This project has been supported by the Australian Government through the Australian Research Council (project number CS170100008); the Department of Industry, Innovation and Science; and the Department of Prime Minister and Cabinet. ACOLA collaborates with the Australian Academy of Health and Medical Sciences and the New Zealand Royal Society Te Apārangi to deliver the interdisciplinary Horizon Scanning reports to government. The aims of the project which produced this report are: 1. Examine the transformative role that artificial intelligence may play in (...) different sectors of the economy, including the opportunities, risks and challenges that advancement presents. 2. Examine the ethical, legal and social considerations and frameworks required to enable and support broad development and uptake of artificial intelligence. 3. Assess the future education, skills and infrastructure requirements to manage workforce transition and support thriving and internationally competitive artificial intelligence industries. (shrink)

The idea that some biological characteristics are innate, while controversial, is widespread in many academic disciplines. Neither philosophy nor science has outgrown the need to talk about traits, which, for a variety of reasons, appear to be inherent in biological populations. Philosophical claims of this nature are to be found in theories of moral sense, rational capacities, the way in which perception structures experience and so on. Scientific claims about innate traits are to be found in the study of animal (...) behaviour and most famously in the relatively recent rise of nativism in cognitive science. In this tradition, Noam Chomsky and his heirs argue that much of our capacity to decipher verbal information is innate. David Marr defends a similar position with respect to the interpretation of visual information. (shrink)

There are, broadly speaking, two ways to think about rationality, as defined in the following passage: ‘Reason’ for a long time meant the activity of understanding and assimilating the eternal ideas which were to function as goals for men. Today, on the contrary, it is not only the business but the essential work of reason to find means for the goals one adopts at any given time. To use what Horkheimer called objective reason, and what others have called expressive or (...) non–instrumental reason, is to reflect on one's goals, to attempt to determine what preferences one ought to hold. On the other hand, to use what Horkheimer called subjective reason is to ‘be concerned with means and ends, with the adequacy of procedures for purposes more or less taken for granted’, that is, to be instrumentally rational. This contrast between non-instrumental and instrumental reason is at the heart of many contemporary social and philosophical disputes. 1. (shrink)

The increase in incarceration of offenders in the United States over the last 40 years has created a system of mass incarceration or mass punishment. While consequentialist theories of punishment may generate considerable doubts about the value of this system, it seems that retributive theories of punishment lack the resources to criticize mass punishment. Because of their focus on individual desert, it seems that they can say nothing about punishment in the aggregate. Nevertheless, there are good reasons for a certain (...) kind of retributivism to question the justice of mass punishment. When retributive punishment is considered as one of the functions of a state whose task is to create and maintain a system of equal freedom for all, then punishment must be justified not only at the individual level but also at the level of the system of punishment as a whole. If the criminal justice system inflicts excessive amounts of punishment in the aggregate, it becomes unjust, not because individual offenders are treated unjustly, but because a policy of relentless prosecution and punishment is not appropriate for a free society. (shrink)

Kant’s essay ‘On a Supposed Right to Lie from Philanthropy’ claims that everyone has an unconditional duty of right not to lie under any circumstances. This claim creates a conflict within the doctrine of right because Kant also claims that each of us is under an unconditional duty of right to obey the positive law in force in the civil condition in all circumstances. In Kant’s specific example, truthfulness would violate the positive law because it would make the speaker an (...) accomplice to a crime. Since both duties flow from the requirement that we not act inconsistently with the possibility of rightful relations among humans, a juridical solution to the conflict must be possible. That solution is to recognize that lying in appropriate circumstances is akin to the use of force in self-defence or defence of a third party. (shrink)

What Is Biodiversity? is a theoretical and conceptual exploration of the biological world and how diversity is valued. Maclaurin and Sterelny explore not only the origins of the concept of biodiversity, but also how that concept has been shaped by ecology and more recently by conservation biology. They explain the different types of biodiversity important in evolutionary theory, developmental biology, ecology, morphology and taxonomy and conclude that biological heritage is rich in not just one biodiversity but many. Maclaurin (...) and Sterelny also explore the case for the conservation of these biodiversities using option value theory, a tool borrowed from economics. (shrink)

