The Precautionary Principle is typically construed as a conservative decision rule aimed at preventing harm. But Martin Peterson (JME 33: 5–10, 2007; The ethics of technology: A geometric analysis of five moral principles, Oxford University Press, Oxford, 2017) has argued that the principle is better understood as an epistemic rule, guiding decision-makers in forming beliefs rather than choosing among possible acts. On the epistemic view, he claims there is a principle concerning expert disagreement underlying precautionary-based reasoning (...) called the ecumenical principle: all expert views should be considered in a precautionary appraisal, not just those that are the most prominent or influential. In articulating the doxastic commitments of decision-makers under this constraint, Peterson precludes any probabilistic rule that might result in combining expert opinions. For combined or consensus probabilities are likely to provide decision-makers with information that is more precise than warranted. Contra Peterson, I argue that upon adopting a broader conception of probability, there is a probabilistic rule, under which expert opinions are combined, that is immune to his criticism and better represents the ecumenical principle. (shrink)

Large-scale social media services have been challenged due to their lack of ethical principles, which has resulted in allegations of user manipulation such as propagation of fake news related to COVID-19 vaccination and biased algorithmic curations that lead to social polarization. We studied current social media community guidelines and conducted a systematic literature review to identify the core values needed for the establishment of guidelines for responsible social media services. Through expert interviews, a framework and guidelines are proposed for (...) each of three areas: protecting privacy, raising awareness, and controlling abuse. We present each set of guidelines with executable principles and relevant design interventions that practitioners can use to offer responsible social media services. Our expert interviews surfaced tensions between the three areas that need to be addressed in developing responsible social media, such as privacy vs. sharing information, pseudonymity vs. safety, and spreading information vs. safety. (shrink)

Expert testimony figures in recent debates over how best to understand the norm of assertion and the domain-specific epistemic expectations placed on testifiers. Cases of experts asserting with only isolated second-hand knowledge (Lackey 2011, 2013) have been used to shed light on whether knowledge is sufficient for epistemically permissible assertion. I argue that relying on such cases of expert testimony introduces several problems concerning how we understand expert knowledge, and the sharing of such knowledge through testimony. Refinements (...) are needed to clarify exactly what principles are being tested by such cases; but once refined, such cases raise more questions than they answer. (shrink)

Alvin Goldman has criticized the idea that, when evaluating the opinions of experts who disagree, a novice should “go by the numbers”. Although Goldman is right that this is often a bad idea, his argument involves an appeal to a principle, which I call the non-independence principle, which is not in general true. Goldman's formal argument for this principle depends on an illegitimate assumption, and the examples he uses to make it seem intuitively plausible are not convincing. (...) The failure of this principle has significant implications, not only for the issue Goldman is directly addressing, but also for the epistemology of rumors, and for our understanding of the value of epistemic independence. I conclude by using the economics literature on information cascades to highlight an important truth which Goldman's principle gestures toward, and by mounting a qualified defense of the practice of going by the numbers. (shrink)

In this paper I analyze four so-called “principles of expertise”; that is, good epistemic practices that are normatively motivated by the epistemological literature on expert judgment. I highlight some of the problems that the four principles of expertise run into, when we try to implement them in concrete contexts of application (e.g. in science committees). I suggest some possible alternatives and adjustments to the principles, arguing in general that the epistemology of expertise should be informed both by case studies (...) and by the literature on the use of experts in science practice. (shrink)

_GPs serve in a double role of treatment provider and expert in certain social insurance systems, such as the Norwegian one. Some physicians assert that the ethical obligations of the two roles conflict with each other. The objective of this article is to show that social insurance medical ethics, which are based on recognised principles of medical ethics, unite the physicians’ obligations associated with these roles. The method applied is a medical ethics conceptual analysis. The material consists of literature (...) on normative SIME. The study shows that SIME expands the role of the treatment provider to a wider societal context. Here, physicians should attempt to balance the perspectives of sympathy with empathy, as treatment providers, with the impartiality in their role as experts. Five principles of medical ethics are fundamental. Respect for human dignity is the overarching principle of medical ethics. The four others are nonmaleficence, beneficence, autonomy, and social justice. The article discusses two areas where it is asserted that the roles of treatment provider and expert conflict with each other: the application of beneficence and justice, and the duty of confidentiality versus the duty to provide information to the National Insurance service. The study concludes that there are no basic ethical conflicts between the two roles. The ethical problems that may arise when exercising this duality should be viewed in the same way as other ethical problems in medicine. Actual application and balancing of the principles may necessitate negotiations between patients and physicians. _ _Keywords_: dual roles, professionalism, deliberation, impartiality, medical principle ethics, values of welfare state. (shrink)

