and Deleuze. Thematically, the essay is framed by a line from Derrida’s eulogy for Deleuze, and by a question. The line is Derrida recollecting Deleuze commenting that, "It’s painful for me to see you spending so much time on the College International de Philosophie. I would rather you wrote..." The question addressed to the prolific Derrida and Deleuze is: “How much writing is enough?” Why do individuals with limited time who have already written numerous and thick volumes of philosophy choose to go ahead and write more? (shrink)

The relation between thinking and truth in philosophy is explored in terms of this question: which one serves the other? The essay argues that a conception of philosophy as truth serving thought can be perceived in the work of French Nietzschean philosophers.

Today’s ethics of privacy is largely dedicated to defending personal information from big data technologies. This essay goes in the other direction; it considers the struggle to be lost, and explores two strategies for living after privacy is gone. First, total exposure embraces privacy’s decline, and then contributes to the process with transparency. All personal information is shared without reservation. The resulting ethics is explored through a big data version of Robert Nozick’s Experience Machine thought experiment. Second, transient existence responds (...) to privacy’s loss by ceaselessly generating new personal identities, which translates into constantly producing temporarily unviolated private information. The ethics is explored through Gilles Deleuze’s metaphysics of difference applied in linguistic terms to the formation of the self. Comparing the exposure and transience alternatives leads to the conclusion that today’s big data reality splits the traditional ethical link between authenticity and freedom. Exposure provides authenticity, but negates human freedom. Transience provides freedom, but disdains authenticity. (shrink)

In this paper we provide a psychological explanation for ‘grounding observations’—observations that are thought to provide evidence that there exists a relation of ground. Our explanation does not appeal to the presence of any such relation. Instead, it appeals to certain evolved cognitive mechanisms, along with the traditional modal relations of supervenience, necessitation and entailment. We then consider what, if any, metaphysical conclusions we can draw from the obtaining of such an explanation, and, in particular, if it tells us anything (...) about whether we ought to posit a relation of ground. (shrink)

I argue that, although education should have positive effects on students’ epistemic character, it is often actually damaging, having bad effects. Rather than cultivating virtues of the mind, certain forms of education lead to the development of the vices of the mind - it is therefore epistemically corrupting. After sketching an account of that concept, I offer three illustrative case studies.

Many think that sentences about what metaphysically explains what are true iff there exist grounding relations. This suggests that sceptics about grounding should be error theorists about metaphysical explanation. We think there is a better option: a theory of metaphysical explanation which offers truth conditions for claims about what metaphysically explains what that are not couched in terms of grounding relations, but are instead couched in terms of, inter alia, psychological facts. We do not argue that our account is superior (...) to grounding-based accounts. Rather, we offer it to those already ill-disposed towards grounding. (shrink)

According to a venerable ideal, the core aim of philosophical practice is wisdom. The guiding concern of the ancient Greek, Indian, and Chinese traditions was the nature of the good life for human beings and the nature of reality. Central to these traditions is profound recognition of the subjection to adversities intrinsic to human life. I consider paradigmatic exemplars of wisdom, from ancient Western and Asian traditions, and the ways that experiences of adversity shaped their life. The suggestion is that (...) these exemplars, if any, will show how to live wisely in adversity. (shrink)

I reject both (a) inevitabilism about the historical development of the sciences and (b) what Ian Hacking calls the "put up or shut up" argument against those who make contingentist claims. Each position is guilty of a lack of humility about our epistemic capacities.

In the past few years there has been a turn towards evaluating the empirical foundation of epistemic contextualism using formal (rather than armchair) experimental methods. By-and-large, the results of these experiments have not supported the original motivation for epistemic contextualism. That is partly because experiments have only uncovered effects of changing context on knowledge ascriptions in limited experimental circumstances (when contrast is present, for example), and partly because existing experiments have not been designed to distinguish between contextualism and one of (...) its main competing theories, subject-sensitive invariantism. In this paper, we discuss how a particular, "third-person", experimental design is needed to provide evidence that would support contextualism over subject-sensitive invariantism. In spite of the theoretical significance of third-person knowledge ascriptions for debates surrounding contextualism, no formal experiments evaluating such ascriptions that assess contextualist claims have previously been conducted. In this paper, we conduct an experiment specifically designed to examine that central gap in contextualism’s empirical foundation. The results of our experiment provide crucial support for epistemic contextualism over subject-sensitive invariantism. (shrink)

Since subjection to harm is an intrinsic feature of our social and epistemic lives, there is a perpetual need for individual and collective agents with the virtue of epistemic courage. In this chapter, I survey some of the main issues germane to this virtue, such as the nature of courage and of harm, the range of epistemic activities that can manifest courage, and the status of epistemic courage as a collective and as a professional virtue.