A concise but informative overview of AI ethics and policy. -/- Artificial intelligence, or AI for short, has generated a staggering amount of hype in the past several years. Is it the game-changer it's been cracked up to be? If so, how is it changing the game? How is it likely to affect us as customers, tenants, aspiring homeowners, students, educators, patients, clients, prison inmates, members of ethnic and sexual minorities, and voters in liberal democracies? Authored by experts in fields (...) ranging from computer science and law to philosophy and cognitive science, this book offers a concise overview of moral, political, legal and economic implications of AI. It covers the basics of AI's latest permutation, machine learning, and considers issues such as transparency, bias, liability, privacy, and regulation. -/- Both business and government have integrated algorithmic decision support systems into their daily operations, and the book explores the implications for our lives as citizens. For example, do we take it on faith that a machine knows best in approving a patient's health insurance claim or a defendant's request for bail? What is the potential for manipulation by targeted political ads? How can the processes behind these technically sophisticated tools ever be transparent? The book discusses such issues as statistical definitions of fairness, legal and moral responsibility, the role of humans in machine learning decision systems, “nudging” algorithms and anonymized data, the effect of automation on the workplace, and AI as both regulatory tool and target. (shrink)

This article uses an account of dwelling to interrogate the concept of curriculum making. Tim Ingold’s use of dwelling to understand culture is productive here because of his implicit and explicit interest in intergenerational learning. His account of dwelling rests on a foundational ontological claim—that mental construction and representation are not the basis upon which we live in the world—which is very challenging for the kinds of curriculum making with which many educators are now familiar. It undermines assumptions of propositional (...) knowledge and of the use of mental schemas to communicate and share. At the level of critique, then, dwelling destabilizes contemporary ideas of curriculum as textual, pre-specified content for transmission or pre-defined objectives or standardized activity. The positive claims of dwelling are equally challenging, for these are that the world is a domain of relational entanglement in which an organism can be no more than a point of growth for an emergent ‘environment’, and meaning only inheres in these relations. The paper articulates how differentiation (of learner, salient meanings, knowledge, skill and place) are possible in such an ontology, and how curriculum making can be understood from this perspective as being the remaking of relationships between these. (shrink)

This Handbook re-examines the concept of early modern history in a European and global context. Volume I addresses social and cultural identity, examining structural factors such as climate, printing and the revolution in information, economic developments, and religion, including chapters on Orthodoxy, Judaism and Islam.

Kuhn and Moresi have proposed a useful taxonomy for classifying prisoners' dilemmas. This comment is concerned with K&M's observation that legal penalties for defection can transform PDs into cooperative games, and their argument that the role of the law may vary depending on how the PD is classified by their taxonomy. The purpose of this note is to support K&M's analysis by demonstrating that the law of damages, as understood by economic analysis, already performs the function that K&M assign to (...) legal penalties for defection. (shrink)

Modern attitudes to meat in both men and women reflect a strong meat-masculinity association. Sex differences in the relationship between meat and masculinity have not been previously explored. In the current study we used two IATs (implicit association tasks), a visual search task, and a questionnaire to measure implicit and explicit attitudes towards meat in men and women. Men exhibited stronger implicit associations between meat and healthiness than did women, but both sexes associated meat more strongly with 'healthy' than 'unhealthy' (...) concepts, suggesting that the meat-masculinity association readily observed across western cultures may be mediated by a meat-strength/power association. The sex difference was not related to explicit attitudes to meat, nor was it attributable to a variety of other factors, such as a generally more positive disposition toward meat in men than women. Men also exhibited an attention bias toward meats, compared to non-meat foods, while females exhibited more caution when searching for non-meat foods, compared to meat. These biases were not related to implicit attitudes, but did tend to increase with increasing hunger levels. Potential ultimate explanations for these differences, including sex differences in bio-physiological needs and receptivity to social signals are discussed. (shrink)

Wisdom Beyond Words: Sense and Non-Sense in the Buddhist Prajnaparamita Tradition. Sangharakshita. Windhorse Publications, Glasgow 1993. 295 pp. £9.95.

Zen in America. Helen Tworkov. Kodansha America Inc., New York 1994. 271 pp. £13.99.

