Artificial intelligence research has foundered on the issue of representation. When intelligence is approached in an incremental manner, with strict reliance on interfacing to the real world through perception and action, reliance on representation disappears. In this paper we outline our approach to incrementally building complete intelligent Creatures. The fundamental decomposition of the intelligent system is not into independent information processing units which must interface with each other via representations. Instead, the intelligent system is decomposed into independent and parallel activity (...) producers which all interface directly to the world through perception and action, rather than interface to each other particularly much. The notions of central and peripheral systems evaporateeverything is both central and peripheral. Based on these principles we have built a very successful series of mobile robots which operate without supervision as Creatures in standard office environments. (shrink)

"By combining recent advances in the physical sciences with some of the novel ideas, techniques, and data of modern biology, this book attempts to achieve a new and different kind of evolutionary synthesis. I found it to be challenging, fascinating, infuriating, and provocative, but certainly not dull."--James H, Brown, University of New Mexico "This book is unquestionably mandatory reading not only for every living biologist but for generations of biologists to come."--Jack P. Hailman, Animal Behaviour , review of the first (...) edition "An important contribution to modern evolutionary thinking. It fortifies the place of Evolutionary Theory among the other well-established natural laws."--R.Gessink, TAXON. (shrink)

Conspiracy theories are rather a popular topic these days, and a lot has been written on things like the meaning of _conspiracy theory_, whether it’s ever rational to believe conspiracy theories, and on the psychology and demographics of people who believe conspiracy theories. But very little has been said about why people might be led to posit conspiracy theories in the first place. This paper aims to fill this lacuna. In particular, I shall argue that, in open democratic societies, citizens (...) justifiably presuppose that the epistemic authorities—journalists, academics, scientists, and so on—are engaged in a good faith pursuit of the truth. This presupposition generates certain normative expectations on the behaviors of the epistemic authorities—they ought to be open to new evidence, possess a healthy degree of skepticism, be willing to engage with opponents, and so on. So, when an epistemic authority is presented with some putatively anomalous data or an alternative hypothesis for some event or phenomena, people expect the epistemic authority to respond in a way that is consonant with these norms. In some instances, however, the epistemic authorities do not respond in this way and instead are dogmatic, dismissive, and engage in _ad hominem_. From the point of view of the citizen, there’s a tension here between how the epistemic authorities ought to behave and how they have, in fact, behaved which is best resolved either by taking the epistemic authorities less seriously or by positing a conspiracy theory. Put another way, the failure of the epistemic authorities to adhere to the norms by which we take them to be governed when presented with apparent anomalies or alternative hypotheses is one reason for which one might initially posit a conspiracy theory. (shrink)

This new translation presents the _Analects_ in a revolutionary new format that, for the first time in any language, distinguishes the original words of the Master from the later sayings of his disciples and their followers, enabling readers to experience China's most influential philosophical work in its true historical, social, and political context.

Most animals have significant behavioral expertise built in without having to explicitly learn it all from scratch. This expertise is a product of evolution of the organism; it can be viewed as a very long term form of learning which provides a structured system within which individuals might learn more specialized skills or abilities. This paper suggests one possible mechanism for analagous robot evolution by describing a carefully designed series of networks, each one being a strict augmentation of the previous (...) one, which control a six legged walking machine capable of walking over rough terrain and following a person passively sensed in the infrared spectrum. As the completely decentralized networks are augmented. the robot’s performance and behavior repetoire demonstrably improve. The rationale for such demonstrations is that they may provide a hint as to the requirements for automatically building massive networks to carry out complex sensory-motor tasks. The experiments with an actual robot ensure that an essence of reality is maintained and that no critical disabling problems have been ignored. (shrink)

In order to build autonomous robots that can carry out useful work in unstructured environments new approaches have been developed to building intelligent systems. The relationship to traditional academic robotics and traditional artificial intelligence is examined. In the new approaches a tight coupling of sensing to action produces architectures for intelligence that are networks of simple computational elements which are quite broad, but not very deep. Recent work within this approach has demonstrated the use of representations, expectations, plans, goals, and (...) learning, but without resorting to the traditional uses, of central, abstractly manipulable or symbolic representations. Perception within these systems is often an active process, and the dynamics of the interactions with the world are extremely important. The question of how to evaluate and compare the new to traditional work still provokes vigorous discussion. (shrink)

