In this paper, we point out that explainability is useful but not sufficient to ensure the legitimacy of algorithmic decision systems. We argue that the key requirements for high-stakes decision systems should be justifiability and contestability. We highlight the conceptual differences between explanations and justifications, provide dual definitions of justifications and contestations, and suggest different ways to operationalize justifiability and contestability.

THE LOGIC OF SEMANTIC DIFFERENTIATION Apart from the studies to be reported here, there have been few, if any, systematic attempts to subject meaning to..

This paper argues that the definition of food justice must be defined in more participatory terms. Current accounts of food justice tend to emphasize distributional inequalities. However, there is broad recognition that these distributional inequalities are the result of participative inequalities and that the participation of marginalized groups in advocacy plays an important role in creating just food systems. In addition, thinking of food justice in more participative terms also suggests a more well-rounded and comprehensive approach to dealing with inequalities (...) within the food system. One manner in which the concept of food justice can be redefined to better capture the importance of participative justice is by considering what is required for informed consent. (shrink)

Psychologists have emphasized children's acquisition of information through firsthand observation. However, many beliefs are acquired from others' testimony. In two experiments, most 4yearolds displayed sceptical trust in testimony. Having heard informants' accurate or inaccurate testimony, they anticipated that informants would continue to display such differential accuracy and they trusted the hitherto reliable informant. Yet they ignored the testimony of the reliable informant if it conflicted with what they themselves had seen. By contrast, threeyearolds were less selective in trusting a reliable (...) informant. Thus, young children check testimony against their own experience and increasingly recognise that some informants are more trustworthy than others. (shrink)

Philosophy lacks criteria to evaluate its philosophical theories. To fill this gap, this essay introduces nine criteria to compare worldviews, classified in three broad categories: objective criteria (objective consistency, scientificity, scope), subjective criteria (subjective consistency, personal utility, emotionality), and intersubjective criteria (intersubjective consistency, collective utility, narrativity). The essay first defines what a worldview is and exposes the heuristic used in the quest for criteria. After describing each criterion individually, it shows what happens when each of them is violated. From the (...) criteria, it derives assessment tests to compare and improve different worldviews. These include the is-ought, ought-act, and is-act first-order tests; the critical and dialectical second-order tests; the mixed-questions and first-second-order third-order tests; and the we-I, we-it, and it-I tests. The essay then applies these criteria and tests to a concrete example, comparing the Flying Spaghetti Monster deity with Intelligent Design. For another application, it draws more general fruitful suggestions for the dialogue between science and religion. (shrink)

New Blackfriars, Volume 103, Issue 1106, Page 536-553, July 2022.

In this philosophical paper, we explore computational and biological analogies to address the fine-tuning problem in cosmology. We first clarify what it means for physical constants or initial conditions to be fine-tuned. We review important distinctions such as the dimensionless and dimensional physical constants, and the classification of constants proposed by Lévy-Leblond. Then we explore how two great analogies, computational and biological, can give new insights into our problem. This paper includes a preliminary study to examine the two analogies. Importantly, (...) analogies are both useful and fundamental cognitive tools, but can also be misused or misinterpreted. The idea that our universe might be modelled as a computational entity is analysed, and we discuss the distinction between physical laws and initial conditions using algorithmic information theory. Smolin introduced the theory of "cosmological natural selection" with a biological analogy in mind. We examine an extension of. (shrink)

This paper aims at bridging a gap between the history of American animal behavior studies and the history of sociobiology. In the post-war period, ecology, comparative psychology and ethology were all investigating animal societies, using different approaches ranging from fieldwork to laboratory studies. We argue that this disunity in “practices of place” explains the attempts of dialogue between those three fields and early calls for unity through “sociobiology” by J. Paul Scott. In turn, tensions between the naturalist tradition and the (...) rising reductionist approach in biology provide an original background for a history of Edward Wilson’s own version of sociobiology, much beyond the William Hamilton’s papers usually considered as its key antecedent. Naturalists were in a defensive position in the geography of the fields studying animal behavior, and in reaction were a driving force behind the various projects of synthesis called “sociobiology”. (shrink)

