The cerebral cortex is a rich and diverse structure that is the basis of intelligent behavior. One of the deepest mysteries of the function of cortex is that neural processing times are only about one hundred times as fast as the fastest response times for complex behavior. At the very least, this would seem to indicate that the cortex does massive amounts of parallel computation.This paper explores the hypothesis that an important part of the cortex can be modeled as a (...) connectionist computer that is especially suited for parallel problem solving. The connectionist computer uses a special representation, termed value unit encoding, that represents small subsets of parameters in a way that allows parallel access to many different parameter values. This computer can be thought of as computing hierarchies of sensorimotor invariants. The neural substrate can be interpreted as a commitment to data structures and algorithms that compute invariants fast enough to explain the behavioral response times. A detailed consideration of this model has several implications for the underlying anatomy and physiology. (shrink)

The cerebral cortex is a rich and diverse structure that is the basis of intelligent behavior. One of the deepest mysteries of the function of cortex is that neural processing times are only about one hundred times as fast as the fastest response times for complex behavior. At the very least, this would seem to indicate that the cortex does massive amounts of parallel computation.This paper explores the hypothesis that an important part of the cortex can be modeled as a (...) connectionist computer that is especially suited for parallel problem solving. The connectionist computer uses a special representation, termed value unit encoding, that represents small subsets of parameters in a way that allows parallel access to many different parameter values. This computer can be thought of as computing hierarchies of sensorimotor invariants. The neural substrate can be interpreted as a commitment to data structures and algorithms that compute invariants fast enough to explain the behavioral response times. A detailed consideration of this model has several implications for the underlying anatomy and physiology. (shrink)

To describe phenomena that occur at different time scales, computational models of the brain must incorporate different levels of abstraction. At time scales of approximately 1/3 of a second, orienting movements of the body play a crucial role in cognition and form a useful computational level embodiment level,” the constraints of the physical system determine the nature of cognitive operations. The key synergy is that at time scales of about 1/3 of a second, the natural sequentiality of body movements can (...) be matched to the natural computational economies of sequential decision systems through a system of implicit reference called deictic in which pointing movements are used to bind objects in the world to cognitive programs. This target article focuses on how deictic bindings make it possible to perform natural tasks. Deictic computation provides a mechanism for representing the essential features that link external sensory data with internal cognitive programs and motor actions. One of the central features of cognition, working memory, can be related to moment-by-moment dispositions of body features such as eye movements and hand movements. (shrink)

Animate vision systems have gaze control mechanisms that can actively position the camera coordinate system in response to physical stimuli. Compared to passive systems, animate systems show that visual computation can be vastly less expensive when considered in the larger context of behavior. The most important visual behavior is the ability to control the direction of gaze. This allows the use of very low resolution imaging that has a high virtual resolution. Using such a system in a controlled way provides (...) additional constraints that dramatically simplify the computations of early vision. Another important behavior is the way the environment “behaves‘. Animate systems under real-time constraints can further reduce their computational burden by using environmental cues that are perspicuous in the local context. A third source of economy is introduced when behaviors are learned. Because errors are rarely fatal, systems using learning algorithms can amortize computational cost over extended periods. Further economies can be achieved when the learning system uses indexical reference, which is a form of dynamic variable binding. Animate vision is a natural way of implementing this dynamic binding. (shrink)

Ballard and Zhang offer a fascinating review of how computational models of human vision have evolved since David Marr proposed his Tri‐Level Hypothesis, with a focus on the refinement of algorithm descriptions over time.

Our seamless perception of the world depends very much on the slow time scales used by conscious perception. Time scales longer than one second are needed to assemble conscious experience. At time scales shorter than one second, this seamlessness quickly deteriorates. Numerous experiments reveal the fragmentary nature of the visual information used to construct visual experience. Models of how the brain manages these fragments use the construct of a routine, which is a task-specific fragment of a sensory-motor program. This paper (...) provides an overview of some of the experiments that test these models. Its aim is to show how the structures that they elucidate constrain the understanding of conscious perception. (shrink)

Our computational studies of infant language learning estimate the inherent difficulty of Arbib's proposal. We show that body language provides a strikingly helpful scaffold for learning language that may be necessary but not sufficient, given the absence of sophisticated language in other species. The extraordinary language abilities of Homo sapiens must have evolved from other pressures, such as sexual selection.