The punishment of criminals is a topic of long-standing philosophical interest since the ancient Greeks. This interest has focused on several considerations, including the justification of punishment, who should be permitted to punish, and how we might best set punishments for crimes. This entry focuses on the most important contributions in this field. The focus will be on specific theoretical approaches to punishment including both traditional theories of punishment (retributivism, deterrence, rehabilitation) and more contemporary alternatives (expressivism, restorative justice, hybrid theories, (...) unified theories) with an additional section on capital punishment, perhaps the particular form of punishment that has received the most sustained philosophical attention. These theories of punishment address two important questions: first, who should be permitted to punish and, secondly, who should be permitted to be punished. These questions then concern the justification of punishment and its distribution. While the majority today often identifies their theories as retributivist, there is a great diversity of theories defended. This entry will highlight the leading work for each view. (shrink)

Punishment is a topic of increasing importance for citizens and policy makers. Why should we punish criminals? Which theory of punishment is most compelling? Is the death penalty ever justified? These questions and many others are addressed in this highly engaging guide. Punishment is a critical introduction to the philosophy of punishment offering a new and refreshing approach that will benefit readers of all backgrounds and interests. This is the first critical guide to examine all leading contemporary theories of punishment, (...) including the communicative theory of punishment, restorative justice, and the unified theory of punishment. There are also several case studies examined in detail including capital punishment, juvenile offending, and domestic abuse. -/- Punishment highlights the problems and prospects of different approaches in order to argue for a more pluralistic and compelling perspective that is novel and groundbreaking. -/- Introduction; Retributivism; Deterrence; Rehabilitation; Restorative Justice; Rawls, Hart, and "mixed" theories; Expressivism; The Unified Theory; Capital Punishment; Juvenile Offending; Domestic Abuse; Sexual Crimes; Conclusion; Index. (shrink)

Despite its pervasiveness, the concept of ‘levels of organization’ has received relatively little attention in its own right. I propose here an emerging approach that posits ‘levels’ as a fragmentary concept situated within an interest-relative matrix of operational usage within scientific practice. To this end I propose one important component of meaning, namely the epistemic goal motivating the term’s usage, which recovers a remarkably conserved and sufficiently unifying significance attributable to ‘levels’ across different instances of usage. This epistemic goal, to (...) provide structure to scientific problems, delegates tasks whose execution generates the term’s expressed content in a given instance. This treatment of levels does not diminish the concept’s general importance to science, but rather allows for its use in, and usefulness for, scientific practice to be better contextualized to particular tasks encompassing varying breadths of activity. (shrink)

Cognitive Science, Volume 46, Issue 6, June 2022.

This volume is the direct result of a conference in which a number of leading researchers from the fields of artificial intelligence and biology gathered to ...

Despite the ubiquity of “levels of organization” in the scientific literature, a nascent “levels skepticism” now claims that the concept of levels is an inherently flawed, misleading, or otherwise inadequate notion for understanding how life scientists produce knowledge about the natural world. However, levels skeptics rely on the maligned “layer-cake” account of levels stemming from Oppenheim and Putnam’s defense of the unity of science for their critical commentary. Recourse to layer-cake levels is understandable, as it is arguably the default conception (...) of levels in philosophy. However, relying on this conception of levels undermines the initial plausibility of general dismissals of the concept, because the problems skeptics identify within the “basic idea” of the concept “levels” are merely ones already widely acknowledged in this conception. I illustrate this “guilt by association” by looking at the embedded role of “levels” in articulating intertheoretical reductionism during the latter part of the 20th century. I conclude by suggesting a methodological framework focusing on local usage patterns as a promising means for future analysis of the levels concept. (shrink)

The majority of North American corporations awakened to the need for their own ethical guidelines during the late 1970s and early 1980s, even though modern corporations are subject to a surprising multiplicity of external codes of ethics or conduct. This paper provides an understanding of both internal and external codes through a discussion of the factors behind the development of the codes, an analysis of internal codes and an identification of problems with them.