Principles of expert deference say that you should align your credences with those of an expert. This expert could be your doctor, the objective chances, or your future self, after you've learnt something new. These kinds of principles face difficulties in cases in which you are uncertain of the truth-conditions of the thoughts in which you invest credence, as well as cases in which the thoughts have different truth-conditions for you and the expert. For instance, you (...) shouldn't defer to your doctor by aligning your credence in the de se thought 'I am sick' with the doctor's credence in that same de se thought. Here, I generalise principles of expert deference to handle these kinds of problem cases. (shrink)

Alvin Goldman has criticized the idea that, when evaluating the opinions of experts who disagree, a novice should “go by the numbers”. Although Goldman is right that this is often a bad idea, his argument involves an appeal to a principle, which I call the non-independence principle, which is not in general true. Goldman's formal argument for this principle depends on an illegitimate assumption, and the examples he uses to make it seem intuitively plausible are not convincing. (...) The failure of this principle has significant implications, not only for the issue Goldman is directly addressing, but also for the epistemology of rumors, and for our understanding of the value of epistemic independence. I conclude by using the economics literature on information cascades to highlight an important truth which Goldman's principle gestures toward, and by mounting a qualified defense of the practice of going by the numbers. (shrink)

Complex systems are pervasive in the world around us. Making sense of a complex system should require that a person construct a network of concepts and principles about some domain that represents key (often dynamic) phenomena and their interrelationships. This raises the question of how expert understanding of complex systems differs from novice understanding. In this study we examined individuals' representations of an aquatic system from the perspective of structural (elements of a system), behavioral (mechanisms), and functional aspects of (...) a system. Structure–Behavior–Function (SBF) theory was used as a framework for analysis. The study included participants from middle school children to preservice teachers to aquarium experts. Individual interviews were conducted to elicit participants' mental models of aquaria. Their verbal responses and pictorial representations were analyzed using an SBF‐based coding scheme. The results indicated that representations ranged from focusing on structures with minimal understanding of behaviors and functions to representations that included behaviors and functions. Novices' representations focused on perceptually available, static components of the system, whereas experts integrated structural, functional, and behavioral elements. This study suggests that the SBF framework can be one useful formalism for understanding complex systems. (shrink)

This paper contributes to the project of articulating and defending the supra-Bayesian approach to judgment aggregation. I discuss three cases where a person is disposed to defer to two different experts, and ask how they should respond when they learn about the opinion of each. The guiding principles are that this learning should go by conditionalisation, and that they should aim to update on the evidence that the expert had updated on. But this doesn’t settle how the update on (...) pairs of experts should go, because we also need to know how the experts are related. I work through three examples showing how the results change given different prior beliefs about this relationship. (shrink)

Bryan Caplan’s The Myth of the Rational Voter turns, in two contrasting ways, on the role of experts. On the one hand, Caplan uses the opinions of economists as a benchmark for identifying error in public opinion, finding such error systematic and pervasive. On the other hand, in considering remedies, he largely discounts the ability of policymakers to use expert advice and their own expertise to resist misguided public pressure. Although Caplan’s use of expert opinion as a benchmark, (...) in principle, is acceptable, he overstates what we can conclude from that exercise with his data. There are, however, alternative grounds for a more tentative, yet broadly similar, assessment of the prevalence of error in mass opinion. (shrink)

Practical wisdom is the intellectual virtue that enables a person to make reliably good decisions about how, all-things-considered, to live. As such, it is a lofty and important ideal to strive for. It is precisely this loftiness and importance that gives rise to important questions about wisdom: Can real people develop it? If so, how? What is the nature of wisdom as it manifests itself in real people? I argue that we can make headway answering these questions by modeling wisdom (...) on expert skill. Presenting the main argument for this expert skill model of wisdom is the focus of this paper. More specifically, I’ll argue that wisdom is primarily the same kind of epistemic achievement as expert decision-making skill in areas such as firefighting. Acknowledging this helps us see that, and how, real people can develop wisdom. It also helps to resolve philosophical debates about the nature of wisdom. For example, philosophers, including those who think virtue should be modeled on skills, disagree about the extent to which wise people make decisions using intuitions or principled deliberation and reflection. The expert skill model resolves this debate by showing that wisdom includes substantial intuitive and deliberative and reflective abilities. (shrink)

As Hammond has argued, traditional explanations for disagreement among experts (incompetence, venality, and ideology) are inadequate. The character and fallibilities of the human judgement process itself lead to persistent disagreements even among competent, honest, and disinterested experts. Social Judgement Theory provides powerful methods for analysing such judgementally based disagreements when the experts' judgement processes can be represented by additive models involving the same cues. However, the validity and usefulness of such representations depend on several conditions: (a) experts must agree on (...) a problem definition, (b) experts must have access to the same information, and (c) experts must use the same organising principles. When these conditions are not met, methods for diagnosing and treating disagreement are poorly understood. As a start towards developing such an understanding, sources of expert disagreement are discussed and categorised. (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)