ABSTRACTThis paper is premised on the call to re-orientate marketing as a contributing social science. It gathers together criticisms of marketing research which identify inconsistencies that prevent our progress. It posits that we are driven to reproduce these inconsistencies because of a closed-system of practice and because of the generative absence of an effective, reflexive and integrative metatheoretical structure. In response to these problems, the paper aims to offer an integrative metatheoretical structure from which to ground our research and intervene (...) in the identified inconsistencies. The paper therefore offers a perspective on the constitution of the world, before addressing the terms and conditions on which the world is to be researched and explained. This conceptual contribution employs tools developed in the critical realist philosophy of social science to address: instances of absence within marketing research; and how these instances are generated and reproduced. It then suggests how these absences can be rectified. (shrink)

Odysseus’ Apologue, Books 9 to 12 of the “Odyssey”, is characterized by a substantial repetition of acts/scenes of eating/feasting. The following analysis serves, firstly, as a structural indication of the pervasiveness of eating acts to several episodes in Odysseus’ internal narrative, observing parallels between certain episodes which have not as yet been noticed. Secondly, I illustrate how acts of eating come to connote secondary associations in the Apologue, oscillating between the danger of destruction and of delay for the Ithacan travellers. (...) These connotations of eating ultimately respond both to Odysseus’ situation in Scheria and to the threat of the suitors in Ithaca. (shrink)

We are sceptical of concerns over the opacity of algorithmic decision tools. While transparency and explainability are certainly important desiderata in algorithmic governance, we worry that automated decision-making is being held to an unrealistically high standard, possibly owing to an unrealistically high estimate of the degree of transparency attainable from human decision-makers. In this paper, we review evidence demonstrating that much human decision-making is fraught with transparency problems, show in what respects AI fares little worse or better and argue that (...) at least some regulatory proposals for explainable AI could end up setting the bar higher than is necessary or indeed helpful. The demands of practical reason require the justification of action to be pitched at the level of practical reason. Decision tools that support or supplant practical reasoning should not be expected to aim higher than this. We cast this desideratum in terms of Daniel Dennett’s theory of the “intentional stance” and argue that since the justification of action for human purposes takes the form of intentional stance explanation, the justification of algorithmic decisions should take the same form. In practice, this means that the sorts of explanations for algorithmic decisions that are analogous to intentional stance explanations should be preferred over ones that aim at the architectural innards of a decision tool. (shrink)

Marketing systems research has the potential to contribute to the well-being of individuals, communities and our environment but we need to ensure that we do not mechanistically apply inadequate approaches. This article identifies tensions and limitations within the developing marketing systems theory and literature. Using the tools of critical realism, we aim to critique the omissions in the metatheory of marketing systems research and then put forward CR to reconstruct a more comprehensive basis for the development of marketing systems theory. (...) We draw attention to the failings of current metatheory in its use of conflationary approaches to theorizing before setting out the features of a CR informed study of marketing systems. (shrink)

Appropriate for both academic readers and informed general enthusiasts of the cinema it addresses, the book demonstrates both philosophy's particular usefulness for the analysis of modernist cinema and film form's inherent potential for ...

Most people think of law as an instrument that can help us achieve human purposes that can themselves be adequately specified without reference to law or legal ideas. But a number of scholars, asso...

ABSTRACTPeople have procedural rights because states are under a duty of political morality to provide them with fair procedures for settling disputes about the application of the laws. This obligation flows from the state's duty to treat each person as a free and equal member of the legal order. Yet adherence to procedural rights can impede accuracy in fact-finding, which in turn can result in poor protection for substantive rights. So the state also has a duty to provide a reasonable (...) degree of accuracy in fact-finding. The legal order should therefore strive to improve the accuracy of fact-finding, within the constraints imposed by procedural rights people have. Nevertheless, the duty to provide reasonably accurate procedures is subordinate to the duty to provide procedural rights because the settlement of disputes among free persons must be conducted in a manner that respects their status as free persons. (shrink)

Artificial Intelligence (AI) is a diverse technology. It is already having significant effects on many jobs and sectors of the economy and over the next ten to twenty years it will drive profound changes in the way New Zealanders live and work. Within the workplace AI will have three dominant effects. This report (funded by the New Zealand Law Foundation) addresses: Chapter 1 Defining the Technology of Interest; Chapter 2 The changing nature and value of work; Chapter 3 AI and (...) the employment relationship; Chapter 4 Consumers, professions and society. The report includes recommendations to the New Zealand Government. (shrink)

This Handbook re-examines the concept of early modern history in a European and global context. Volume II engages with philosophy, science, art and architecture, music, and the Enlightenment, and examines the military and political developments within and beyond the boundaries of Europe.