This paper explores how transformative experience generates decision-making problems of particular seriousness in medical settings. Potentially transformative experiences are especially likely to be encountered in medicine, and the associated decisions are confronted jointly by patients and clinicians in the context of an imbalance of power and expertise. However in such scenarios the principle of informed consent, which plays a central role in guiding clinicians, is unequal to the task. We detail how the principle’s assumptions about autonomy, rationality and information handle (...) transformative experiences poorly, appealing to several difficult cases for medical decision-making to illustrate the resulting problem, and we consider how the existing literature on complications with consent fails to offer a resolution. We argue that recognition of the problem has a role to play in achieving a more effective response to transformative decisions. In Sect. 1 we introduce several representative cases of challenging patient decision-making that clinicians might face. In Sect. 2 we detail how transformative experience has been analysed in the recent literature, before outlining in Sect. 3 the theoretical basis of the principle of informed consent, which plays a central role in how clinicians are expected to support decision-making. In Sect. 4, having laid the groundwork for a clear description, we return to the cases given in Sect. 1 to confirm how their transformative nature presents a problem: either clinicians treat the decisions faced by these patients as ‘normal’, encouraging them to focus on information provision that patients may be unable to act on, or they treat them as transformative, in which case they lack the resources to recognise whether they are helping patients make (subjectively) good decisions. In Sect. 5 we argue that the existing literature does not offer any escape from this problem. We close in Sect. 6 by noting the significant impact that appreciating the problem of transformative experience could have on supporting transformative decisions in medicine and briefly suggesting how we might aim to develop new approaches to dealing with these. (shrink)

Slavery and slave trade gave birth to racism and society has been struggling towards its prevention and possible elimination with little success. Martin Luther King Jr wrote in his letter from the Birmingham jail: “Injustice anywhere is a threat to justice everywhere. We are caught in an inescapable network of mutuality, tied in a single garment of destiny.” Until this undeniable fact is understood and emphasized our contemporary society is heading towards a state of an uncontrollable wildfire of anarchy. It (...) is obvious that all fingers are not equal but that does not negate the fact that all men irrespective of colour or race are created equal—configured with brain, flesh, water, and blood. Racial discrimination is a moral and systemic sin that must be confronted and vehemently condemned. The main thrust of this paper is to expose various forms of racial discrimination ravaging the contemporary society with a view to postulating ideas geared towards its prevention and possible elimination. Relying on observational and historical methods, relevant data required will be elicited. The paper identified among other things that racism is resurging in the 21st century to a threatening dimension that if a coordinated action is not urgently taken, it will result into an uncontrollable wildfire of anarchy. The researcher therefore recommends the need to reemphasize respect and tolerance for all humanity. (shrink)

The aim of this communication is to consider morphological processes in sociology, mainly through the study of the stability of forms of sociality. At the same time, it aims to study the regulation of constraints, related to an increasingly conflictual environment, through political organization. We use a specific theoretical framework: the catastrophe theory developed by René Thom in topology, further developed by Claude Bruter from a physics point of view, and reworked by Jacques Viret in biology. The idea is to (...) show the existence of archetypal processes organizing social forms. (shrink)

This chapter provides a broad overview of the relationship between climate change and environmental justice. It provides (1) a brief review of the concept of environmental justice, (2) discussion about how environmental justice applies to climate change, and (3) several examples of how environmental justice has been integrated into climate governance.

Motivation: Classical definitions of information, such as the Shannon information, are designed for open loop systems because they define information on a channel which has an input and an output. The main motivation of this paper is to present a closed loop information measure which is compatible with constructivist thinking. Design: Our information measure for a closed loop system reflects how additional sensor inputs are utilised to establish additional sensor-motor loops during learning. Our information measure is based on the assumption (...) that it is not optimal to stay reactive and that it is beneficial to become proactive through increased learning about the environment. Consequently our information measure gauges the utilisation of new sensor inputs to generate anticipatory actions. We call this information measure "predictive information" (PI). Findings: Our PI is zero if the organism uses only its reflex reactions. It grows when the organism is able to use other sensor inputs to preempt reflex reactions and is able to replace reflexes by anticipatory reactions. This has been demonstrated with a real robot that had to learn to avoid obstacles. Conclusion: PI is a new measure which is able to quantify anticipatory learning and, in contrast to the Shannon information, is calculated only at the inputs of an agent. This information measure has been successfully applied to a simple robot task but its application is neither limited to a certain task nor to a certain learning rule. (shrink)

Pétrie d’injonctions à s’approprier le temps selon ses propres canons, la prévention semble ne prêter que peu d’attention à la pluralité des temps sociaux, ainsi qu’à leurs contextes de production et d’énonciation. Dans la mesure où les inégalités sociales de santé résident en partie dans la capacité de l’individu à mettre en pratique les normes préventives, et donc à agir aujourd’hui pour sa santé de demain, et où la pauvreté contribue à entraver la projection dans un à venir, nous avons (...) souhaité analyser les positionnements de personnes se trouvant dans différentes situations de précarité face aux discours préventifs et à l’entreprise de leurs propres projets de santé, tout en plaçant la « question » des rapports au temps au cœur de nos travaux. Aussi, selon les contextes socio-économiques, les ressources mobilisables, les perspectives d’ascension ou de déclassement social, les normes préventives ne sont pas appropriées et restituées de la même façon. Il ressort de cet article que sous des revendications apparemment communes, impulsées par le désir d’adhérer à la norme, s’inscrivent en réalité des motivations et des pratiques diverses, largement influencées par des régimes de temporalités socialement différenciés. (shrink)

Humans massively depend on communication with others, but this leaves them open to the risk of being accidentally or intentionally misinformed. To ensure that, despite this risk, communication remains advantageous, humans have, we claim, a suite of cognitive mechanisms for epistemic vigilance. Here we outline this claim and consider some of the ways in which epistemic vigilance works in mental and social life by surveying issues, research and theories in different domains of philosophy, linguistics, cognitive psychology and the social sciences.