Levels of organization are structures in nature, usually defined by part-whole relationships, with things at higher levels being composed of things at the next lower level. Typical levels of organization that one finds in the literature include the atomic, molecular, cellular, tissue, organ, organismal, group, population, community, ecosystem, landscape, and biosphere levels. References to levels of organization and related hierarchical depictions of nature are prominent in the life sciences and their philosophical study, and appear not only in introductory textbooks and (...) lectures, but also in cutting-edge research articles and reviews. In philosophy, perennial debates such as reduction, emergence, mechanistic explanation, interdisciplinary relations, natural selection, and many other topics, also rely substantially on the notion. -/- Yet, in spite of the ubiquity of the notion, levels of organization have received little explicit attention in biology or its philosophy. Usually they appear in the background as an implicit conceptual framework that is associated with vague intuitions. Attempts at providing general and broadly applicable definitions of levels of organization have not met wide acceptance. In recent years, several authors have put forward localized and minimalistic accounts of levels, and others have raised doubts about the usefulness of the notion as a whole. -/- There are many kinds of ‘levels’ that one may find in philosophy, science, and everyday life—the term is notoriously ambiguous. Besides levels of organization, there are levels of abstraction, realization, being, analysis, processing, theory, science, complexity, and many others. In this article, the focus will be on levels of organization and debates associated with them, and other kinds of levels will only be discussed when they are relevant to this main topic. (shrink)

The concept of 'levels of organization' has come under fire recently as being useless for scientific and philosophical purposes. In this paper, we show that 'levels' is actually a remarkably resilient and constructive conceptual tool that can be, and in fact is, used for a variety of purposes. To this effect, we articulate an account of the importance of the levels concept seen in light of its status as a major organizing concept of biology. We argue that the usefulness of (...) ‘levels’ is best seen in the heuristic contributions the concept makes to treating and structuring scientific problems. We illustrate this with two examples from biological research. (shrink)

The causal exclusion argument suggests that mental causes are excluded in favour of the underlying physical causes that do all the causal work. Recently, a debate has emerged concerning the possibility of avoiding this conclusion by adopting Woodward's interventionist theory of causation. Both proponents and opponents of the interventionist solution crucially rely on the notion of supervenience when formulating their positions. In this article, we consider the relation between interventionism and supervenience in detail and argue that importing supervenience relations into (...) the interventionist framework is deeply problematic. However, rather than reject interventionist solutions to exclusion wholesale, we wish to propose that the problem lies with the concept of supervenience. This would open the door for a moderate defence of the interventionist solution to the exclusion argument. (shrink)

This new second edition of Punishment includes a revised and expanded defence of the groundbreaking unified theory of punishment that brings together elements of retribution, deterrence and rehabilitation into a new coherent framework. Thom Brooks expands the chapter length case studies from capital punishment, juvenile offending, domestic violence and sex crimes to include new chapters on social media offences and corporate liability addressing some of today's most pressing issues in criminal justice.

Corporate sustainability introduces multiple tensions or paradoxes into organisations which defy traditional approaches such as trading-off contrasting options. We examine an alternative approach: to manage corporate sustainability with a paradoxical lens where contradictory elements are managed concurrently. Drawing on paradox theory, we focus on two specific pathways: to the organisation-wide acceptance of paradox and to paradoxical resolution. Introducing the concept of strategic agility, we argue that strategically agile organisations are better placed to navigate these paradox pathways. Strategic agility comprises three (...) organisational meta-capabilities: strategic sensitivity, collective commitment, and resource fluidity. We propose that strategically agile organisations draw on strategic sensitivity and collective commitment to achieve organisation-wide acceptance of paradox, and collective commitment and resource fluidity to achieve paradoxical resolution. For each of these meta-capabilities, we identify three organisational practices and processes specifically related to corporate sustainability that organisations can leverage in pursuit of strategic agility. We offer a conceptual framework depicting the strategic agility meta-capabilities, and associated practices and processes, which organisations draw on to successfully manage corporate sustainability with a paradoxical lens. (shrink)