We divide analytic metaphysics into naturalistic and non-naturalistic metaphysics. The latter we define as any philosophical theory that makes some ontological (as opposed to conceptual) claim, where that ontological claim has no observable consequences. We discuss further features of non-naturalistic metaphysics, including its methodology of appealing to intuition, and we explain the way in which we take it to be discontinuous with science. We outline and criticize Ladyman and Ross's 2007 epistemic argument against non-naturalistic metaphysics. We then present our own (...) argument against it. We set out various ways in which intellectual endeavours can be of value, and we argue that, in so far as it claims to be an ontological enterprise, non-naturalistic metaphysics cannot be justified according to the same standards as science or naturalistic metaphysics. The lack of observable consequences explains why non-naturalistic metaphysics has, in general, failed to make progress, beyond increasing the standards of clarity and precision in expressing its theories. We end with a series of objections and replies. (shrink)

The presumption of innocence has often been understood as a doctrine that can be explained primarily by instrumental concerns relating to accurate fact-finding in the criminal trial and that has few if any implications outside the trial itself. In this paper, I argue, in contrast, that in a liberal legal order everyone has a right to be presumed innocent simply in virtue of being a person. Every person has a right not to be subjected to criminal punishment unless and until (...) he or she has done something that is criminally wrong. Since disagreements about allegations of criminal wrongdoing are inevitable, the liberal legal order requires a process for determining whether wrongdoing has occurred. In order to preserve the right not to be punished without wrongdoing, the accused person must be presumed innocent throughout this process. The presumption of innocence is therefore as much a basic human right as, for example, the right to bodily integrity or the right to freedom of expression. Specifications of and limitations on the right should therefore be justified not primarily in terms of their instrumental effectiveness in fact-finding or crime control but in terms of the role of the criminal process in a liberal legal order. I consider some implications of this view of the presumption of innocence for the pre-trial process and for substantive criminal law. I argue that the presumption of innocence, understood as a basic human right, should condition the entire pre-trial process; it has, however, minimal implications for the definition of offences. (shrink)

A common approach in the Philosophy of Time, particularly in enquiry into the metaphysical nature of time, has been to examine various aspects of the nature of human temporal experience, and ask what, if anything, can be discerned from this about the nature of time itself. Many human traits have explanations that reside in facts about our evolutionary history. We ask whether features of human temporal experience might admit of such evolutionary explanations. We then consider the implications of any proposed (...) evolutionary explanations for the veridicality of these experiences, and for the truth-value of folk beliefs about time that are based on them. (shrink)

Commentary on “The transmission sense of information” by Carl T. Bergstrom and Martin Rosvall Content Type Journal Article Pages 191-194 DOI 10.1007/s10539-010-9233-3 Authors James Maclaurin, University of Otago, Dunedin, New Zealand Journal Biology and Philosophy Online ISSN 1572-8404 Print ISSN 0169-3867 Journal Volume Volume 26 Journal Issue Volume 26, Number 2.

The harm principle, understood as the normative requirement that conduct should be criminalized only if it is harmful, has difficulty in dealing with those core cases of criminal wrongdoing that can occur without causing any direct harm. Advocates of the harm principle typically find it implausible to hold that these core cases should not be crimes and so usually seek out some indirect harm that can justify criminalizing the seemingly harmless conduct. But this strategy justifies criminalization of a wide range (...) of conduct on the basis of the fear, worry, and anxiety it generates among those who are not the direct victims of the conduct, and thereby undermines the limiting role of the harm principle by permitting the very move it was meant to prevent: the criminalization of harmless conduct on the ground of others’ feelings about it. The best way to avoid this dilemma is to recognize that people have rights, operating independently of the harm principle, to be treated in certain ways just because they are persons. The existence of such rights provides a ground for both criminalizing conduct and limiting the scope of criminalization because these rights point both to conduct that people must be permitted to engage in and conduct that might well be criminalized. A complete account of criminal law will therefore require the harm principle to work together with an independent account of rights. (shrink)