We resolve a useful formulation of the question how a statistician can coherently incorporate the information in a consulted expert’s probability assessment for an event into a personal posterior probability assertion. Using a framework that recognises the total information available as composed of units available only to each of them along with units available to both, we show: that a sufficient statistic for all the information available to both the expert and the statistician is the product of their (...) odds ratios in favour of the event; that the geometric mean of their two probabilities specifies a contour of pairs of assertions in the unit-square that yield the same posterior probability; that the information-combining function is parameterised by an unknown probability for the event conditioned only on the unspecified information common to both the statistician and the expert; and that an assessable mixing distribution over this unspecified probability allows an integrable mixture distribution to represent a computable posterior probability. The exact results allow the identification of the subclass of coherent probabilities that are externally Bayesian operators. This subclass is equivalent to the class of combining functions that honour the principles of uniformity and compromise. (shrink)

The standard principle of expert deference says that conditional on the expert’s credence in a proposition _A_ being _x_, your credence in _A_ ought to be _x_. The so-called Adams conditionalization is an attractive update rule in situations when learning experience prompts a shift in your conditional credences. In this paper, I show that, except in some trivial situations, when your prior conditional credence in _A_ obeys the standard principle of expert deference and then is (...) revised by Adams conditionalization in response to a shift in your conditional credence for a proposition _B_ given _A_, your posterior conditional credence in _A_ cannot continue to obey that principle, on pain of inconsistency. I explain why this tension between Adams conditionalization and the standard principle of expert deference is puzzling and why the option of rejecting the update rule appears problematic. Finally, I suggest that in order to avoid this inconsistency, we should abandon the standard principle of expert deference and think of an expert’s probabilistic opinion as a constraint on your posterior credence distribution rather than your prior one. (shrink)

Stephen Turner defends the sociopolitical role that experts—mainly but not only of the scientific kind—play in modern democratic society and explores means for increasing the rationality of their employment. Laudable though this is, at times Turner goes into more detail than democratic principles require; in his enthusiasm for rationality, he aims at levels of adequacy that are not always within the grasp of democracy.

Jeffrey Friedman’s Power Without Knowledge argues forcefully that there are inherent limitations to the predictability of human action, due to a circumstance he calls “ideational heterogeneity.” However, our resources for predicting human action somewhat reliably in the light of ideational heterogeneity have not been exhausted yet, and there are no in-principle barriers to progress in tackling the problem. There are, however, other strong reasons to think that disagreement among epistocrats is bound to persist, such that it will be difficult (...) to decide who has “the right answer” to a given technocratic problem. These reasons have to do with competing visions of the good society, fact/value entanglement, and the fragility of the facts of the social sciences. (shrink)

Kant challenges the well-worn view that practitioners do not need to rely on theory. He acknowledges that experts with a deep knowledge of theory may fail as practitioners both in technical matters, and in matters of morality and justice. However, since action-guiding theories are intended to shape rather than to fit the world, practitioners have no point of reference other than the theories or principles that they seek to enact. If theories of duty appear to offer too little guidance for (...) action, they should look for more rather than fewer principles, which will enable them to guide their practical judgement with greater, if still incomplete, specificity. Key Words: direction of fit • expertise • judgement • Kant • practice. (shrink)

Hubert Dreyfus argues that explicit thought disrupts smooth coping at both the level of everyday tasks and of highly-refined skills. However, Barbara Montero criticises Dreyfus for extending what she calls the ‘principle of automaticity’ from our everyday actions to those of trained experts. In this paper, I defend Dreyfus’ account while refining his phenomenology. I examine the phenomenology of what I call ‘esoteric’ expertise to argue that the explicit thought Montero invokes belongs rather to ‘gaps’ between or above moments (...) of reflexive coping. However, I agree that the ‘principle of automaticity’ does not adequately capture the experience of performing such skills. Drawing on examples of expert performance in sport and improvised music and dance, I argue that esoteric action, at its best, is marked by a distinct state of non-conceptual awareness- an experience of spontaneity, flow and ‘owned-ness’- that distinguishes it from the automaticity of everyday actions. (shrink)

Mauro Dorato charts pressing debates within the philosophy of science that centre around scientific expertise, access to knowledge, consensus, debate, and decision-making. This English-language translation of Disinformazione Scientifica e Democrazia argues that the advancement of science depends on an exponential process of specialization, accompanied by the creation of technical languages that are less and less accessible to the general public. Dorato reveals how such a process must align with representative forms of democracies, in which knowledge and decision-making ought to aim (...) at the society's general interest. Given the importance of the principle of competence, however, the role of experts as mediators of knowledge threatens the citizens' autonomy of choice. Consequently, the risk of technocratic regimes calls for new ways to increase literacy about science and its philosophical and probabilistic foundations. Stressing the conceptual conflict between pluralism and conformism, Science and Representative Democracyreveals the obstacles to the functioning of both science and democracy. (shrink)

