Judgments concerning animals have arisen across a variety of established practice areas. There is, however, no publicly available repository of judgments concerning the emerging practice area of animal protection law. This has hindered the identification of individual animal protection law judgments and comprehension of the scale of animal protection law made by courts. Thus, we detail the creation of an initial animal protection law repository using natural language processing and machine learning techniques. This involved domain expert classification of 500 judgments (...) according to whether or not they were concerned with animal protection law. 400 of these judgments were used to train various models, each of which was used to predict the classification of the remaining 100 judgments. The predictions of each model were superior to a baseline measure intended to mimic current searching practice, with the best performing model being a support vector machine (SVM) approach that classified judgments according to term frequency—inverse document frequency (TF-IDF) values. Investigation of this model consisted of considering its most influential features and conducting an error analysis of all incorrectly predicted judgments. This showed the features indicative of animal protection law judgments to include terms such as ‘welfare’, ‘hunt’ and ‘cull’, and that incorrectly predicted judgments were often deemed marginal decisions by the domain expert. The TF-IDF SVM was then used to classify non-labelled judgments, resulting in an initial animal protection law repository. Inspection of this repository suggested that there were 175 animal protection judgments between January 2000 and December 2020 from the Privy Council, House of Lords, Supreme Court and upper England and Wales courts. (shrink)

In Winning Votes by Abusing Reason, Jamie Carlin Watson combines research from epistemology, political philosophy, psychology, and economics in constructing a sophisticated argument that challenges unspoken commitments held by those engaged in politics. Watson’s main focus is what he calls the ‘problem of political rhetoric’. He asks whether we can ever really learn anything from the testimony of politicians. He is not optimistic. Watson argues that political rhetoric is damaging to our reasoning faculties. He sees no solution (...) to this problem, and recommends that we focus on individual or local efforts to improve our reasoning. I outline the structure of Watson’s argument before noting two potential ways we might resist his conclusion. (shrink)

Since the 1970s Gary Watson has published a series of brilliant and highly influential essays on human action, examining such questions as: in what ways are we free and not free, rational and irrational, responsible or not for what we do? Moral philosophers and philosophers of action will welcome this collection, representing one of the most important bodies of work in the field.

We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation for a given algorithmic prediction. Through an iterative procedure of questions and answers, the players establish a three-dimensional Pareto frontier that describes the optimal trade-offs between explanatory accuracy, simplicity, and relevance. Multiple rounds are played at different levels of abstraction, allowing the players to explore overlapping causal (...) patterns of variable granularity and scope. We characterise the conditions under which such a game is almost surely guaranteed to converge on a optimal explanation surface in polynomial time, and highlight obstacles that will tend to prevent the players from advancing beyond certain explanatory thresholds. The game serves a descriptive and a normative function, establishing a conceptual space in which to analyse and compare existing proposals, as well as design new and improved solutions. (shrink)

Artificial intelligence has historically been conceptualized in anthropomorphic terms. Some algorithms deploy biomimetic designs in a deliberate attempt to effect a sort of digital isomorphism of the human brain. Others leverage more general learning strategies that happen to coincide with popular theories of cognitive science and social epistemology. In this paper, I challenge the anthropomorphic credentials of the neural network algorithm, whose similarities to human cognition I argue are vastly overstated and narrowly construed. I submit that three alternative supervised learning (...) methods—namely lasso penalties, bagging, and boosting—offer subtler, more interesting analogies to human reasoning as both an individual and a social phenomenon. Despite the temptation to fall back on anthropomorphic tropes when discussing AI, however, I conclude that such rhetoric is at best misleading and at worst downright dangerous. The impulse to humanize algorithms is an obstacle to properly conceptualizing the ethical challenges posed by emerging technologies. (shrink)

