To commemorate 40 years since the founding of the Journal of Business Ethics, the editors in chief of the journal have invited the editors to provide commentaries on the future of business ethics. This essay comprises a selection of commentaries aimed at creating dialogue around the theme Ethics at the centre of global and local challenges. For much of the history of the Journal of Business Ethics, ethics was seen within the academy as a peripheral aspect of business. However, in (...) recent years, the stakes have risen dramatically, with global and local worlds destabilized by financial crisis, climate change, internet technologies and artificial intelligence, and global health crises. The authors of these commentaries address these grand challenges by placing business ethics at their centre. What if all grand challenges were framed as grand ethical challenges? Tanusree Jain, Arno Kourula and Suhaib Riaz posit that an ethical lens allows for a humble response, in which those with greater capacity take greater responsibility but remain inclusive and cognizant of different voices and experiences. Focussing on business ethics in connection to the grand challenge of environmental emergencies, Steffen Böhm introduces the deceptively simple yet radical position that business is nature, and nature is business. His quick but profound side-step from arguments against human–nature dualism to an ontological undoing of the business–nature dichotomy should have all business ethics scholars rethinking their “business and society” assumptions. Also, singularly concerned with the climate emergency, Boudewijn de Bruin posits a scenario where, 40 years from now, our field will be evaluated by its ability to have helped humanity emerge from this emergency. He contends that Milieudefensie v. Royal Dutch Shell illustrates how human rights take centre stage in climate change litigation, and how business ethics enters the courtroom. From a consumer ethics perspective, Deirdre Shaw, Michal Carrington and Louise Hassan argue that ecologically sustainable and socially just marketplace systems demand cultural change, a reconsideration of future interpretations of “consumer society”, a challenge to the dominant “growth logic” and stimulation of alternative ways to address our consumption needs. Still concerned with global issues, but turning attention to social inequalities, Nelarine Cornelius links the capability approach to global and corporate governance, arguing that CA will continue to lie at the foundation of human development policy, and, increasingly, CSR and corporate governance. Continuing debate on the grand challenges associated with justice and equality, Laurence Romani identifies a significant shift in the centrality of business ethics in debates on managing differences, positing that dialogue between diversity management and international management can ground future debate in business ethics. Finally, the essay concludes with a commentary by Charlotte Karam and Michelle Greenwood on the possibilities of feminist-inspired theories, methods, and positionality for many spheres of business ethics, not least stakeholder theory, to broaden and deepen its capacity for nuance, responsiveness, and transformation. In the words of our commentators, grand challenges must be addressed urgently, and the Journal of Business Ethics should be at the forefront of tackling them. (shrink)

Charlotte Wolff was born in Riesenburg, West Prussia into a middle-class Jewish family. She studied philosophy and then medicine at several German universities, completing her doctorate in Berlin in 1926. Working in various institutions over the next few years, she was also interested in psychotherapy and had a small private medical and psychotherapeutic practice. In 1933 she was forced to leave Germany because of the Nazi regime, and settled for a few years in Paris. As a German refugee she (...) was unable to practice medicine, so she began her research into the correlation between hand traits and personality. In 1936 she went to London to continue her research work and lived there until her death. An active lesbian from an early age, her later research turned to sexology and her writing on lesbianism and bisexuality were influential early works in the field. This is a great opportunity to rediscover her early work, including her first autobiography. (shrink)

On the observational equivalence of continuous-time deterministic and indeterministic descriptions Content Type Journal Article Pages 193-225 DOI 10.1007/s13194-010-0011-5 Authors Charlotte Werndl, Department of Philosophy, Logic and Scientific Method, London School of Economics, Houghton Street, London, WC2A 2AE UK Journal European Journal for Philosophy of Science Online ISSN 1879-4920 Print ISSN 1879-4912 Journal Volume Volume 1 Journal Issue Volume 1, Number 2.