Expert reasoning combines voluminous domain‐specific knowledge with more general factual and strategic knowledge. Whereas expert system builders have recognized the need for specificity and problem‐solving researchers the need for generality, few attempts have been made to develop expert reasoning engines combining different kinds of knowledge at different levels of generality. This paper reports on the FERMI project, a computer‐implemented expert reasoner in the natural sciences that encodes factual and strategic knowledge in separate semantic hierarchies. The principled (...) decomposition of knowledge according to type and level of specificity yields both power and cross‐doman generality, as demonstrated in FERMI's ability to apply the same principles of invariance and decomposition to solve problems in fluid statics, DC‐circuits, and centroid location. Hierarchical knowledge representation and problem‐solving principles are discussed, and illustrative problem‐solving traces are presented. (shrink)

Having considered the text of the "Charter of Muslims of Ukraine," the Department of Religious Studies firstly notes the positive fact of the emergence of a fundamentally new document that highlights the principles and approaches of the modern vision of the life of Muslim communities of Ukraine in a society with a dominant non-Muslim population. Moreover, unlike the famous "European Islamic Charter", which was adopted in 2008., the "Charter of Muslims of Ukraine" is a document more concrete and less declarative, (...) since it means the principles of the common life of Muslims, taking into account Ukrainian specifics. (shrink)

In various contexts, it is thought to be important that we reason together. For instance, an attractive conception of democracy requires that citizens reach lawmaking decisions by reasoning with one another. Reasoning requires that reasoners survey the considerations that they take to be reasons, proceed by a coherent train of thought, and reach conclusions freely. De facto reliance on experts threatens the possibility of collective reasoning by making some reasons collectively unsurveyable, raising questions about the coherence of the resulting train (...) of thought. De jure reliance on experts threatens the possibility of collective reasoning by seeming to make some conclusions irreversible. The paper argues that collective reasoning that relies on experts would nonetheless be possible if the unsurveyable reasons "mesh," if the expert considerations are at least in principle publicly recoverable, and if de jure authority of expert decision is always subject to appeal. (shrink)

We introduce a ``rarity of defeat'' principle, valid in cases of deference to an expert, to address intuitions involved in a puzzle of Nissan-Rozen concerning epistemic deference and evidential screening-off.

This paper argues that the function of moral education in the biomedical context should be exactly the same as in a general, philosophical framework: it should not provide ready-to-use kits of moral principles; rather, it must show the history, epistemology and conceptual structure of moral theories that would enable those who have to make decisions to be as informed and as responsible as possible. If this complexity cannot be attained, an incomplete product—i.e. bioethics or bioethical principles—should not be seen as (...) a viable substitute. This theoretical position is subsequently illustrated by a case study involving research ethics committees. It is argued that within these committees, that are carefully formed multidisciplinary bodies, what makes competent decision-making possible is not a bioethical theory, nor even a sound philosophical ethics, but the dynamics of the discussion of a number of experts coming from different disciplines. This multidisciplinary expertise is necessary and sufficient to undertake the challenges of complex decisions in the biomedical context. (shrink)

Over recent years, science and technology have been reassessed increasingly in ethical terms. Particularly for life science governance, ethics has become the dominant discourse. In the course of this ‘‘ethical turn’’ national ethics councils were set up throughout Europe and in the United States to advice politics in ethically controversial issues such as stem cell research and genetic testing. Ethics experts have become subject to traditional warnings against expertocracy: they are suspected to unduly influence political decision-making. However, any reliable ethics (...) expertise has to reflect societal disagreements in moral issues. Therefore, expert dissent is a normal feature of legitimate ethics expertise. Based on theoretical considerations we argue that in principle, expert dissent does not cause problems for political legitimacy; rather, it enhances the salience of politics: obviously decisions on ethical issues cannot be taken on the basis of expert knowledge alone. We therefore conclude that expert dissent, not consent, supports politics. Focussing on Germany and Austria, we show how politics deal with expert dissent in practice. While in Germany politics acknowledge dissent and use it to foster a fundamental political debate, Austrian politics attribute authoritative power to ethics expertise and try to construct an overall consensus. This illustrates how the drawing of boundaries between politic and expertise differs. (shrink)

It is commonly thought that moral rules and principles, such as ‘Keep your promises,’ ‘Respect autonomy,’ and ‘Distribute goods according to need ,’ should play an essential role in our moral deliberation. Particularists have challenged this view by arguing that principled guidance leads us to engage in worse decision making because principled guidance is too rigid and it leads individuals to neglect or distort relevant details. However, when we examine empirical literature on the use of rules and principles in other (...) domains, we find that people can learn to use rules discriminately and that rule-based models tend to outperform even expert judgment. I argue that this evidence poses a problem for the moral particularist. If the particularist claims that we should not rely on decision-making rules when making practical decisions and it turns out that these rules help us make better decisions, then the particularists’ prescriptive account is deficient. However, if the particularist claims that we should rely on practical decision-making rules but not on moral rules, she needs to explain how practical rules are different from moral rules and why we should rely on the former but not the latter. (shrink)

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.