The first part of the essay explores the relations between the will and practical reason or judgement. The second part takes up decision in the realm of belief, i.e. deciding that such and such is so. This phenomenon raises two questions. Since we decide that as well as to, should we speak of a doxastic will? Secondly, should we regard ourselves as active in the formation of our judgements as in the formation of our intentions? The author's answer to these (...) two further questions is ‘no’ and ‘yes’, respectively: the boundaries between the active and the passive are not marked by the will. (shrink)

The Architectonics of Meaning is a lucid demonstration of the purposes, methods, and implications of philosophical semantics that both supports and builds on Richard McKeon's and other noted pluralists' convictions that multiple philosophical approaches are viable. Watson ingeniously explores ways to systematize these approaches, and the result is a well-structured instrument for understanding texts. This book exemplifies both general and particular aspects of systematic pluralism, reorienting our understanding of the realms of knowing, doing, and making.

Compiled by disciples of Confucius in the centuries following his death in 479 B.C.E., _The Analects of Confucius_ is a collection of aphorisms and historical anecdotes embodying the basic values of the Confucian tradition: learning, morality, ritual decorum, and filial piety. Reflecting the model eras of Chinese antiquity, the Analects offers valuable insights into successful governance and the ideal organization of society. Filled with humor and sarcasm, it reads like a casual conversation between teacher and student, emphasizing the role of (...) the individual in the attainment of knowledge and the value of using historical events and people to illuminate moral and political concepts. Confucius's teachings focus on cultural and peaceful pursuits and the characteristics of benevolent and culturally distinguished government. He also discusses ancestor worship and other rites performed for the spirits of the dead. The single most influential philosophical work in all of Chinese history, _The Analects of Confucius_ has shaped the thought and customs of China and neighboring countries for centuries. Burton Watson's concise translation uses the pinyin romanization system and keeps explanatory notes to a minimum, yet his intimate knowledge of the Confucian tradition and precise attention to linguistic detail capture the original text's elegance, cogency, and wit. (shrink)

Postcolonial science studies entails ostensibly contradictory critical and empirical commitments. Science studies scholars influenced by Bruno Latour and Isabelle Stengers embrace forms of realist, radical empiricism, while postcolonial studies scholars influenced by Jacques Derrida trace the limits of the knowable. This essay takes their common use of the term cosmopolitics as an unexpected point of departure for reconciling Derrida’s program with Stengers’s and Latour’s. I read Derrida’s critique of hospitality and Stengers’s and Latour’s ontological politics as necessary complements for conceiving (...) a care-oriented subalternist cosmopolitics, a process of composing common worlds that remains attentive to the limits of representation. (shrink)

The reference of the postmodern task of thinking is Auschwitz, the abyss and discontinuity separating us from the world of our ancestors. As inhabitants of Planet Auschwitz our point of reference lacks all transcendental warrants; it is not a non-referable reference which constitutes the abyss we must enter, endure, and in which our intellectual and cultural tradition must be transformed. The private/public transformations which constitute the texts of this book attempt to depart from the dystopic individuality and public life resulting (...) from business-as-usual after Auschwitz. The three parts of the book are progressive reworkings of traditional metaphysics as adapted and modified by a modernism that refuses to grapple with its complicity. It is precisely that complicity which postmodern thinking takes up in its attempt to signify otherwise than the easy modernist translations and images of tradition. Thus it is a series of uneasy images imaging otherwise but never apart from modernity that take us away from complicity toward a transformed tradition. The uneasy images of this book are photogrammic combinations of photographs and texts, mutual supplements, pulling tradition through the Event against the persistent and murderous forces of contemporary idolatry and repression. (shrink)

Seeking beauty in education -- The meanings of beauty: a brief history -- Beauty as educational experience -- Beauty, education and the good society -- Beauty and creativity: examples from an arts curriculum -- Beauty in science and maths education -- Awakening beauty in education.