An important challenge when creating automatically processable laws concerns open-textured terms. The ability to measure open-texture can assist in determining the feasibility of encoding regulation and where additional legal information is required to properly assess a legal issue or dispute. In this article, we propose a novel conceptualisation of open-texture with the aim of determining the extent of open-textured terms in legal documents. We conceptualise open-texture as a lever whose state is impacted by three types of forces: internal forces (the (...) words within the text themselves), external forces (the resources brought to challenge the definition of words), and lateral forces (the merit of such challenges). We tested part of this conceptualisation with 26 participants by investigating agreement in paired annotators. Five key findings emerged. First, agreement on which words are open-texture within a legal text is possible and statistically significant. Second, agreement is even high at an average inter-rater reliability of 0.7 (Cohen’s kappa). Third, when there is agreement on the words, agreement on the Open-Texture Value is high. Fourth, there is a dependence between the Open-Texture Value and reasons invoked behind open-texture. Fifth, involving only four annotators can yield similar results compared to involving twenty more when it comes to only flagging clauses containing open-texture. We conclude the article by discussing limitations of our experiment and which remaining questions in real life cases are still outstanding. (shrink)

Much of the recent scholarship on the problem of political accountability in Africa leans toward the proposition that it is largely a post-colonial phenomenon that was caused by the destruction of the democratic institutions that were inherited by Africa's political elites. By replacing the democratic institutions they inherited from European colonial powers with quasi-democratic and downright despotic structures, it is argued that African elites became increasingly unaccountable and, in the process, destroyed their otherwise robust economies and impoverished the vast majority (...) of their citizens. In reality, however, the problem of political accountability in Africa is far more complex than that in its origins, character and manifestations. This paper critically examines notions and models of political accountability to demonstrate that the sources of the problem of accountability in Africa are both domestic and external. I argue that, contrary to widespread perception that African states suffer from impunity and lack of accountability, African governments have demonstrated a remarkable degree of responsiveness or accountability in their external relations while remaining virtually unaccountable to their own citizens. Therefore, the solution to the problem of political accountability in Africa should include a combination of internal reforms as well as the concerted support of the international community to generate a robust and sustained demand for accountability of African governments to their citizens. (shrink)

The basic thesis of this essay is that the progressive development of any discipline is propelled by incessant constructive criticisms, creative emendation and articulate reconstruction of established positions and received opinions in the discipline. Accordingly, the essay argues that the method and canons of Conversational Philosophy are very significant to the progressive development of African philosophy. This is because they are fundamentally articulated to promote the constructive criticism, creative emendation, and articulate reconstruction of established positions or received opinions in African (...) philosophy. It buttresses this point using Mesembe Edet’s conversation with Innocent Onyewuenyi on the question of the African belief on reincarnation. This choice stems from the explicit admittance of Edet that his conversation with Onyewuenyi adopts the method of conversationalism and the method of conversationalism is undergirded by the canons of CP. Specifically, this essay explicates how the conscious adoption of conversationalism and adherence to the canons of CP enabled Edet to engage Onyewuenyi in a very critical and creative conversation on the African belief in reincarnation which eventually led to a novel reconceptualization of reincarnation in African philosophy. It unveils the significance of conversationalism and the canons of CP in practice. It is therefore a conversational, expository and argumentative essay. Keywords : Conversationlism, Conversational Philosophy, Interrogative theory, Onyewuenyi, Reincarnation. (shrink)

W. V. Quine stands out as one of the foremost figures of twentieth-century analytic philosophy. This chapter aims to show that a significant part of his work’s enduring value lies in its contribution to metametaphysics, which will include showing how some more contentious aspects of Quine’s thought can be seen as indispensable to it; we will problematise the widespread belief that one can isolate basic elements of Quine’s metametaphysics without eroding their warrant. -/- §1 introduces the broad context. §2 examines (...) Quine’s most clearly metametaphysical work (and the desired backdrop for many analytic philosophers): ‘On what there is’. Finding the story incomplete here, we explore other elements of Quine’s corpus in turn. §3 analyses the nascent naturalism evident in ‘Two dogmas of empiricism’, §4 explores how the principle of charity becomes significant in Word & Object, and §5 shows how the eponymous principle of ‘Ontological relativity’ aims to defuse the puzzles of indeterminacy. In the process we will see how Quine’s concerns stemming from naturalism in general, and from the problems of indeterminacy in particular, make it hard to separate the basic picture from his more controversial fullblown approach – hard, that is, to avoid ontological relativity. This is bad news for those wishing to use Quine as a neutral backdrop to analytic metaphysical debate, but good news for those who value the distinctive philosophical tradition within which Quine’s work is a key development. (shrink)

I discuss some of the speculations proposed by Stewart ( 2010a ). These include the following propositions: the cooperation at larger and larger scales, the existence of larger scale processes, the enhancement of the tuning as the universe cycle repeats, the transmission between universes and the motivations to produce a new universe.