Excerpt from Some Principles of Moral Theology: And Their Application The present book is an attempt to bring together, from the Bible and from Christian experience, the principles which have guided the Church in dealing with individual souls; to test those principles by the light of modern knowledge; and to apply them to present-day conditions and needs. Some of the traditional terminology of moral theology has been discarded; much has been retained, either because it seemed the best medium for expressing (...) what had to be expressed, or because it would have been impossible otherwise to indicate the development and formulation of Christian thought on the subject. Thus the book may prove of interest not merely to the clergy and others who are confronted by the practical problems of conduct and morality, but also to students entering upon the study of moral theology for its own sake. The Church of England affords her clergy singularly little expert guidance in this matter of the direction of souls. Two branches of the subject - those which go by the names of Christian ethics and the theory and practice of the confessional respectively - have indeed been systematically and fully treated by recent writers and there is a wealth of practical experience to be drawn both from manuals of pastoral theology and from biographies. Moral theology, however, as will appear, com prises much more than the two topics just mentioned. Yet within the last fifty years, apparently, only three books have attempted to present the whole content of moral theology in such a form as should guide the theory and practice of the Church of England, and all three are out of print and consequently difficult of access. About the Publisher Forgotten Books publishes hundreds of thousands of rare and classic books. Find more at www.forgottenbooks.com This book is a reproduction of an important historical work. Forgotten Books uses state-of-the-art technology to digitally reconstruct the work, preserving the original format whilst repairing imperfections present in the aged copy. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in our edition. We do, however, repair the vast majority of imperfections successfully; any imperfections that remain are intentionally left to preserve the state of such historical works. (shrink)

Philosophers have proposed many accounts of biological function. A coarse-grained distinction can be made between backward-looking views, which emphasise historical contributions to fitness, and forward-looking views, which emphasise the current contribution to fitness or role of a biological component within some larger system. These two views are often framed as being incompatible and conflicting with one another. The emerging field of synthetic biology, which involves applying engineering principles to the design and construction of biological systems, complicates things further by adding (...) intentional design as a source of function. In the current study we explored how biology experts and novices think about function in the context of single-celled, multi-celled, and synthetic organisms. We also explored the extent to which each group were function pluralists, and if they were function pluralists, which accounts of function tended to be endorsed together. The results showed a surprising degree of similarity between experts and novices in most contexts, although certain differences were apparent. Most surprisingly, we found evidence not only of function pluralism in both groups, but pluralism between backward-looking and forward-looking accounts. We discuss these findings in the context of the philosophical debate on function and consider the practical implications for public acceptance of synthetic biology. First, we argue that philosophers of biology should re-examine the purported incompatibility between accounts of function. Second, we argue that due to the introduction of an intentional aetiology in synthetic biology, there may be an inherent conflict between the views of experts and novices when thinking about synthetic biology. (shrink)

It has often been noted that Socratic cross-examination is problematic as a method of inquiry, i.e., as a method for 'acquiring' knowledge. Rarely has it been noticed that there are problems with cross-examination when used for the purposes of 'testing' for knowledge. In the 'Charmides', Socrates commits himself to the following principle: In order to discriminate between the person who knows and the person who does not know the subject matter covered by a particular discipline (technê), one must have (...) mastered that discipline. But if Socrates' disavowals of moral knowledge are sincere, it would seem to follow from this principle that, contrary to what Socrates says in many early dialogues, he cannot successfully test claims to moral expertise through cross-examination. Through an examination of the conditions that Socrates places on knowledge and on mastering a 'technê', I show how this problem can be resolved. (shrink)

Philosophers of science have recently called for experts-by-experience to be involved in revising psychiatric diagnoses. They argue that experts-by-experience can have relevant knowledge which is important for considering potential modifications to psychiatric diagnoses. I show how altering one diagnosis can impact individuals with a different diagnosis. For example, altering autism can impact individuals diagnosed with Attention Deficit Hyperactivity Disorder and Schizoid Personality Disorder through co-morbidity and differential diagnostic criteria. Altering autism can impact the population making up the diagnosis of Attention (...) Deficit Hyperactivity Disorder and Schizoid Personality Disorder which can then influence which behaviour each diagnosis covers and which parts of the causal structure each diagnosis covers. Expanding one diagnosis can mean, if differential diagnostic criteria are present, that individuals who have a different diagnosis, or would one day have been diagnosed with that different diagnosis, are instead now diagnosed with the expanded diagnosis. Alternatively, if two diagnoses can be co-morbid then expanding one diagnosis can mean individuals who have a different diagnosis can now also receive the expanded diagnosis. Changing these can then impact the adequacy of symptoms formulated to cover behaviour and causal mechanisms formulated to cover the causal structure. This means experts-by-experience representing a range of diagnoses should be involved in decisions over modifying diagnoses they do not have. For example, Attention Deficit Hyperactivity Disorder individuals should be involved in decisions to modify autism. I discuss practical issues relating to how much say people with a range of diagnoses should have in relation to modifying a diagnosis which they do not have. We should employ a principle of equality whereby the level of say individuals with one diagnosis should have on another diagnosis should be equally reciprocated. (shrink)