The majority of commentators agree that the time to focus on embodiment has arrived and that the disembodied approach that was taken from the birth of artificial intelligence is unlikely to provide a satisfactory account of the special features of human intelligence. In our Response, we begin by addressing the general comments and criticisms directed at the emerging enterprise of deictic and embodied cognition. In subsequent sections we examine the topics that constitute the core of the commentaries: embodiment mechanisms, dorsal (...) and ventral visual processing, eye movements, and learning. (shrink)

Would God's existence be a good thing for us? According to anti-theism, the answer is No. Probably, many theists will want to reject anti-theism. But it isn’t obvious why. After all, whether p is good for us is logically independent from whether p is true. So anti-theism seems entirely compatible with theism. In this essay, however, I argue this seeming compatibility is mistaken. If anti-theism is true, then the theism of most practicing believers is false. And if I am right (...) about this, then anti-theism presents a serious challenge to traditional theistic belief, notably theistic belief anchored in the Bible. (shrink)

Research in communication studies has suggested that Al-Jazeera produces different versions of news stories for different audiences. Yet, examining the linguistic means used to create these versions has remained under-researched. Drawing on Fairclough’s three-dimensional model (1992) and Halliday’s Transitivity Model (1985), this study aims at exploring how Al-Jazeera Arabic (AJA) and Al-Jazeera English (AJE) discursively represented the participants involved in the 2022 Russo-Ukrainian conflict in headlines. The analysis of transitivity patterns in AJA and AJE headlines reveals both similar and different (...) representations of the conflict. Although they avoided negative labeling of the Russian government, both channels ascribed conflict escalation to it, highlighting civilians suffering and protesting. Nevertheless, while AJE emphasized the Ukrainian government vulnerability, AJA presented the conflict as a confrontation between two symmetrical forces. Similarities are attributed to organizational and social institutional forces, while differences result from different editorial policies and audience preferences. As discursive and social practices, the headlines contribute to shaping audience perceptions of the conflict, with AJA challenging the prevailing western narrative of the conflict while AJE reinforcing it. (shrink)

Dana S. Belu combines Heidegger's phenomenology of technology with feminist phenomenology in order to make sense of the increased technicization of women's reproductive bodies during conception, pregnancy, and birth.

Much of the progress in the fields constituting cognitive science has been based upon the use of explicit information processing models, almost exclusively patterned after conventional serial computers. An extension of these ideas to massively parallel, connectionist models appears to offer a number of advantages. After a preliminary discussion, this paper introduces a general connectionist model and considers how it might be used in cognitive science. Among the issues addressed are: stability and noise‐sensitivity, distributed decision‐making, time and sequence problems, and (...) the representation of complex concepts. (shrink)

Aspects of Law and Legal Systems -- Courts and Legal Reasoning -- Making, Justifying, and Evaluating Law -- Law and Individual Obligation -- Private Law -- Criminal Law -- Sentencing and punishment-- Statutes -- Constitutions -- International Law.

An Introduction to Proof via Inquiry-Based Learning is a textbook for the transition to proof course for mathematics majors. Designed to promote active learning through inquiry, the book features a highly structured set of leading questions and explorations. The reader is expected to construct their own understanding by engaging with the material. The content ranges over topics traditionally included in transitions courses: logic, set theory including cardinality, the topology of the real line, a bit of number theory, and more. The (...) exposition guides and mentors the reader through an adventure in mathematical discovery, requiring them to solve problems, conjecture, experiment, explore, create, and communicate. Ultimately, this is really a book about productive struggle and learning how to learn. This is a print version of the popular open-access online text by Dana C. Ernst. (shrink)