Several quantitative studies (e.g. Kidd & Castano, 2013a; Djikic et al., 2013) have shown a positive correlation between literary reading and empathy. However, the literary nature of the stimuli used in these studies has not been defined at a more detailed, stylistic level. In order to explore the stylistic underpinnings of the hypothesized link between literariness and empathy, we conducted a qualitative experiment in which the degree of stylistic foregrounding was manipulated. Subjects (N = 37) read versions of Katherine Mansfield's (...) 'The Fly', a short story rich in foregrounding, while marking striking and evocative passages of their choosing. Afterwards, they were asked to select three markings and elaborate on their experiences in writing. One group read the original story, while the other read a 'non-literary' version, produced by an established author of suspense fiction for young adults, where stylistic foregrounding was reduced. We found that the non-literary version elicited significantly more (p < 0.05) explicitly empathic responses than the original story. This finding stands in contradiction to widely accepted assumptions in recent research, but can be assimilated in alternative models of literariness and affect in literary reading (e.g. Cupchik et al., 1998). We present an analysis of the data with a view to offering more than one interpretation of the observed effects of stylistic foregrounding. (shrink)

Reorienting the Political examines the reception of two controversial German philosophers, Carl Schmitt and Leo Strauss, in the Chinese-speaking world. This volume explores the powerful resonance of both thinkers in Chinese political thought from a cross-cultural and interdisciplinary perspective.

Every year medical researchers make contact with a large number of cancer survivors with the aim of evaluating cancer treatment. For this reason we decided to investigate how Swedish cancer survivors perceived their participation in research studies focusing on the long-term consequences of being a survivor of gynaecological or urinary bladder cancer. Data were collected by means of two study-specific postal questionnaires, both consisting of questions covering physical symptoms, well-being and the experience of being a cancer survivor. Both questionnaires also (...) included questions evaluating the participants’ experience of being research subjects. The questionnaires were developed in close co-operation with cancer survivors. The study population consisted of 1068 cancer survivors. Of these, 95% (n=1003) reported that they thought the study was valuable and 54% (n=559) that they had been positively affected by participating. Four per cent (n=39) expressed that they had been negatively affected by their participation in the study. The vast majority of the cancer survivors thought that participating in their particular study was valuable. (shrink)

The inconsistency between pro-environmental attitudes and behaviours, known as the “attitude-behaviour” gap, is exceptionally pronounced in scenarios associated with “green” choice. The current literature offers numerous explanations for the reasons behind the “attitude-behaviour” gap, however, the generalisability of these explanations is complex. In addition, the answer to the question of whether the gap occurs between attitudes and intentions, or intentions and behaviours is also unknown. In this study, we propose the moral dimension as a generalisable driver of the “attitude-behaviour” gap (...) and investigate its effectiveness in predicting attitudes, pro-environmental intentions and subsequent behaviours. We do so by using Hunt–Vitell’s moral philosophy-based framework of ethical decision-making, which conceptualises morality as the central decision-making parameter. The results from 557 US MTurk participants revealed that the manipulation of moral dimensions, specifically deontology and teleology, impacted ethical evaluation of presented dilemmas, however, failed to translate into subsequent intentions and behaviours. This finding suggests (i) that the moral dimension has an effect in shaping attitudes toward environmental issues, and (ii) that gap occurs between attitudes and intentions rather than intentions and behaviours. Further investigation of what strengthens and/or overrides the effects of the moral dimension would help understand the reasons why moral attitudes do not always translate into subsequent intentions and behaviours in the pro-environmental domain. (shrink)

Researchers from diverse disciplines, including organismal and cellular physiology, sports science, human nutrition, evolution and ecology, have sought to understand the causes and consequences of the surprising variation in metabolic rate found among and within individual animals of the same species. Research in this area has been hampered by differences in approach, terminology and methodology, and the context in which measurements are made. Recent advances provide important opportunities to identify and address the key questions in the field. By bringing together (...) researchers from different areas of biology and biomedicine, we describe and evaluate these developments and the insights they could yield, highlighting the need for more standardisation across disciplines. We conclude with a list of important questions that can now be addressed by developing a common conceptual and methodological toolkit for studies on metabolic variation in animals. (shrink)

Coral bleaching has impacted reefs worldwide and the predictions of near‐annual bleaching from over two decades ago have now been realized. While technology currently provides the means to predict large‐scale bleaching, predicting reef‐scale and within‐reef patterns in real‐time for all reef users is limited. In 2020, heat stress across the Great Barrier Reef underpinned the region's third bleaching event in 5 years. Here we review the heterogeneous emergence of bleaching across Heron Island reef habitats and discuss the oceanographic drivers that (...) underpinned variable bleaching emergence. We do so as a case study to highlight how reef end‐user groups who engage with coral reefs in different ways require targeted guidance for how, and when, to alter their use of coral reefs in response to bleaching events. Our case study of coral bleaching emergence demonstrates how within‐reef scale nowcasting of coral bleaching could aid the development of accessible and equitable bleaching response strategies on coral reefs. Also see the video abstract here: https://youtu.be/N9Tgb8N-vN0. (shrink)