A new edition of the first systematic reading of Hegel's political philosophy Elements of the Philosophy of Right is widely acknowledged to be one of the most important works in the history of political philosophy. This is the first book on the subject to take Hegel's system of speculative philosophy seriously as an important component of any robust understanding of this text. Key Features •Sets out the difference between 'systematic' and 'non-systematic' readings of Philosophy of Right •Outlines the unique structure (...) of Hegel's philosophical arguments •Explores key areas of Hegel's political philosophy: his theories of property, punishment, morality, law, monarchy, war, democracy and history This significantly expanded second edition includes: a more detailed explanation of Hegel's philosophical system, two new chapters on his theories of democracy and history and an appendix detailing the implications this work has for future interpretations of Hegel's philosophy. (shrink)

Both direct, and evolved, behavior-based approaches to mobile robots have yielded a number of interesting demonstrations of robots that navigate, map, plan and operate in the real world. The work can best be described as attempts to emulate insect level locomotion and navigation, with very little work on behavior-based non-trivial manipulation of the world. There have been some behavior-based attempts at exploring social interactions, but these too have been modeled after the sorts of social interactions we see in insects. But (...) thinking how to scale from all this insect level work to full human level intelligence and social interactions leads to a synthesis that is very di erent from that imagined in traditional Arti cial Intelligence and Cognitive Science. We report on work towards that goal. (shrink)

This study investigates the ethical use of Big Data and Artificial Intelligence (AI) technologies (BD + AI)—using an empirical approach. The paper categorises the current literature and presents a multi-case study of 'on-the-ground' ethical issues that uses qualitative tools to analyse findings from ten targeted case-studies from a range of domains. The analysis coalesces identified singular ethical issues, (from the literature), into clusters to offer a comparison with the proposed classification in the literature. The results show that despite the variety (...) of different social domains, fields, and applications of AI, there is overlap and correlation between the organisations’ ethical concerns. This more detailed understanding of ethics in AI + BD is required to ensure that the multitude of suggested ways of addressing them can be targeted and succeed in mitigating the pertinent ethical issues that are often discussed in the literature. (shrink)

Universities have long played an important role in preparing thinkers and leaders who go on to have significant impact around the world. But if the world needs wise thinkers and good leaders, then how might modern universities educate leaders of character, particularly in a pluralistic context where many educators are reluctant to see the university as a site of moral formation? This article shares insights from one specific program, the Oxford Global Leadership Initiative, an extra-curricular program that seeks to help (...) diverse cohorts of graduate students develop the ethical qualities of character needed for leaders to serve the common good. Drawing upon qualitative data collected over three years of program activity to illuminate and illustrate our argument, we address three questions: Can virtues of character necessary for good leadership be cultivated in a university setting among a culturally diverse group of students? How can a character-based leadership program meet the particular developmental needs of “emerging adults”? and How might the program’s impact translate into society and culture? We conclude that a program integrating character and leadership can make valuable contributions to the ethical and professional development of postgraduate students. (shrink)

Sociopolitical attitudes are often the root cause of conflicts between individuals, groups, and even nations, but little is known about the origin of individual differences in sociopolitical orientation. We test a combination of economic and evolutionary ideas about the degree to which the mating market, sex, age, and income affect sociopolitical orientation. We collected data online through Amazon’s Mechanical Turk from 1108 US participants who were between 18 and 60, fluent in English, and single. While ostensibly testing a new online (...) dating website, participants created an online dating profile and described people they would like to date. We manipulated the participants’ popularity in the mating market and the size of the market and then measured participants’ sociopolitical attitudes. The sociopolitical attitudes were reduced to five dimensions via Principal Components Analysis. Both manipulations affected attitudes toward wealth redistribution but were largely not significant predictors of the other dimensions. Men reported more unrestricted sociosexual attitudes, and more support for benevolent sexism and traditional family values, than women did, and women supported wealth redistribution more than men did. There was no sex difference in accepting nonconforming behaviors. Younger people and people with lower incomes were more liberal than older people and people with higher incomes, respectively, regardless of sex. Overall, effects were largely not interactive, suggesting that individual differences in sociopolitical orientation may reflect strategic self-interest and be more straightforward than previously predicted. (shrink)