With the principles it brought, Islam aimed to first build the individual and then revive the society. In this context, the consultation (shûra) is an important socio-political-ethical principle. Given the purpose of revealing what is right it is no coincidence that God advises people to do their work in consultation,. Indeed, consultation has been practiced in the life of societies since ancient times. The Prophet, too, adopted to do business by consulting people who were experts in the issues that (...) did not receive revelation throughout his life, and he carried out many practices in this regard. Thus, he left a very important legacy for Muslims to reach a maturity that can stand on their own feet and to have the ability to shape their future in the following processes. It is essential for Muslims to take care of this legacy left to them, to prevent the political power from turning into tyrannical structures, to participate in and contribute to the decision-making mechanisms/administration. Doing business in consultation maintains its importance today as it was yesterday. Therefore, it is our main goal to reveal what kind of principle consultation is in terms of functionality. While doing this, attention was paid to include concept analysis, historical and factual reality, and the reflections of the principle to the present day in the content of the text. As a method, document analysis, one of the qualitative research methods, was preferred. As a result, it has been seen that the consultation has a very strong ground in the context of psychology and sociology. In this respect, it has been identified that the consultation, which seems to have a universal quality, has very positive effects on individual and especially social/political understanding. (shrink)

On the example of the online game Akinator, the basic principles on which programs of this type are built are considered. Effective technics have been proposed by which artificial intelligence systems can build logical inferences that allow to identify an unknown subject from its description. To confirm the considered hypotheses, the terminological analysis of definition of the program "Akinator" offered by the author is carried out. Starting from the assumptions given by the author's definition, the article complements their definitions presented (...) by other researchers and analyzes their constituent theses. Finally, some proposals are made for the next steps in improving the program. The Akinator program, at one time, became one of the most famous online games using artificial intelligence. And although this was not directly stated, it was clear to the experts in the field of artificial intelligence that the program uses the techniques of expert systems and is built on inference rules. At the moment, expert systems have lost their positions in comparison with the direction of neural networks in the field of artificial intelligence, however, in the case considered in the article, we are talking about techniques using both directions – hybrid systems. Games for filling semantics interact with the user, expanding their semantic base and use certain strategies to achieve the best result. The playful form of such semantics filling programs is beneficial for researchers by involving a large number of players. The article examines the techniques used by the Akinator program, and also suggests possible modifications to it in the future. This study, first of all, focuses on how the knowledge base of the Akinator program is built, it consists of incomplete sets, which can be filled and adjusted as a result of further iterations of the program launches. It is important to note our assumption that the order of questions used by the program during the game plays a key role, because it determines its strategy. It was identified that the program is guided by the principles of nonmonotonic logic – the assumptions constructed by the program are not final and can be rejected by it during the game. The three main approaches to acquisite semantics proposed by Jakub Šimko and Mária Bieliková are considered, namely, expert work, crowdsourcing and machine learning. Paying attention to machine learning, the Akinator program using machine learning to build an effective strategy in the game presents a class of hybrid systems that combine the principles of two main areas in artificial intelligence programs – expert systems and neural networks. (shrink)

When faced with an urgent and credible threat of grave harm, we should take proportionate precautions. This maxim captures the core commitments of the “precautionary principle”. But what is it for a precaution to be “proportionate”? I construct an account of proportionality (the “ARCANE” account) that consists of five fundamental conditions (absolute rights compatibility, reasonable compensation, consistency, adequacy and non- excessiveness) and a tie-breaker (efficiency). I apply this account to two examples from the COVID-19 pandemic (border closures and school (...) closures), arguing that my account captures the key questions on which it is both feasible and important to integrate expert input with democratic input. I close by considering how we might try to manage the risk of future pandemics in a proportionate way. (shrink)

There is a critical inconsistency in the literature on analogical retrieval. On the one hand, a vast set of laboratory studies has found that people often fail to retrieve past experiences that share deep relational commonalities, even when they would be useful for reasoning about a current problem. On the other hand, historical studies and naturalistic research show clear evidence of remindings based on deep relational commonalities. Here, we examine a possible explanation for this inconsistency—namely, that remindings based on relational (...) principles increase as a function of expertise. To test this claim, we devised a simple analogy‐generation task that can be administered across a wide range of expertise. We presented common events as the bases from which to generate analogies. Although the events themselves were unrelated to geoscience, we found that when the event was explainable in terms of a causal principle that is prominent in geoscience, expert geoscientists were likely to spontaneously produce analogies from geoscience that relied on the same principle. Further, for these examples, prompts to produce causal analogies increased their frequency among nonscientists and scientists from another domain, but not among expert geoscientists (whose spontaneous causal retrieval levels were already high). In contrast, when the example was best explained by a principle outside of geoscience, all groups required prompting to produce substantial numbers of analogies based on causal principles. Overall, this pattern suggests that the spontaneous use of causal principles is characteristic of experts. We suggest that expert scientists adopt habitual patterns of encoding according to the key relational principles in their domain, and that this contributes to their propensity to spontaneously retrieve relational matches. We discuss implications for the nature of expertise and for science instruction and assessment. (shrink)