Background The first COVID-19 wave started in February 2020 in France. The influx of patients requiring emergency care and high-level technicity led healthcare professionals to fear saturation of available care. In that context, the multidisciplinary Ethics- Support Cell (EST) was created to help medical teams consider the decisions that could potentially be sources of ethical dilemmas. Objectives The primary objective was to prospectively collect information on requests for EST assistance from 23 March to 9 May 2020. The secondary aim was (...) to describe the Cell’s functions during that period. Research design This observational, real-time study of requests for Cell consultations concerned ethical dilemmas arising during a public health crisis. The EST created a grid to collect relevant information (clinical, patient’s/designated representative’s preferences and ethical principles strained by the situation), thereby assuring that each EST asked the same questions, in the same order. Participants and research context Only our university hospital’s clinicians could request EST intervention. Ethical considerations The hospital Research Ethics Committee approved this study (no. CER-2020-107). The patient, his/her family, or designated representative was informed of this ethics consultation and most met with EST members, which enabled them to express their preferences and/or opposition. Findings/results 33 requests (patients’ mean age: 80.8 years; 29 had COVID-19: 24 with dyspnea, 30 with comorbidities). 17 Emergency Department solicitations concerned ICU admission, without reference to resource constraints; others addressed therapeutic proportionality dilemmas. Discussion Intervention-request motives concerned limited resources and treatment intensity. Management revolved around three axes: the treatment option most appropriate for the patient, the feasibility of implementation, and dignified care for the patient. Conclusions COVID-19 crisis forced hospitals to envisage prioritization of ICU access. Established decision-making criteria and protocols do not enable healthcare professionals to escape ethical dilemmas. That acknowledgement highlights ethical risks, enhances the added-value of nursing and encourages all players to be vigilant to pursue collective deliberations to achieve clear and transparent decisions. (shrink)

The central question of this paper is: are deterministic and indeterministic descriptions observationally equivalent in the sense that they give the same predictions? I tackle this question for measure-theoretic deterministic systems and stochastic processes, both of which are ubiquitous in science. I first show that for many measure-theoretic deterministic systems there is a stochastic process which is observationally equivalent to the deterministic system. Conversely, I show that for all stochastic processes there is a measure-theoretic deterministic system which is observationally equivalent (...) to the stochastic process. Still, one might guess that the measure-theoretic deterministic systems which are observationally equivalent to stochastic processes used in science do not include any deterministic systems used in science. I argue that this is not so because deterministic systems used in science even give rise to Bernoulli processes. Despite this, one might guess that measure-theoretic deterministic systems used in science cannot give the same predictions at every observation level as stochastic processes used in science. By proving results in ergodic theory, I show that also this guess is misguided: there are several deterministic systems used in science which give the same predictions at every observation level as Markov processes. All these results show that measure-theoretic deterministic systems and stochastic processes are observationally equivalent more often than one might perhaps expect. Furthermore, I criticise the claims of the previous philosophy papers Suppes (1993, 1999), Suppes and de Barros (1996) and Winnie (1998) on observational equivalence. (shrink)

This book uses the body to peel back the layers of time and taken-for-granted ideas about the two defining political forms of modernity, the state and the subject of rights. It traces, under the lens of the body, how the state and the subject mutually constituted each other since their original crafting in the seventeenth century. Considering multiple sites of theory and practice, Charlotte Epstein analyses the fundamental rights to security, liberty, and property respectively as the initial knots where (...) the state-subject relation was first sealed. (shrink)

Cet ouvrage est une réédition numérique d’un livre paru au XXe siècle, désormais indisponible dans son format d’origine.

Aristotle's defense of Dunamis -- Power and potentiality -- Rational and nonrational powers -- The priority of actuality -- Ontological hierarchy, normativity, and gender.