Disease in wildlife raises a number of issues that have not been widely considered in the bioethical literature. However, wildlife disease has major implications for human welfare. The majority of emerging human infectious diseases are zoonotic: that is, they occur in humans by cross-species transmission from animal hosts. Managing these diseases often involves balancing concerns with human health against animal welfare and conservation concerns. Many infectious diseases of domestic animals are shared with wild animals, although it is often unclear whether (...) the infection spills over from wild animals to domestic animals or vice versa. Culling is the standard means of managing such diseases, bringing economic considerations, animal welfare and conservation into conflict. Infectious diseases are also major threatening processes in conservation biology and their appropriate management by culling, vaccination or treatment raises substantial animal ethics issues. One particular issue of great significance in Australia is an ongoing research program to develop genetically modified pathogens to control vertebrate pests including rabbits, foxes and house mice. Release of any self-replicating GMO vertebrate pathogen gives rise to a whole series of ethical questions. We briefly review current Australian legal responses to these problems. Finally, we present two unresolved problems of general importance that are exemplified by wildlife disease. First, to what extent can or should 'bioethics' be broadened beyond direct concerns with human welfare to animal welfare and environmental welfare? Second, how should the irreducible uncertainty of ecological systems be accounted for in ethical decision making? (shrink)

This chapter explores the idea that phylogenetic diversity plays a unique role in underpinning conservation endeavour. The conservation of biodiversity is suffering from a rapid, unguided proliferation of metrics. Confusion is caused by the wide variety of contexts in which we make use of the idea of biodiversity. Characterisations of biodiversity range from all-variety-at-all-levels down to variety with respect to single variables relevant to very specific conservation contexts. Accepting biodiversity as the sum of a large number of individual measures results (...) in an empirically intractable framework. However, large-scale decisions cannot be based on biodiversity variables inferred from local conservation imperatives because the variables relevant to the many systems being compared would be incommensurate with one another. We therefore need some general conception of biodiversity that would make tractable such large-scale environmental decision-marking. We categorise the large array of strategies for the measurement of biodiversity into four broad groups for consideration as general measures of biodiversity. We compare common moral justifications for the conservation of biodiversity and conclude that some form of instrumental value is the most plausible justification for biodiversity conservation. Although this is often interpreted as a reliance on option value, we opt for a broadly consequentialist characterisation of biodiversity conservation. We conclude that the best justified general measure of biodiversity will be some form of phylogenetic diversity. (shrink)

The danger of human operators devolving responsibility to machines and failing to detect cases where they fail has been recognised for many years by industrial psychologists and engineers studying the human operators of complex machines. We call it “the control problem”, understood as the tendency of the human within a human–machine control loop to become complacent, over-reliant or unduly diffident when faced with the outputs of a reliable autonomous system. While the control problem has been investigated for some time, up (...) to this point its manifestation in machine learning contexts has not received serious attention. This paper aims to fill that gap. We argue that, except in certain special circumstances, algorithmic decision tools should not be used in high-stakes or safety-critical decisions unless the systems concerned are significantly “better than human” in the relevant domain or subdomain of decision-making. More concretely, we recommend three strategies to address the control problem, the most promising of which involves a complementary coupling between highly proficient algorithmic tools and human agents working alongside one another. We also identify six key principles which all such human–machine systems should reflect in their design. These can serve as a framework both for assessing the viability of any such human–machine system as well as guiding the design and implementation of such systems generally. (shrink)

The notion of innateness is widely used, particularly in philosophy of mind, cognitive science and linguistics. Despite this popularity, it remains a controversial idea. This is partly because of the variety of ways in which it can be explicated and partly because it appears to embody the suggestion that we can determine the relative causal contributions of genes and environment in the development of biological individuals. As these causes are not independent, the claim is metaphysically suspect. This paper argues that (...) there is a plausible reconstruction of the notion of innateness. This involves defining it sufficiently broadly to cover most of the current usages as well as making it an informational rather than a causal property. This has two consequences. Firstly, innateness becomes a matter of degree. Secondly, we have to abandon the idea, originally proposed by ethologists, that innate traits are necessarily the products of genetic information. (shrink)