Only by inhabiting Dao (the Way of Nature) and dwelling in its unity can humankind achieve true happiness and freedom, in both life and death. This is Daoist philosophy's central tenet, espoused by the person--or group of people--known as Zhuangzi (369?-286? BCE) in a text by the same name. To be free, individuals must discard rigid distinctions between right and wrong, and follow a course of action not motivated by gain or striving. When one ceases to judge events as good (...) or bad, man-made suffering disappears, and natural suffering is embraced as part of life. Zhuangzi elucidates this mystical philosophy through humor, parable, and anecdote, using non sequitur and even nonsense to illuminate truths beyond the boundaries of ordinary logic. Boldly imaginative and inventively written, the _Zhuangzi_ floats free of its historical period and society, addressing the spiritual nourishment of all people across time. One of the most justly celebrated texts of the Chinese tradition, the _Zhuangzi_ is read by thousands of English-language scholars each year, yet, until now, only in the Wade-Giles romanization. Burton Watson's conversion to pinyin in this book brings the text in line with how Chinese scholars, and an increasing number of other scholars, read it. (shrink)

This article provides an overview of the key philosophical themes and debates in discussions of pornography. In particular, I consider the major positions on how pornography ought to be defined, when (and if ) it should be regulated, whether it is best understood as speech (or action), whether there is evidence that is it harmful. I argue in favor of what is known as the civil rights approach to pornography, as reflected in the work of Catharine MacKinnon.

Xunzi asserted that the original nature of man is evil, differing on this point from Mencius, his famous predecessor in the Confucian school. In the most complete, well-ordered philosophical system of his day, Xunzi advocated the counteraction of man's evil through self-improvement, the pursuit of learning, the avoidance of obsession, and observance of ritual in life. Readers familiar with Xunzi's work will find that Burton Watson's lucid translation breathes new life into this classic. Those new to Xunzi will find (...) his ideas on government, language, and order and safety in society surprisingly close to concerns of our own age. (shrink)

Compiled by disciples of Confucius in the centuries following his death in 479 B.C.E., _The Analects of Confucius_ is a collection of aphorisms and historical anecdotes embodying the basic values of the Confucian tradition: learning, morality, ritual decorum, and filial piety. Reflecting the model eras of Chinese antiquity, the Analects offers valuable insights into successful governance and the ideal organization of society. Filled with humor and sarcasm, it reads like a casual conversation between teacher and student, emphasizing the role of (...) the individual in the attainment of knowledge and the value of using historical events and people to illuminate moral and political concepts. Confucius's teachings focus on cultural and peaceful pursuits and the characteristics of benevolent and culturally distinguished government. He also discusses ancestor worship and other rites performed for the spirits of the dead. The single most influential philosophical work in all of Chinese history, _The Analects of Confucius_ has shaped the thought and customs of China and neighboring countries for centuries. Burton Watson's concise translation uses the pinyin romanization system and keeps explanatory notes to a minimum, yet his intimate knowledge of the Confucian tradition and precise attention to linguistic detail capture the original text's elegance, cogency, and wit. (shrink)

This chapter will be devoted to the itinerary of classical German thought, and especially Hegel, in Merleau-Ponty’s thought. I begin by examining Merleau-Ponty’s initial use of Hegel’s systematic and metaphysicalmetaphysics ideas in phenomenological analyses of behavior and perception. Next, I examine Merleau-Ponty’s role in controversies regarding the existentialists’ interpretation and objections to Hegel’s system. I trace his attempts to surmount antinomiesantinomy between subjectivitysubjectivity and system that emerged in the existentialist’s anthropological reading of Hegel. Here Merleau-Ponty focused on linguistics and more (...) general analyses of institution and expression. Finally, I will view the renewed role that classical German philosophy, including Schelling and Hegel, played in his final works. Still reflecting these interests, his writings and lectures engaged in a wide-ranging dialogue with contemporary aesthetics, sciencescience, and philosophy, culminating in an attempt to formulate a new ontologyontology. (shrink)

Does metacognition--the capacity to self-evaluate one's cognitive performance--derive from a mindreading capacity, or does it rely on informational processes? Joëlle Proust draws on psychology and neuroscience to defend the second claim. She argues that metacognition need not involve metarepresentations, and is essentially related to mental agency.