In cases of complicity in one’s own unfreedom and in structural injustice, it initially appears that agents are only vicariously responsible for their complicity because of the roles circumstantial and constitutive luck play in bringing about their complicity. By drawing on work from the phenomenological tradition, this paper rejects this conclusion and argues for a new responsive sense of agency and responsibility in cases of complicity. Highlighting the explanatory role of stubbornness in cases of complicity, it is argued that although (...) agents may only be vicariously responsible for becoming complicit, they can be held more directly responsible for entrenching their complicity. The complicit agent is responsible for their complicity to the extent that they fail to take responsibility for it. (shrink)

Problematic substance use (PSU) among nurses has wide‐ranging adverse implications. A critical integrative literature review was conducted with an emphasis on building knowledge regarding the influence of structural factors within nurses' professional environments on nurses with PSU. Five thematic categories emerged: (i) access, (ii) stress, and (iii) attitudes as contributory factors, (iv) treatment policies for nurses with PSU, and (v) the culture of the nursing profession. Conclusions were that an overemphasis on individual culpability and failing predominates in the literature and (...) that crucial knowledge gaps exist regarding the influence of structural factors on driving and shaping nurses' substance use. (shrink)

There are results which show that measure-theoretic deterministic models and stochastic models are observationally equivalent. Thus there is a choice between a deterministic and an indeterministic model and the question arises: Which model is preferable relative to evidence? If the evidence equally supports both models, there is underdetermination. This paper first distinguishes between different kinds of choice and clarifies the possible resulting types of underdetermination. Then a new answer is presented: the focus is on the choice between a Newtonian deterministic (...) model supported by indirect evidence from other Newtonian models which invoke similar additional assumptions about the physical systems and a stochastic model that is not supported by indirect evidence. It is argued that the deterministic model is preferable. The argument against underdetermination is then generalised to a broader class of cases. Finally, the paper criticises the extant philosophical answers in relation to the preferable model. Winnie’s (1998) argument for the deterministic model is shown to deliver the correct conclusion relative to observations which are possible in principle and where there are no limits, in principle, on observational accuracy (the type of choice Winnie was concerned with). However, in practice the argument fails. A further point made is that Hoefer’s (2008) argument for the deterministic model is untenable. (shrink)

Charlotte Sabourin | : Cet article vise à souligner l’importance du rôle joué par la conception kantienne des Lumières dans la Critique de la raison pure. On verra en effet que la connaissance de soi au coeur du projet critique gagne à être comprise en relation avec l’idée de penser par soi-même. Cette connaissance de soi dévoile cependant certaines erreurs tenaces commises par la raison, qui doivent précisément être rectifiées sous peine de compromettre la liberté de penser. La conception (...) kantienne des Lumières nous permettra ainsi de faire sens de la nature réflexive de l’entreprise critique. | : The aim of this paper is to show that the Kantian conception of enlightenment plays an important role in the Critique of Pure Reason. I will show that the self-knowledge central to Kant’s critical philosophy can be better understood by considering it in relation with the idea of thinking for oneself. Moreover, this self-knowledge reveals some deep-rooted errors made by pure reason that must be rectified in order not to compromise freedom of thought. I will thus use Kant’s conception of enlightenment to make sense of the reflexive nature of the critical project. (shrink)

First published in 1999. Routledge is an imprint of Taylor & Francis, an informa company.

Section I: Introduction -- Section II: Managing organizational pluralism: how individuals navigate moral contradictions and compromise -- Section III: Looking at organizations critically: rhetoric, justification and criticism-as-practice -- Section IV: Reconsidering valuation and evaluation in organizations -- Section V: Pushing the boundaries of pragmatic sociology's theoretical agenda.

After launching his career with the 1947 publication of his dissertation, _Occidental Eschatology_, Jacob Taubes spent the early years of his career as a fellow and then professor at various American institutions, including Harvard, Princeton, and Columbia. During his American years, he also gathered together a number of prominent thinkers at his weekly seminars on Jewish intellectual history. In the mid-60s, Taubes joined the faculty of the Free University in West Berlin, initially as the city's first Jewish Studies professor of (...) the postwar period. But his work and interest expanded beyond the boundaries of the field of Jewish Studies to broader philosophical questions, particularly in the philosophy of religion. A charismatic speaker and a great polemicist, Taubes had a phenomenal ability to create interdisciplinary conversations in the humanities, engaging scholars from philosophy, literature, theology, and intellectual history. The essays presented here represent the fruit of conversations, conferences, and workshops that he organized over the course of his career. (shrink)

The Metaphysics of Gender is a book about gender essentialism: what it is and why it might be true.