Background: Current practice frequently fails to provide care consistent with the preferences of decisionally-incapacitated patients. It also imposes significant emotional burden on their surrogates. Algorithmic-based patient preference predictors (PPPs) have been proposed as a possible way to address these two concerns. While previous research found that patients strongly support the use of PPPs, the views of surrogates are unknown. The present study thus assessed the views of experienced surrogates regarding the possible use of PPPs as a means to help make (...) treatment decisions for decisionally-incapacitated patients. -/- Methods: This qualitative study used semi-structured interviews to determine the views of experienced surrogates [n=26] who were identified from two academic medical centers and two community hospitals. The primary outcomes were respondents’ overall level of support for the idea of using PPPs and the themes related to their views on how a PPP should be used, if at all, in practice. -/- Results: Overall, 21 participants supported the idea of using PPPs. The remaining five indicated that they would not use a PPP because they made decisions based on the patient’s best interests, not based on substituted judgment. Major themes which emerged were that surrogates, not the patient’s preferences, should determine how treatment decisions are made, and concern that PPPs might be used to deny expensive care or be biased against minority groups. -/- Conclusions: Surrogates, like patients, strongly support the idea of using PPPs to help make treatment decisions for decisionally-incapacitated patients. These findings provide support for developing a PPP and assessing it in practice. At the same time, patients and surrogates disagree over whose preferences should determine how treatment decisions are made, including whether to use a PPP. These findings reveal a fundamental disagreement regarding the guiding principles for surrogate decision-making. Future research is needed to assess this disagreement and consider ways to address it. (shrink)

The Rei(g)n of Rule is a study of rules and their role in language. Rules have dominated the philosophical arena as a fundamental philosophical concept. Little progress, however, has been made in reaching an accepted definition of rules. This fact is not coincidental. The concept of rule is expected to perform various, at times conflicting, tasks. Analyzing key debates and rule related discussions in the philosophy of language I show that typically rules are perceived and defined either as norms or (...) as conventions. As norms, rules perform the evaluative task of distinguishing between correct and incorrect actions. As conventions, rules describe how certain actions are actually undertaken. As normative and conventional requirements do not necessarily coincide, the concept of rule cannot simultaneously accommodate both. The impossibility to consistently define rule has gone unnoticed by philosophers, and it is in this sense that rule has also blocked philosophical attempts to explain language in terms of rules.". (shrink)

Much attention has been focused in recent years on the ethical acceptability of physicians receiving gifts from drug companies. Professional guidelines recognize industry gifts as a conflict of interest and establish thresholds prohibiting the exchange of large gifts while expressly allowing for the exchange of small gifts such as pens, note pads, and coffee. Considerable evidence from the social sciences suggests that gifts of negligible value can influence the behavior of the recipient in ways the recipient does not always realize. (...) Policies and guidelines that rely on arbitrary value limits for gift-giving or receipt should be reevaluated. (shrink)

Alex John London’s new book, For the Common Good: Philosophical Foundations of Research Ethics highlights the fact that establishing just social arrangements is not only a matter of incentivizing popular will to act for the common good; it also requires filling in informational gaps about which policies, arrangements, and interventions will advance the basic interests of members in an equitable, effective and efficient manner. Promoting justice requires, in part, acquiring the knowledge for how to do so. In developing this point, (...) London carefully traces these missteps in the main philosophical debates and then resuscitates the importance of questions of justice at the heart of research ethics. In doing so, it provides a transformative corrective for the field. This review critically examines one of the central pillars of London’s egalitarian research imperative approach: the way in which the social value of research is closely linked with minimizing uncertainty among reasonable experts. (shrink)