The distinction between explanation and understanding was foundational to Jaspers’ ‘phenomenological’ approach to psychiatry. It makes sense that those now calling for a phenomenological approach to psychiatry would look to Jaspers for inspiration, and that in doing so, they would take up this distinction. However, I argue that it is and was a mistake to use the distinction in work on psychiatry: adhering to the distinction now would undermine, rather than support, the goals of those advocating a phenomenological approach to (...) psychiatry; furthermore, if the distinction had been adhered to, then contemporary psychiatry and its patients would be worse off. (shrink)

The mid-fourth-century c.e.Cento Vergilianus de laudibus Christi retells the biblical story using cento technique (recombining excerpted lines and partial lines from Virgil into a new poem). Its author, the Christian poet Faltonia Betitia Proba, states that her aim in writing the Cento is to demonstrate that Virgil ‘sang the pious deeds of Christ’ (Vergilium cecinisse … pia munera Christi). Her compositional strategy reflects the exegetical method of typology, as explored in detail by Cullhed: by reusing particular Virgilian verses for biblical (...) characters, Proba creates an implicit typological relationship whereby a Virgilian type both prefigures and is fulfilled by a biblical antitype. This paper first presents an extended model of typology, whereby the type not only prefigures the antitype but also enfigures it, providing the reader with a novel conceptual paradigm through which to understand a particular supernatural reality. The paper then turns to a case study: the baptism scene (380–414), the only passage in the Cento depicting all three members of the Trinity. For each, Proba reuses passages which in the Aeneid describe female characters, hinting at a feminine typological Trinity, one which highlights often-overlooked aspects of the three Christian antitypes. In so doing, she convincingly advances her thesis that Virgil's poetic works reflect typological correspondences to the Christian narrative in a similar way to Old Testament prophecy. (shrink)

There are many cases in which, by making some great sacrifice, you could bring about either a good outcome or a very good outcome. In some of these cases, it seems wrong for you to bring about the good outcome, since you could bring about the very good outcome with no additional sacrifice. It also seems permissible for you not to make the sacrifice, and bring about neither outcome. But together, these claims seem to imply that you ought to bring (...) about neither outcome rather than the good outcome. And that seems very counterintuitive. In this paper, I develop this problem, propose a solution, and then draw out some implications both for how we should understand supererogation and for how we should approach charitable giving. (shrink)

Harmonic Grammar (HG) and Optimality Theory (OT) are closely related formal frameworks for the study of language. In both, the structure of a given language is determined by the relative strengths of a set of constraints. They differ in how these strengths are represented: as numerical weights (HG) or as ranks (OT). Weighted constraints have advantages for the construction of accounts of language learning and other cognitive processes, partly because they allow for the adaptation of connectionist and statistical models. HG (...) has been little studied in generative linguistics, however, largely due to influential claims that weighted constraints make incorrect predictions about the typology of natural languages, predictions that are not shared by the more popular OT. This paper makes the case that HG is in fact a promising framework for typological research, and reviews and extends the existing arguments for weighted over ranked constraints. (shrink)

The Fairness, Accountability, and Transparency (FAccT) literature tends to focus on bias as a problem that requires ex post solutions (e.g. fairness metrics), rather than addressing the underlying social and technical conditions that (re)produce it. In this article, we propose a complementary strategy that uses genealogy as a constructive, epistemic critique to explain algorithmic bias in terms of the conditions that enable it. We focus on XAI feature attributions (Shapley values) and counterfactual approaches as potential tools to gauge these conditions (...) and offer two main contributions. One is constructive: we develop a theoretical framework to classify these approaches according to their relevance for bias as evidence of social disparities. We draw on Pearl’s ladder of causation (Causality: models, reasoning, and inference. Cambridge University Press, Cambridge, 2000, Causality, 2nd edn. Cambridge University Press, Cambridge, 2009. doi:10.1017/CBO9780511803161) to order these XAI approaches concerning their ability to answer fairness-relevant questions and identify fairness-relevant solutions. The other contribution is critical: we evaluate these approaches in terms of their assumptions about the role of protected characteristics in discriminatory outcomes. We achieve this by building on Kohler-Hausmann’s (Northwest Univ Law Rev 113(5):1163–1227, 2019) constructivist theory of discrimination. We derive three recommendations for XAI practitioners to develop and AI policymakers to regulate tools that address algorithmic bias in its conditions and hence mitigate its future occurrence. (shrink)