When comparing alternative courses of action, modern military decision makers often must consider both the military effectiveness and the ethical consequences of the available alternatives. The basis, design, calibration, and performance of a principles-based computational model of ethical considerations in military decision making are reported in this article. The relative ethical violation (REV) model comparatively evaluates alternative military actions based upon the degree to which they violate contextually relevant ethical principles. It is based on a set of specific ethical principles (...) deemed by philosophers and ethicists to be relevant to military courses of action. A survey of expert and non-expert human decision makers regarding the relative ethical violation of alternative actions for a set of specially designed calibration scenarios was conducted to collect data that was used to calibrate the REV model. Perhaps unsurprisingly, the survey showed that people, even experts, disagreed greatly amongst themselves regarding the scenarios’ ethical considerations. Despite this disagreement, two significant results emerged. First, after calibration the REV model performed very well in terms of replicating the ethical assessments of human experts for the calibration scenarios. The REV model outperformed an earlier model that was based on tangible consequences rather than ethical principles, that earlier model performed comparably to human experts, the experts outperformed human non-experts, and the non-experts outperformed random selection of actions. All of these performance comparisons were measured quantitatively and confirmed with suitable statistical tests. Second, although humans tended to value some principles over others, none of the ethical principles involved—even the principle of not harming civilians—completely overshadowed all of the other principles. (shrink)

The representation of physics problems in relation to the organization of physics knowledge is investigated in experts and novices. Four experiments examine the existence of problem categories as a basis for representation; differences in the categories used by experts and novices; differences in the knowledge associated with the categories; and features in the problems that contribute to problem categorization and representation. Results from sorting tasks and protocols reveal that experts and novices begin their problem representations with specifiably different problem categories, (...) and completion of the representations depends on the knowledge associated with the categories. For, the experts initially abstract physics principles to approach and solve a problem representation, whereas novices base their representation and approaches on the problem's literal features. (shrink)

This research presents a computer model called EUREKA that begins with novice‐like strategies and knowledge organizations for solving physics word problems and acquires features of knowledge organizations and basic approaches that characterize experts in this domain. EUREKA learns a highly interrelated network of problem‐type schemas with associated solution methodologies. Initially, superficial features of the problem statement form the basis for both the problem‐type schemas and the discriminating features that organize them in the P‐MOP (Problem Memory Organization Packet) network. As EUREKA (...) solves more problems, the content of the schemas and the discriminating features change to reflect more fundamental physics principles. This changing network allows EUREKA to shift from a novicelike means‐ends strategy to a more expertlike “knowledge development” strategy in which the presence of abstract concepts are triggered by problem features. In this model, the strategy shift emerges as a natural consequence of the evolving expertlike organization of problem‐type schemos. EUREKA captures many of the descriptive models of novice expert differences, and also suggests a number of empirically testable assumptions regarding problem‐solving strategies and the representation of problem‐solving knowledge. (shrink)

Capacity building in social science research methods is positioned by research councils as crucial to global competitiveness. The pedagogies involved, however, remain under-researched and the pedagogical culture under-developed. This paper builds upon recent thematic reviews of the literature to report new research that shifts the focus from individual experiences of research methods teaching to empirical evidence from a study crossing research methods, disciplines and nations. A dialogic, expert panel method was used, engaging international experts to examine teaching and learning (...) practices in advanced social research methods. Experts, perspectives demonstrated strong thematic commonalities across quantitative, qualitative and mixed methods domains in terms of pedagogy, by connecting learners to research, giving direct and immersive experiences of research practice and promoting reflexivity. This paper argues that through analysis of expert responses to the distinct pedagogic challenges of the methods classroom, the principles and illustrative examples generated can form the knowledge and understanding required to enhance pedagogic culture and practice. (shrink)