In many diagrams one seems to perceive necessity – one sees not only that something is so, but that it must be so. That conflicts with a certain empiricism largely taken for granted in contemporary philosophy, which believes perception is not capable of such feats. The reason for this belief is often thought well-summarized in Hume's maxim: ‘there are no necessary connections between distinct existences’. It is also thought that even if there were such necessities, perception is too passive or (...) localized a faculty to register them. We defend the perception of necessity against such Humeanism, drawing on examples from mathematics. (shrink)

Many people report that reading first-person narratives of the experience of illness can be morally instructive or educative. But although they are ubiquitous and typically sincere, the precise nature of such educative experiences is puzzling—for those narratives typically lack the features that modern philosophers regard as constitutive of moral reason. I argue that such puzzlement should disappear, and the morally educative power of illness narratives explained, if one distinguishes two different styles of moral reason: an inferentialist style that generates the (...) puzzlement and an alternative exemplarist style that offers a compelling explanation of the morally educative power of pathographic literature. (shrink)

If people believe that some property is true of all members of a class such as sofas, then they should also believe that the same property is true of all members of a conjunctively defined subset of that class such as uncomfortable handmade sofas. A series of experiments demonstrated a failure to observe this constraint, leading to what is termed the inverse conjunction fallacy. Not only did people often express a belief in the more general statement but not in the (...) more specific, but also when they accepted both beliefs, they were inclined to give greater confidence to the more general. It is argued that this effect underlies a number of other demonstrations of fallacious reasoning, particularly in category-based induction. Alternative accounts of the phenomenon are evaluated, and it is concluded that the effect is best interpreted in terms of intensional reasoning [Tversky, A., & Kahneman, D.. Extensional versus intuitive reasoning: the conjunction fallacy in probability judgment. Psychological Review, 90, 293-315.]. (shrink)

We argue that if Stephen Yablo (2005) is right that philosophers of mathematics ought to endorse a fictionalist view of number-talk, then there is a compelling reason for deflationists about truth to endorse a fictionalist view of truth-talk. More specifically, our claim will be that, for deflationists about truth, Yablo’s argument for mathematical fictionalism can be employed and mounted as an argument for truth-theoretic fictionalism.

The paper begins by acknowledging that weakened systematic precision in phenomenology has made its application in philosophy of science obscure and ineffective. The defining aspirations of early transcendental phenomenology are, however, believed to be important ones. A path is therefore explored that attempts to show how certain recent developments in the logic of self-reference fulfill in a clear and more rigorous fashion in the context of philosophy of science certain of the early hopes of phenomenologists. The resulting dual approach is (...) applied to several problems in the philosophy of science: on the one hand, to proposed rejections of scientific objectivity, to the doctrine of radical meaning variance, and to the Quine-Duhem thesis, and or. the other, to an analysis of hidden variable theory in quantum mechanics. (shrink)

If a person requires an organ or tissue donation to survive, many philosophers argue that whatever moral responsibility a biological relative may have to donate to the person in need will be grounded at least partially, if not entirely, in biological relations the potential donor bears to the recipient. We contend that such views ignore the role that a potential donor's unique ability to help the person in need plays in underwriting such judgments. If, for example, a sperm donor is (...) judged to have a significant moral responsibility to donate tissue to a child conceived with his sperm, we think this will not be due to the fact that the donor stands in a close biological relationship to the recipient. Rather, we think such judgments will largely be grounded in the presumed unique ability of the sperm donor to help the child due to the compatibility of his tissues and organs with those of the recipient. In this paper, we report the results of two studies designed to investigate the comparative roles that biological relatedness and unique ability play in generating judgments of moral responsibility in tissue donation cases. We found that biologically related individuals are deemed to have a significant moral responsibility to donate tissue only when they are one of a small number of people who have the capacity to help. (shrink)

In the field of machine consciousness, it has been argued that in order to build human-like conscious machines, we must first have a computational model of qualia. To this end, some have proposed a framework that supports qualia in machines by implementing a model with three computational areas (i.e., the subconceptual, conceptual, and linguistic areas). These abstract mechanisms purportedly enable the assessment of artificial qualia. However, several critics of the machine consciousness project dispute this possibility. For instance, Searle, in his (...) Chinese room objection, argues that however sophisticated a computational system is, it can never exhibit intentionality; thus, would also fail to exhibit consciousness or any of its varieties. This paper argues that the proposed architecture mentioned above answers the problem posed by Searle, at least in part. Specifically, it argues that we could reformulate Searle’s worries in the Chinese room in terms of the three-stage artificial qualia model. And by doing so, we could see that the person doing all the translations in the room could realize the three areas in the proposed framework. Consequently, this demonstrates the actualization of self-consciousness in machines. (shrink)

A short paper presented before the Fellows of the Center for the Study of Democratic Institutions during the academic year 1969-70, with an Introductory Note written nearly 50 years later. The paper describes the author's enduring personal philosophical precept; it is also an implicit encomium to individuals whose psychology establishes a dependable bridge between their rational convictions and their conduct.