I argue that normative formal epistemology (NFE) is best understood as modelling, in the sense that this is the reconstruction of its methodology on which NFE is doing best. I focus on Bayesianism and show that it has the characteristics of modelling. But modelling is a scientific enterprise, while NFE is normative. I thus develop an account of normative models on which they are idealised representations put to normative purposes. Normative assumptions, such as the transitivity of comparative credence, are characterised (...) as modelling idealisations motivated normatively. I then survey the landscape of methodological options: what might formal epistemologists be up to? I argue the choice is essentially binary: modelling or theorising. If NFE is theorising it is doing very poorly: generating false claims with no clear methodology for separating out what is to be taken seriously. Modelling, by contrast, is a successful methodology precisely suited to the management of useful falsehoods. Regarding NFE as modelling is not costless, however. First, our normative inferences are less direct and are muddied by the presence of descriptive idealisations. Second, our models are purpose-specific and limited in their scope. I close with suggestions for how to adapt our practice. (shrink)

ABSTRACT Shagrir and Sprevak explore the apparent necessity of representation for the individuation of digits in computational systems.1 1 I will first offer a response to Sprevak’s argument that does not mention Shagrir’s original formulation, which was more complex. I then extend my initial response to cover Shagrir’s argument, thus demonstrating that it is possible to individuate digits in non-representational computing mechanisms. I also consider the implications that the non-representational individuation of digits would have for the broader theory of computing (...) mechanisms. 1 The Received View: No Computation without Representation 2 Computing Mechanisms and Functional Individuation 3 Against Computational Externalism 4 Implications for the Mechanistic Account. (shrink)

A longstanding criticism of Lenin is that his epistemological contributions to the theory of scientific socialism prompted the decline of Marxism in dogmatism and despotism in the twentieth century. According to this narrative, Lenin claimed to possess the objective truth, and he therefore refused to tolerate alternative perspectives. This article subjects these claims to a textual analysis, and it argues that they are erroneous. Lenin defends a fallibilist account of science that affirms the uncertainty of knowledge in the natural, philosophical (...) and social sciences. This fallibilism pervades the text that supposedly showcases his intolerance, Materialism and Empirio-Criticism. Lenin’s scientific socialism opposes rigid conceptions of socialism, and it encourages an atmosphere of democratic debate. Whilst Lenin’s writings have their flaws, they are not the founding documents of Marxist dogmatism that they are often portrayed as being. Lenin is not the narrow-minded vulgariser of Marxism that he is routinely taken to be. (shrink)

This collection assembles Church's referee reports, Fitch's 1963 paper, and nineteen new papers on the knowability paradox.

Among those living systems, which are cognizers? Among the behaviours of, and causes of behaviour in, living systems, which are cognitive? Such questions sit at the heart of a sophisticated, ongoing debate, of which the recent papers by Corcoran et al. ( 2020 ) and Sims and Kiverstein ( 2021 ) serve as excellent examples. I argue that despite their virtues, both papers suffer from flawed conceptions of the point of the debate. This leaves their proposals ill-motivated—good answers to the (...) wrong question. Additionally, their proposals are unfit to serve the legitimate roles for characterizations of cognition. (shrink)