Daniel C. Dennett is a brilliant polemicist, famous for challenging unexamined orthodoxies. Over the last thirty years, he has played a major role in expanding our understanding of consciousness, developmental psychology, and evolutionary theory. And with such groundbreaking, critically acclaimed books as Consciousness Explained and Darwin's Dangerous Idea (a National Book Award and Pulitzer Prize finalist), he has reached a huge general and professional audience. In this new book, Dennett shows that evolution is the key to resolving the ancient problems (...) of moral and political freedom. Like the planet's atmosphere on which life depends, the conditions on which our freedom depends had to evolve, and like the atmosphere, they continue to evolve-and could be extinguished. According to Dennett, biology provides the perspective from which we can distinguish the varieties of freedom that matter. Throughout the history of life on this planet, an interacting web and internal and external conditions have provided the frameworks for the design of agents that are more free than their parts-from the unwitting gropings of the simplest life forms to the more informed activities of animals to the moral dilemmas that confront human beings living in societies. As in his previous books, Dennett weaves a richly detailed narrative enlivened by analogies as entertaining as they are challenging. Here is the story of how we came to be different from all other creatures, how our early ancestors mindlessly created human culture, and then, how culture gave us our minds, our visions, our moral problems-in a nutshell, our freedom. (shrink)

Jan Greben criticized fine-tuning by taking seriously the idea that “nature is quantum mechanical”. I argue that this quantum view is limited, and that fine-tuning is real, in the sense that our current physical models require fine-tuning. Second, I examine and clarify many difficult and fundamental issues raised by Rüdiger Vaas’ comments on Cosmological Artificial Selection.

There is currently a gap between assessment and intervention in the literature concerned with climate change and food. While intervention is local and context dependent, current assessments are usually global and abstract. Available assessments are useful for understanding the scale of the effects of climate change and they are ideal for motivating arguments in favor of mitigation and adaptation. However, adaptation projects need assessments that can provide data to support their efforts. This requires the adoption of a more local and (...) context-sensitive approach to assessments. I suggest that Community-Based Participatory Research has the potential to be a tool for such an approach. (shrink)

Through the use of such "folk" concepts as belief, desire, intention, and expectation, Daniel Dennett asserts in this first full scale presentation of...

Este artículo presenta una figura clave del humanismo político. Brunetto Latini surge de un ambiente intelectual laico cuyo auge se debe a la consolidación de un ámbito político autónomo, la ciudad. La progresiva apertura del poder a un amplio espectro de ciudadanos plantea un cambio en la práctica política cotidiana. La burguesía florentina, artífice de un crecimiento económico sin precedentes, aporta nuevas reglas al juego político e intenta legitimarlas ante los ojos de los mayores actores políticos de Europa. Brunetto Latini (...) interviene en este proceso aportando un hábeas teórico en la frágil república florentina que establece las bases éticas y prácticas del vivere civile. Su obra enciclopédica se alimenta de las diversas tradiciones intelectuales con las cuales estuvo en contacto, y muestra un interés inusual por los pensadores antiguos. Latini redacta en lenguas romances y vulgariza por vez primera la Ética Nicomáquea de Aristóteles y el De inventione de Cicerón. La memoria florentina le recuerda como el maestro de toda una generación. Entre sus alumnos destacamos a Dante Alighieri, quien dedicaría a su maestro un Canto del Inferno. (shrink)

Brooks convincingly makes the case that the current arguments for climate mitigation and adaptation fail. Each of the arguments discussed by Brooks appeals to end-state solutions that are some combination of poorly defined, inadequate, inappropriate, or are impossible. Thus, those arguments provide us with relatively limited guidance regarding what we should do about climate change. I hope to extend Brooks’ article by providing a rough sketch of how we might think about responding to climate change that does not depend upon (...) achieving a particular end state. (shrink)

Data about flow rate, fishing intensity, and expenditures made by anglers can be used to capture some of the recreational value of waterways in economic terms in a way that avoids a number of the weaknesses of the most commonly used tools such as the contingent valuation method. Furthermore, recreational fishing may spur more economic activity than competing uses of riverine flows such as agriculture. This suggests that potential opportunity cost in regards to recreation ought to be a factor considered (...) in management decisions. (shrink)