We are all immersed in a sea of social norms, but they are sometimes tricky to observe with any clarity. They are often invisible to us and emerge only when they are not observed. Social norms are important to understand because they are both limiting of our freedom, such as gendered and racialized norms, and at the same time the very conditions of our agency. Social Goodness presents an original, externalist answer to the question of the source or origin of (...) social role normativity. Rather than grounding social normativity in the attitudes of persons, the book argues for an externalism that roots social role normativity in the social world itself: in its positions, institutions, and larger architecture. The core insight of externalism is that the function or structural feature of an enterprise or activity can bring with it normative demands quite independently of the attitudes of those who engage with it. According to the artisanal model, just as a carpenter, ceramicist, or chef is responsive to and evaluable under a set of artisanal norms or techniques, so too is a mother and or an academic or a President. The source of normativity is this technique or expertise, independent of the preferences, endorsements, or recognitive attitudes of individuals. The artisanal model for social role normativity has resources to explain both the "stickiness" or persistence of social norms and our ability to criticize existing norms and to engage in normative self-creation--to create new normative selves. The artisanal model also has resources to capture and express the social situatedness, locality, and materiality of social roles. The relational ontology of social roles, implicit in the artisanal model, provides a useful frame to consider both hierarchical and oppressive social relations. (shrink)

* INTRODUCTION This book seeks to add dimension to our understanding of Greek Skepticism by concentrating attention on a particular area that is of ...

In a criminal trial, a judge or jury needs to reason about what happened based on the available evidence, often including statistical evidence. While a probabilistic approach is suitable for analysing the statistical evidence, a judge or jury may be more inclined to use a narrative or argumentative approach when considering the case as a whole. In this paper we propose a combination of two approaches, combining Bayesian networks with scenarios. Whereas a Bayesian network is a popular tool for analysing (...) parts of a case, constructing and understanding a network for an entire case is not straightforward. We propose an explanation method for understanding a Bayesian network in terms of scenarios. This method builds on a previously proposed construction method, which we slightly adapt with the use of scenario schemes for the purpose of explaining. The resulting structure is explained in terms of scenarios, scenario quality and evidential support. A probabilistic interpretation of scenario quality is provided using the concept of scenario schemes. Finally, the method is evaluated by means of a case study. (shrink)

This study explored the perceptions of ethics among long-term care employees (N275) in order to test two hypotheses. A cohort cross-sectional survey examined employees’ perceptions of an ethics environment, racial-ethnic, and position disparities (HO1; ANOVA), and, secondarily, ethics in relationship to select, research-grounded work features measured as manage disagreements, effectiveness, work satisfaction, and opinions of care, the latter including intention to remain (HO2; Pearson Correlations). Established questionnaires with robust psychometrics were employed. Response rate was 51%. Non-significant differences between sample and (...) population on key variables supported extrapolation of results. Statistically significant differences between racial–ethnic (p < 0.03; F 2.42) and work positions (p <0.0001; F 6.24) were revealed on ethics (3.16; HO1). Statistically significant relationships (p <0.0001; r = 0.26–0.68; HO2) between ethics and employees’ work features also were found, confirming both hypotheses. Perceptions of ethics based on racial-ethnic and position disparities, as well as the robust links with employee work features, offered potential avenues for decreasing disparities at work and improving the quality of long-term care. Noted further on ethics item scoring were relatively low scores indicating less involvement in, and access to, ethics discussions and decisions. In contrast, the literature review substantiated the importance of empowerment and retention, which were enhanced by employee involvement in work, notably, discussions and decisions. Thus, implications of ethics committees in long-term care sites as ways to potentially enhance employees’ work and quality of care, especially work satisfaction and retention, were explored; relevant concerns raised by the Covid pandemic were, briefly, discussed. (shrink)

Emotion differentiation has generally been viewed as a trait that is related to emotion regulation and well-being. There are theoretical considerations that state that the beneficial effect on well...

This article examines initial-condition dependence and initial-condition uncertainty for climate projections and predictions. The first contribution is to provide a clear conceptual characterization of predictions and projections. Concerning initial-condition dependence, projections are often described as experiments that do not depend on initial conditions. Although prominent, this claim has not been scrutinized much and can be interpreted differently. If interpreted as the claim that projections are not based on estimates of the actual initial conditions of the world or that what makes (...) projections true are conditions in the world, this claim is true. However, it can also be interpreted as the claim that simulations used to obtain projections are independent of initial-condition ensembles. This article argues that evidence does not support this claim. Concerning initial-condition uncertainty, three kinds of initial-condition uncertainty are identified. The first is the uncertainty associated with the spread of the ensemble simulations. The second arises because the theoretical initial ensemble cannot be used in calculations and has to be approximated by finitely many initial states. The third uncertainty arises because it is unclear how long the model should be run to obtain potential initial conditions at pre-industrial times. Overall, the discussion shows that initial-condition dependence and uncertainty in climate science are more complex and important issues than usually acknowledged. 1Introduction2Projections and Predictions 2.1Predictions2.2Projections3Initial-Condition Dependence 3.1Projections 3.1.1Dynamical conditions justifying independence of initial conditions?3.1.2What projections can and cannot provide3.2Predictions4Initial-Condition Uncertainty 4.1Projections4.2Predictions5ConclusionAppendix. (shrink)