Nelkin presents a simple and natural account of freedom and moral responsibility which responds to the great variety of challenges to the idea that we are free and responsible, before ultimately reaffirming our conception of ourselves as agents. Making Sense of Freedom and Responsibility begins with a defense of the rational abilities view, according to which one is responsible for an action if and only if one acts with the ability to recognize and act for good reasons. The view is (...) compatibilist -- that is, on the view defended, responsibility is compatible with determinism -- and one of its striking features is a certain asymmetry: it requires the ability to do otherwise for responsibility when actions are praiseworthy, but not when they are blameworthy. In defending and elaborating the view, Nelkin questions long-held assumptions such as those concerning the relation between fairness and blame and the nature of so-called reactive attitudes such as resentment and forgiveness. Her argument not only fits with a metaphysical picture of causation -- agent-causation -- often assumed to be available only to incompatibilist accounts, but receives positive support from the intuitively appealing Ought Implies Can Principle, and establishes a new interpretation of freedom and moral responsibility that dovetails with a compelling account of our inescapable commitments as rational agents. (shrink)

In response to the charge that deontic ("argent-centered") restrictions are paradoxical, several recent writers suggest that such restrictions find support within T.M. Scanlon's contractualism. I suggest that this claim is only interesting if these restrictions are stronger than those supported by indirect consequentialism. I argue that contractualism cannot support restrictions any stronger than those supported by indirect consequentialism. The contractualists have mislocated the source of the paradox, which arises under any theory that defines right action in patient-focused terms. Consequentialism and (...) contractualism share this feature, so contractualism cannot support stronger deontic restrictions than consequentialism supports. (shrink)

Hermann Cohen (1842-1918) was a leading figure in the Neo- Kantian philosophical movement that dominated European thought before 1918. He was also an inaugural figure in modern Jewish philosophy in the twentieth and twenty-first centuries. This book explores Cohen's striking claim that ethics is rooted in law - a claim developed both in his philosophical ethics and his philosophy of Judaism, in particular in his writings on "love-of-neighbor," up to and including his well-known Religion of Reason. Dana Hollander proposes (...) that neither Cohen's systematic philosophy nor his "Jewish" philosophy should be seen as the dominant framework for his oeuvre as a whole, but that his understanding of key philosophical questions take shape in the passages between both corpuses, a trait that could be seen as paradigmatic for modern Jewish philosophy. Ethics Out of Law taps into one of the prime topics of current interest in the field of Jewish philosophy: the nature of Jewish political existence and the changing configurations of "law" that this entails. (shrink)

: Biomedical ethicists often assume that common morality constitutes a largely consistent normative system. This premise is not taken for granted in general normative ethics. This paper entertains the possibility of inconsistency within common morality and explores methodological implications. Assuming common morality to be inconsistent casts new light on the debate between principlists and descriptivists. One can view the two approaches as complementary attempts to evade or transcend that inconsistency. If common morality proves to be inconsistent, then principlists might have (...) reason to prefer a less pluralistic theory, thereby moving closer to descriptivism. Descriptivists, by contrast, might want to qualify their claim to accommodate all of people's basic moral convictions. Finally, both camps might wish to adopt a more revisionist posture, accepting that an adequate ethical theory occasionally will contradict some of people's deepest moral convictions. Proper application of the method of reflective equilibrium, to which both descriptivists and principlists claim allegiance, may entail greater openness to revisionism than either camp admits. (shrink)

Introduction -- Practical reasons and judicial use of force -- Deviating from legal standards -- The legal duties of judges -- The normative classification of legal results -- Reasons to deviate -- Adherence rules -- Obeying adherence rules -- The judicial oath -- Legal duty and political obligation -- Systemic effects -- Agent-relative principles -- Optimal adherence rules -- Guidance rules -- Treating like cases alike -- Implementation -- Theoretical implications -- Conclusion.