In the wake of ethical scandals and close ethical scrutiny throughout business and the accounting professional today, Brooks/Dunn's BUSINESS & PROFESSIONAL ETHICS, 9E provides the ethical insights and strategies you need for corporate and professional success. Learn why ethical behavior is so important and how to recognize potential pitfalls that involve much more than memorizing rules. You master the skills to develop a corporate culture of integrity that maintains stakeholder support and enables directors and auditors to complete their jobs. You (...) also learn how to use ethical strategies to make decisions, as this edition examines the latest information on governance scandals, legal liability and professional accounting and auditing issues. More than 130 cases and readings highlight new and classic cases of fraud, bankruptcy and unprofessional practices to help you better understand appropriate codes of conduct and sound ethical reasoning while strengthening your persuasive and leadership skills for success. (shrink)

Global justice is an exciting area of refreshing, innovative new ideas for a changing world facing significant challenges. Not only does work in this area often force us to rethink about ethics and political philosophy more generally, but its insights contain seeds of hope for addressing some of the greatest global problems facing humanity today. The Oxford Handbook of Global Justice has been selective in bringing together some of the most pressing topics and issues in global justice as understood by (...) the leading voices from both established and rising stars across twenty-five new chapters. This Handbook explores severe poverty, climate change, egalitarianism, global citizenship, human rights, immigration, territorial rights, and much more. (shrink)

This new translation presents the _Analects_ in a revolutionary new format that, for the first time in any language, distinguishes the original words of the Master from the later sayings of his disciples and their followers, enabling readers to experience China's most influential philosophical work in its true historical, social, and political context.

Children's comprehension of the universal quantifiers all and each was explored in a series of experiments using a picture selection task. The first experiment examined children's ability to restrict a quantifier to the noun phrase it modifies. The second and third experiments examined children's ability to associate collective, distributive, and exhaustive representations with sentences containing universal quantifiers. The collective representation corresponds to the "group" meaning (for All the flowers are in a vase all of the flowers are in the same (...) vase). The distributive representation implies a pairing (e.g., each flower paired with a vase for Each flower is in a vase). The exhaustive representation exhausts both sets (e.g., for The flowers are in the vases all the flowers are in vases and all the vases have flowers in them). Four- to 10-year-olds children had little difficulty restricting the quantifier all to the noun it modified in a task which required them to attend to the group feature of all. In contrast, only 9- and 10-year-olds were able to solve the task when the quantifier was each and the pictures showed entities in partial one-to-one correspondence. Children showed a preference for associating collective pictures with sentences containing all and distributive pictures with sentences containing each. The results suggest that between the ages of 5 and 10 years, children's semantic representations undergo less radical changes than others have proposed. Instead, developmental change may occur gradually as children acquire linguistic cues which map onto existing semantic representations. (shrink)

Widely hailed as one of the most significant works in modern political philosophy, John Rawls's _Political Liberalism_ defended a powerful vision of society that respects reasonable ways of life, both religious and secular. These core values have never been more critical as anxiety grows over political and religious difference and new restrictions are placed on peaceful protest and individual expression. This anthology of original essays suggests new, groundbreaking applications of Rawls's work in multiple disciplines and contexts. Thom Brooks, Martha Nussbaum, (...) Onora O'Neill, Paul Weithman, Jeremy Waldron, and Frank Michelman explore political liberalism's relevance to the challenges of multiculturalism, the relationship between the state and religion, the struggle for political legitimacy, and the capabilities approach. Extending Rawls's progressive thought to the fields of law, economics, and public reason, this book helps advance the project of a free society that thrives despite disagreements over religious and moral views. (shrink)