Childhood cancers are life-threatening diseases that affect the whole family. During the treatment moral situations might arise. Research on how parents perceive moral challenges in childhood cancer care is sparse. The aim was to explore parents’ main concern, and how they deal with their main concern, when facing moral challenges in childhood cancer care. Data collection included focus group interviews with parents. The data analysis was carried out according to a classical theory and revealed the core category “Sheltering in chaos”. (...) The strategies to handle the main concern included “To bring the child through a life-saving trajectory” by “Balancing control” and “Deliberating of suffering. The consequences included feelings of being “Torn between roles”. “Familiarity” emerged as a facilitating factor to handle moral challenges. The results indicate that parents are torn between different roles, and that the care experience is improved through familiarity with the healthcare professionals. The following findings may inspire new ways of offering moral support to families in childhood cancer care. (shrink)

In the current paper, our aim is to explore the latent power dynamics surrounding corporate social responsibility in developing countries. To do this, we synthesize an analytic framework that borrows from both cross-cultural management literature as well as feminist considerations of power. We then use the framework to examine three streams of CSR literature. Our analysis uncovers the prevalence of arguments and discussions about indigenous and power-over themes rather than more generative, endogenous, and power-to themes. The paper concludes with the (...) suggestion for more space in the CSR literature for examining the realities and potentialities of local SME CSR expressions to counterbalance the overwhelming focus on MNCs. Such counterbalancing can better lead to the recognition that power and domination are not the only important dynamics to examine in CSR research. Just as important is the need for a more nuanced consideration of the role and contributions of different actors to the continuously unfolding CSR discourse. (shrink)

In Boltzmannian statistical mechanics macro-states supervene on micro-states. This leads to a partitioning of the state space of a system into regions of macroscopically indistinguishable micro-states. The largest of these regions is singled out as the equilibrium region of the system. What justifies this association? We review currently available answers to this question and find them wanting both for conceptual and for technical reasons. We propose a new conception of equilibrium and prove a mathematical theorem which establishes in full generality (...) -- i.e. without making any assumptions about the system's dynamics or the nature of the interactions between its components -- that the equilibrium macro-region is the largest macro-region. We then turn to the question of the approach to equilibrium, of which there exists no satisfactory general answer so far. In our account, this question is replaced by the question when an equilibrium state exists. We prove another -- again fully general -- theorem providing necessary and sufficient conditions for the existence of an equilibrium state. This theorem changes the way in which the question of the approach to equilibrium should be discussed: rather than launching a search for a crucial factor, the focus should be on finding triplets of macro-variables, dynamical conditions, and effective state spaces that satisfy the conditions of the theorem. (shrink)

In the development of governmental policy for artificial intelligence that is informed by ethics, one avenue currently pursued is that of drawing on “AI Ethics Principles”. However, these AI Ethics Principles often fail to be actioned in governmental policy. This paper proposes a novel framework for the development of ‘Actionable Principles for AI’. The approach acknowledges the relevance of AI Ethics Principles and homes in on methodological elements to increase their practical implementability in policy processes. As a case study, elements (...) are extracted from the development process of the Ethics Guidelines for Trustworthy AI of the European Commission’s “High Level Expert Group on AI”. Subsequently, these elements are expanded on and evaluated in light of their ability to contribute to a prototype framework for the development of 'Actionable Principles for AI'. The paper proposes the following three propositions for the formation of such a prototype framework: preliminary landscape assessments; multi-stakeholder participation and cross-sectoral feedback; and, mechanisms to support implementation and operationalizability. (shrink)

Many examples of calibration in climate science raise no alarms regarding model reliability. We examine one example and show that, in employing Classical Hypothesis-testing, it involves calibrating a base model against data that is also used to confirm the model. This is counter to the "intuitive position". We argue, however, that aspects of the intuitive position are upheld by some methods, in particular, the general Cross-validation method. How Cross-validation relates to other prominent Classical methods such as the Akaike Information Criterion (...) and Bayesian Information Criterion is also discussed. (shrink)