It is argued that once biological systems reach a certain level of complexity, mechanistic explanations provide an inadequate account of many relevant phenomena. In this article, I evaluate such claims with respect to a representative programme in systems biological research: the study of regulatory networks within single-celled organisms. I argue that these networks are amenable to mechanistic philosophy without need to appeal to some alternate form of explanation. In particular, I claim that we can understand the mathematical modelling techniques of (...) systems biologists as part of a broader practice of constructing and evaluating mechanism schemas. This argument is elaborated by considering the case of bacterial chemotactic networks, where some research has been interpreted as explaining phenomena by means of abstract design principles. (shrink)

Retributive restrictions are principles of justice according to which what a criminal deserves on account of his individual conduct and character restricts how states are morally permitted to treat him. The main arguments offered in defense of retributive restrictions involve thought experiments in which the state punishes the innocent, a practice known as telishment. In order to derive retributive restrictions from the wrongness of telishment, one must engage in moral argument from generalization. I show how generalization arguments of the same (...) form can be used subversively to derive morally unacceptable conclusions from other scenarios in which the state intentionally inflicts undeserved coercion. For example, our considered moral convictions approve of punishment policies that inflict collateral damage, such as the ubiquitous policy of excluding the family members of inmates from prison facilities outside visiting hours. I present a generalization argument for the conclusion that these policies are seriously unjust. If we firmly believe that these policies are not unjust, then we should put less stock in generalization arguments. We should not use them to support retributive restrictions. This conclusion has broad implications for the theory and practice of criminal justice. (shrink)

In everyday life, we assume that there are degrees of blameworthiness and praiseworthiness. Yet the debate about the nature of moral responsibility often focuses on the “yes or no” question of whether indeterminism is required for moral responsibility, while questions about what accounts for more or less blameworthiness or praiseworthiness are underexplored. In this paper, I defend the idea that degrees of blameworthiness and praiseworthiness can depend in part on degrees of difficulty and degrees of sacrifice required for performing the (...) action in question. Then I turn to the question of how existing accounts of the nature of moral responsibility might be seen to accommodate these facts. In each case of prominent compatibilist and incompatibilist accounts that I consider, I argue that supplementation with added dimensions is required in order to account for facts about degrees of blameworthiness and praiseworthiness. For example, I argue that the reasons-responsiveness view of Fischer and Ravizza requires supplementation that takes us beyond even fine-grained measures of degrees of reasons-responsiveness in order to capture facts about degrees of difficulty to extend the reasons-responsiveness view by appealing to such measures). I conclude by showing that once we recognize the need for these additional parameters, we will be in a position to explain away at least some of the appeal of incompatibilist accounts of moral responsibility. (shrink)

Considerable attention has been paid recently to the gendering of organizations and occupations. Unfortunately, the gendered-organizations approach remains theoretically and empirically underdeveloped, as there have as yet been few clear answers to the question central to the perspective: What does it really mean to say that an organization itself, or a policy, practice, or slot in the hierarchy, is “gendered”? Reviewing literature in the gendered-organizations tradition, the author discusses three of the most common ways the perspective has been applied and (...) argues that all of these definitions pose potential problems for the project of meaningful social and organizational change. The article concludes with some suggestions about how a more useful conception of the gendered organization might be built. (shrink)

Jim buys a ticket in a million-ticket lottery. He knows it is a fair lottery, but, given the odds, he believes he will lose. When the winning ticket is chosen, it is not his. Did he know his ticket would lose? It seems that he did not. After all, if he knew his ticket would lose, why would he have bought it? Further, if he knew his ticket would lose, then, given that his ticket is no different in its chances (...) of winning from any other ticket, it seems that by parity of reasoning he should also know that every other ticket would lose. But of course he doesn’t know that; in fact, he knows that not every ticket will lose. (shrink)

Robert Fogelin claims that interlocutors must share a framework of background beliefs and commitments in order to fruitfully pursue argument. I refute Fogelin’s claim by investigating more thoroughly the shared background required for productive argument. I find that this background consists not in any common beliefs regarding the topic at hand, but rather in certain shared pro-cedural commitments and competencies. I suggest that Fogelin and his supporters mistakenly view shared beliefs as part of the required background for productive argument because (...) these procedural com-mitments become more difficult to uphold when people’s beliefs diverge widely regarding the topic at hand. (shrink)