I propose that Confucianism incorporates a latent commitment to the closely related epistemic virtues of curiosity and inquisitiveness. Confucian praise of certain people, practices, and dispositions is only fully intelligible if these are seen as exercises and expressions of epistemic virtues, of which curiosity and inquisitiveness are the obvious candidates. My strategy is to take two core components of Confucian ethical and educational practice and argue that each presupposes a specific virtue. To have and to express a ‘love of learning’ (...) requires the virtue of curiosity, while the normative practice of good questioning requires exercise of the virtue of inquisitiveness. Taken together, people engaging in the foundational Confucian project of moral self-cultivation must desire and acquire a range of epistemic goods, a set of dispositions that manifest in the virtues of curiosity and inquisitiveness, possession of which is admirable and excellent. Such, at least, is the claim defend in this chapter, which is an exercise in cross-cultural virtue epistemology. (shrink)

The collaboration of Language and Computing nv (L&C) and the Institute for Formal Ontology and Medical Information Science (IFOMIS) is guided by the hypothesis that quality constraints on ontologies for software ap-plication purposes closely parallel the constraints salient to the design of sound philosophical theories. The extent of this parallel has been poorly appreciated in the informatics community, and it turns out that importing the benefits of phi-losophical insight and methodology into application domains yields a variety of improvements. L&C’s LinKBase® (...) is one of the world’s largest medical domain ontologies. Its current primary use pertains to natural language processing ap-plications, but it also supports intelligent navigation through a range of struc-tured medical and bioinformatics information resources, such as SNOMED-CT, Swiss-Prot, and the Gene Ontology (GO). In this report we discuss how and why philosophical methods improve both the internal coherence of LinKBase®, and its capacity to serve as a translation hub, improving the interoperability of the ontologies through which it navigates. (shrink)

This article examines who or what should be the target of feminist criticism. Throughout the discussion, the concept of memes is applied in analyzing systems such as patriarchy and feminism itself. Adapting Dawkins' theory on genes, this research puts forward the possibility that patriarchies and feminisms are memeplexes competing for the limited energy and memory space of humanity.

In this essay, I look at more or less sympathetic portrayals of egoists in film. I start by explaining some basic concepts: psychological egoism; ethical egoism; default egoism; rational egoism; egotism; cynicism; narcissism; and psychopathy. I then review in-depth two excellent WWII films, Stalag 17 and The Bridge on the River Kwai. I note that the key protagonist in both pictures is the same type of character—both played by the same fine actor, William Holden. The main protagonist in both is (...) a soldier in a POW camp, who appears completely egoistic; however, in both cases, the movie shows that he is just a man acting for self-preservation, but within moral limits. The character in both cases is certainly not an egotist, nor a narcissist, much less a psychopath. (shrink)

According to Richard Gelwick, one of the fundamental implications of Polanyi’s epistemology is that all intellectual disciplines are inherently heuristic. This article draws out the implications of a heuristic vision of theology latent in Polanyi’s thought by placing contemporary theologian David Brown’s dynamic understanding of tradition, imagination, and revelation in the context of a Polanyian-inspired vision of reality. Consequently, such a theology will follow the example of science, reimagining its task as one of discovery rather than mere reflection on a (...) timeless body of divine revelation. The ongoing development of a theological tradition thus involves the attempt to bring one’s understanding of the question of God to bear on the whole of the human experience. The pursuit of theology as a heuristic endeavor is a bold attempt to construct an integrated vision of nothing less than the entirety of all that is, without absolutizing one’s vision, and without giving up on the question of truth. (shrink)

The use of protocol analysis in the traning of cognitive skills.

In this essay, I explore a documentary about the curious case of Charlie and his Orchestra. While swing music was outlawed in Nazi Germany as “degenerate,” the Nazi regime created a radio program called “Charlie and his Orchestra” for foreign consumption. The propaganda lay in the changes to the original lyrics of the songs played, making them convey the anti-Semitic and other themes of the Nazi ideology. The review discusses just how good the musicians were, and how popular the program (...) was. (shrink)

The elimination of ambiguity and redundancy are unquestioned goals in the exact sciences, and yet, as this paper shows, there are inescapable lower bounds that constrain our wish to eliminate them. The author discusses contributions by Richard Hamming (inventor of the Hamming code) and Satosi Watanabe (originator of the Theorems of the Ugly Duckling). Utilizing certain of their results, the author leads readers to recognize the unavoidable, central roles in effective communication, of redundancy, and of ambiguity of meaning, reference, and (...) identification. (shrink)

In this essay, I look at two films as possible exemplars of the Nietzschean view of egoism. Compulsion is based on the infamous 1924 Leopold and Loeb murder case. In the movie, two arrogant young men—one of whom admires Nietzsche and preaches the (apparently Nietzschean) view that the strong and superior don’t need to follow conventional morality—kill a boy to prove they can outsmart the unter-menschen police. For a different take on what Nietzsche may have had in mind as “the (...) Overman,” I also look at the film The Moon and Sixpence. Here the protagonist isn’t violent or aggressive, but a completely self-absorbed artist, who paints with genius but uses others without feeling any gratitude or friendship, let alone love. (shrink)

In this essay, I use four war movies to explore conflicts of loyalty and how they are resolved, all to illustrate W.D. Ross’ multiple rule deontologism. The films are all fine WWII movies: The Enemy Below; Decision Before Dawn; John Rabe; and The Bridge on the River Kwai. In my analysis of each, I show how the protagonists face conflicts of their loyalty to themselves, their countrymen, their friends, and humanity in general, and resolve them in the face of changing (...) factual backgrounds. (shrink)