Much of children's early syntactic development can be seen as the acquisition of sentence-level constructions that correspond to relatively complex events and states of affairs. The current study was an attempt to determine the relative concreteness (verb-specificity) or abstractness (verb-generality) of such constructions for children just beginning to produce large numbers of multi-word utterances. Sixteen children at 2.0 years of age and sixteen children at 2,5 years of age participated (all English speaking). Each child was taught two novel verbs for (...) a highly transitive action: one in a transitive construction (Ernie is tamming the car) and one in an intransitive construction (with patient äs subject: The ball is meeking). They were then given opportunities to use their newly learned verbs, in many cases in discourse situations that encouraged use of the "opposite" construction (i.e., agent and patient-focused questions). Results showed that 2.0-year-old children almost never produced an utterance using a novel verb in anything other than the construction in which it had been modeled. Children at 2.5 years of age were somewhat more productive, but still the large majority of these children avoided using the experimental verbs in nonmodeled constructions. These results suggest that when English-speaking children produce simple transitive and intransitive utterances in their spontaneous speech, they are doing so on a verb-specific basis (verb Island constructions), schematizing more abstract constructions only later äs they discover patterns that apply across many such lexically specific constructions. (shrink)

Determining what constitutes an anticipatable incidental finding from clinical research and defining whether, and when, this IF should be returned to the participant have been topics of discussion in the field of human subject protections for the last 10 years. It has been debated that implementing a comprehensive IF-approach that addresses both the responsibility of researchers to return IFs and the expectation of participants to receive them can be logistically challenging. IFs have been debated at different levels, such as the (...) ethical reasoning for considering their disclosure or the need for planning for them during the development of the research study. Some authors have discussed the methods for re-contacting participants for disclosing IFs, as well as the relevance of considering the clinical importance of the IFs. Similarly, other authors have debated about when IFs should be disclosed to participants. However, no author has addressed how the “actionability” of the IFs should be considered, evaluated, or characterized at the participant's research setting level. This paper defines the concept of “Actionability at the Participant's Research Setting Level” for anticipatable IFs from clinical research, discusses some related ethical concepts to justify the APRSL concept, proposes a strategy to incorporate APRSL into the planning and management of IFs, and suggests a strategy for integrating APRSL at each local research setting. (shrink)

Dynamic intra-individual variability (IIV) in cardiac vagal control across multiple situations is believed to contribute to adaptive cognition under stress; however, a dearth of research has empirically tested this notion. To this end, we examined 25 U.S. Army Soldiers (all male, Mean Age= 30.73, SD = 7.71) whose high-frequency heart rate variability (HF-HRV) was measured during a resting baseline and during three conditions of a shooting task (training, low stress, high stress). Response inhibition was measured as the correct rejection of (...) friendly targets during the low and high stress conditions. We tested the association between the standard deviation of HF-HRV across all four task conditions (IIV in vagal control) and changes in response inhibition between low and high stress. Greater differences in vagal control between conditions (larger IIV) were associated with higher tonic vagal control during rest, and stronger stress-related decreases in response inhibition. These results suggest that flexibility in vagal control is supported by tonic vagal control, but this flexibility also uniquely relates to adaptive cognition under stress. Findings are consistent with neurobehavioral and dynamical systems theories of vagal function. (shrink)

The future of philosophy is moving towards “global philosophy.” The idea of global philosophy is the view that different philosophical approaches may engage more substantially with each other to solve philosophical problems. Most solutions attempt to use only those available resources located within one philosophical tradition. A more promising approach might be to expand the range of available resources to better assist our ability to offer more compelling solutions. This search for new horizons in order to improve our clarity about (...) philosophical issues is at the heart of global philosophy. The idea of global philosophy encourages us to look beyond our traditions to improve our philosophical problem-solving by our own lights. Global philosophy is a new approach whose time is coming. This essay offers the first account of this approach and an assessment of its future promise. (shrink)

Exploring the use of nudges and informed consent in medical ethics.

Artificial Intelligence as a discipline has gotten bogged down in subproblems of intelligence. These subproblems are the result of applying reductionist methods to the goal of creating a complete artificial thinking mind. In Brooks (1987) 1 have argued that these methods will lead us to solving irrelevant problems; interesting as intellectual puzzles, but useless in the long run for creating an artificial being.