The bitterness and protracted character of the biometrician–Mendelian debate has long aroused the interest of historians of biology. In this paper, we focus on another and much less discussed facet of the controversy: competing interpretations of the inheritance of mental defect. Today, the views of the early Mendelians, such as Charles B. Davenport and Henry H. Goddard, are universally seen to be mistaken. Some historians assume that the Mendelians' errors were exposed by advances in the science of genetics. Others believe (...) that their mistakes could have been identified by contemporaries. Neither interpretation takes account of the fact that the lapses for which the Mendelian eugenicists are now notorious were, in fact, mostly identified at the time by the biometricians David Heron and Karl Pearson. In this paper we ask why their objections had so little impact. We think the answer illustrates an important general point about the social prerequisites for effective scientific critique. (shrink)

If, as the new tenseless theory of time maintains, there are no tensed facts, then why do our emotional lives seem to suggest that there are? This question originates with Prior’s ‘Thank Goodness That’s Over’ problem, and still presents a significant challenge to the new B-theory of time. We argue that this challenge has more dimensions to it than has been appreciated by those involved in the debate so far. We present an analysis of the challenge, showing the different questions (...) that a B-theorist must answer in order to meet it. The debate has focused on the question of what is the object of my relief when an unpleasant experience is past. We outline the prevailing response to this question. The additional, and neglected, questions are, firstly—‘Why does the same event elicit different emotional responses from us depending on whether it is in the past, present, or future?’ And secondly—‘Why do we care more about proximate future pain than about distant future pain?’ We give B-theory answers to these questions, which appeal to evolutionary considerations. (shrink)

In this paper, I show that a Kantian account can explain both the rule that consent is normally a defence to assault and the exceptions to that rule. Kant himself does not discuss the offence of assault, but the body – the manifestation of the person in space and time – is central to Kant’s account of each person’s innate right of humanity. Since Kant’s legal philosophy is oriented around the idea that each limit on freedom of action can be (...) justified only for the sake of freedom itself, it is plausible to think that this might do all the work; but that is not the case. The law may rightly refuse to recognize consent to a physical interaction that is inconsistent with treating the participants as persons and may, in such cases, create an exception to the usual rule that lack of consent is an element of assault.But this Kantian account needs to be supplemented in two ways. First, the account provides a structure but no criteria for determining whether an interaction is inconsistent with personhood. Second, the law does sometimes recognize consent as a defence in activities that expose the participants to the intentional application of force that creates a risk of permanent and serious damage, even though that damage itself could not be consented to. The distinction turns out to run parallel to Kant’s solution to the problem of sexuality: how is it possible for two persons to engage in an activity that necessarily requires each to treat the other as an object, and yet to retain their humanity? With these supplements, the limits on consent in the positive law of assault can be justified in Kantian terms. (shrink)

Some version of the will theory and the interest theory of rights attempt to provide a precise and normatively neutral definition of a right that would be useful in substantive normative debates and that corresponds reasonably well with usage in our political and legal culture. But there is an irresolvable tension in this project. Consistent application of a definition of a right cannot plausible track ordinary usage without invoking underlying normative propositions about the justifications for granting rights. Thus, definitional approaches (...) to rights are too demanding to serve either the descriptive purpose of providing a neutral vocabulary or the normative purpose of usefully discussing the rights we ought to have. For descriptive purposes, it would be better to retreat, if necessary, to the Hohfeldian idea that a right is nothing more than the correlate of a duty; for normative purposes, it would be better to address directly the political justification for characterizing a particular legal as creating a right. (shrink)

Grammatical Evolution (GE) has a long history in evolutionary computation. Central to the behaviour of GE is the use of a linear representation and grammar to map individuals from search spaces into problem spaces. This genotype to phenotype mapping is often argued as a distinguishing property of GE relative to other techniques, such as context-free grammar genetic programming (CFG-GP). Since its initial description, GE research has attempted to incorporate information from the grammar into crossover, mutation, and individual initialisation, blurring the (...) distinction between genotype and phenotype and creating GE variants closer to CFG-GP. This is argued to provide GE with the "best of both worlds", allowing degrees of grammatical bias to be introduced into operators to best suit the given problem. This paper examines the behaviour of three grammar-based search methods on several problems from previous GE research. It is shown that, unlike CFG-GP, the performance of "pure" GE on the examined problems closely resembles that of random search. The results suggest that further work is required to determine the cases where the "best of both worlds" of GE are required over a straight CFG-GP approach. (shrink)