In recent philosophy of science there has been much discussion of both pluralism, which embraces scientific terms with multiple meanings, and eliminativism, which rejects such terms. Some recent work focuses on the conditions that legitimize pluralism over eliminativism – the conditions under which such terms are acceptable. Often, this is understood as a matter of encouraging effective communication – the danger of these terms is thought to be equivocation, while the advantage is thought to be the fulfilment of ‘bridging roles’ (...) that facilitate communication between different scientists and specialisms. These theories are geared towards regulating communication between scientists qua scientists. However, this overlooks an important class of harmful equivocation that involves miscommunication between scientists and nonscientists, such as the public or policymakers. To make my case, I use the example of theory of mind, also known as ‘mindreading’ and ‘mentalizing’, and broadly defined as the capacity to attribute mental states to oneself and others. I begin by showing that ‘theory of mind’ has multiple meanings, before showing that this has resulted in harmful equivocations of a sort and in a way not accounted for by previous theories of pluralism and eliminativism. (shrink)

Is there any number of people you should save from paralysis rather than saving one person from death? Is there any number of people you should save from a headache rather than saving one person from death? Many people answer ‘yes’ and ‘no’, respectively. They therefore accept a partially aggregative moral view. Patrick Tomlin has recently argued that the most promising partially aggregative views in the literature have implausible implications in certain cases in which there are additions or subtractions to (...) the groups of people that we can save. Several philosophers have begun responding to this argument by developing partially aggregative views that avoid the relevant implications. In this paper, I extend Tomlin’s argument to create a dilemma that no partially aggregative view can avoid. I conclude that we should accept a fully aggregative moral view. (shrink)

This article poses the question of what it is that Nietzsche values, arguing that we need a generic answer that makes sense of Nietzsche's admiration for both exceptional individuals and types of culture: what Nietzsche values are certain kinds of syntheses of the will to power, holding at diverse levels. These are syntheses endowed with a distinctive, "aristocratic" structure with a pathos of distance maintaining a separation between ruling and subjugated elements. But Nietzsche's valuing is also oriented by extrinsic criteria (...) such as "agonistic" relations, subjugation of other syntheses, and the "exceptional" status of individuals; the determining of value must combine intrinsic and extrinsic factors. Conflict occurs within Nietzsche's values because the conditions that produce the most exceptional individuals are at odds with the conditions needed for flourishing cultures. I contend that the tenor of Nietzsche's late thinking suggests a way of resolving this tension through a willingness to give up on the exceptional status of individuals in favor of the advancement of flourishing cultures. (shrink)

The aim of this paper is to begin developing a version of Gualtiero Piccinini’s mechanistic account of computation that does not need to appeal to any notion of proper functions. The motivation for doing so is a general concern about the role played by proper functions in Piccinini’s account, which will be evaluated in the first part of the paper. I will then propose a potential alternative approach, where computing mechanisms are understood in terms of Carl Craver’s perspectival account of (...) mechanistic functions. According to this approach, the mechanistic function of ‘performing a computation’ can only be attributed relative to an explanatory perspective, but such attributions are nonetheless constrained by the underlying physical structure of the system in question, thus avoiding unlimited pancomputationalism. If successful, this approach would carry with it fewer controversial assumptions than Piccinini’s original account, which requires a robust understanding of proper functions. Insofar as there are outstanding concerns about the status of proper functions, this approach would therefore be more generally acceptable. (shrink)

The indispensability argument is a method for showing that abstract mathematical objects exist. Various versions of this argument have been proposed. Lately, commentators seem to have agreed that a holistic indispensability argument will not work, and that an explanatory indispensability argument is the best candidate. In this paper I argue that the dominant reasons for rejecting the holistic indispensability argument are mistaken. This is largely due to an overestimation of the consequences that follow from evidential holism. Nevertheless, the holistic indispensability (...) argument should be rejected, but for a different reason —in order that an indispensability argument relying on holism can work, it must invoke an unmotivated version of evidential holism. Such an argument will be unsound. Correcting the argument with a proper construal of evidential holism means that it can no longer deliver mathematical Platonism as a conclusion: such an argument for Platonism will be invalid. I then show how the reasons for rejecting the holistic indispensability argument importantly constrain what kind of account of explanation will be permissible in explanatory versions. (shrink)