We've outsourced too much of our thinking. How do we get it back? At the height of the 2014 Ebola epidemic, a man who had recently returned from West Africa with a fever and severe abdominal pain entered a hospital in Dallas--and was sent home. Even after healthcare workers learned their patient had come from Liberia, ground zero of the Ebola hot zone, not one of those treating him considered the deadly virus as a possible cause of his condition. Shortly (...) after the man died, one of the nurses who had treated him sought clearance from the Centers for Disease Control to board a commercial flight. She reported a fever of 99.5 degrees, but because the protocol restricted travel at 100.4 degrees or higher, she was cleared. She was later confirmed to be infected with Ebola. A public health disaster akin to the one depicted in the movie Contagion was averted, but only by sheer luck. How could this happen? As Harvard lecturer and global trend watcher Vikram Mansharamani shows in this eye-opening and perspective-shifting book, our complex, data-flooded world has made us ever more reliant on experts, protocols, and technology. We've stopped thinking for ourselves. (Have you ever followed your GPS device to a deserted parking lot?) With stark and compelling examples drawn from business, sports, and everyday life, the author illustrates how in a very real sense we have outsourced too much of our thinking, relinquishing our autonomy. Of course, experts, protocols, and computer-based systems are essential to helping us make informed decisions. What we need is a new approach for integrating these information sources more effectively, harnessing the value they provide without undermining our own autonomy. The author provides principles and techniques for doing just that, empowering readers with a more critical and nuanced approach to making decisions. Think for Yourself is an indispensable guide for those looking to restore self-reliant thinking in a data-driven and technology-dependent yet overwhelmingly uncertain world. (shrink)

Rousseau's understanding of legislation as the expression of the general will implies a constitutional principle of legislative supremacy. In turn, this should translate to a narrow, mechanical account of adjudication, lest creative judicial interpretation subvert the primacy of legislative power. Yet in his constitutional writings, Rousseau recommends open-textured and vague legislative codes, which he openly admits will require judicial development. Thus he apparently trusts a great deal in judicial discretion. Ostensibly, then, he overlooks the problem of how legislative indeterminacy—and (...) correspondingly, judicial discretion—may undermine the authority of the general will. However, I argue that Rousseau aims to check judicial subversion of legislative supremacy simply by extending his broader social politics—and specifically, his peculiar concept of republican virtue—to the domain of law. His main concern is that the law should not develop as a mystifying expert practice; therefore, he necessarily rejects any understanding of judicial virtue as lying in principled discourse. Instead, he envisages that judicial power will be checked by a more generic sense of republican virtue. In turn this echoes his apprehension of social differentiation and social complexity as sources of domination and hierarchy. (shrink)

This collection presents the first sustained examination of the nature and status of the idea of principles in early modern thought. Principles are almost ubiquitous in the seventeenth and eighteenth centuries: the term appears in famous book titles, such as Newton’s _Principia_; the notion plays a central role in the thought of many leading philosophers, such as Leibniz’s Principle of Sufficient Reason; and many of the great discoveries of the period, such as the Law of Gravitational Attraction, were described (...) as principles. Ranging from mathematics and law to chemistry, from natural and moral philosophy to natural theology, and covering some of the leading thinkers of the period, this volume presents ten compelling new essays that illustrate the centrality and importance of the idea of principles in early modern thought. It contains chapters by leading scholars in the field, including the Leibniz scholar Daniel Garber and the historian of chemistry William R. Newman, as well as exciting, emerging scholars, such as the Newton scholar Kirsten Walsh and a leading expert on experimental philosophy, Alberto Vanzo. _The Idea of Principles in Early Modern Thought_ charts the terrain of one of the period’s central concepts for the first time, and opens up new lines for further research. (shrink)

This article summarizes some of the results of the BIOMED II project “Basic Ethical Principles in European Bioethics and Biolaw” connected to a research project of the Danish Research Councils “Bioethics and Law”. The BIOMED project was based on cooperation between 22 partners in most EU countries. The aim of the project was to identify the ethical principles of respect for autonomy, dignity, integrity and vulnerability as four important ideas or values for a European bioethics and biolaw. The research concluded (...) that the basic ethical principles cannot be understood as universal everlasting ideas or transcendental truths but they rather function reflective guidelines and important values in European culture. The method of the research was conceptual, philosophical analysis of the cultural background of the four values or normative ideas that people use and find important in their existence. Moreover, this was combined with analysis of empirical legal material and policy documents. Also, a number of qualitative interviews with relevant experts were carried out. Another important result of the BIOMED project was the partner's Policy Proposals to the European Commission, the Barcelona Declaration, unique as a philosophical and political agreement between experts in bioethics and biolaw from many different countries. The Policy Proposals are reprinted here at the end of the article. (shrink)

The phenomenon of expertise produces two problems for liberal democratic theory: the first is whether it creates inequalities that undermine citizen rule or make it a sham; the second is whether the state can preserve its neutrality in liberal ’government by discussion’ while subsidizing, depending on, and giving special status to, the opinions of experts and scientists. A standard Foucauldian critique suggests that neutrality is impossible, expert power and state power are inseparable, and that expert power is the (...) source of the oppressive, inegalitarian effects of present regimes. Habermas argues that expert cultures make democratic discussion impossible. Analogous problems arise with ’cognitive authority’, understood in Mertonian terms. Cognitive authority, as Merton sees it, allows us to ask about the democratic legitimacy of this authority, which appears to solve the problem (or part of the problem) because it returns ultimate ’authority’ to the people, who reject or accept the experts’ claims. And many claims to expertise in fact do fail to gain acceptance. Through an examination of the type of expert that appears to evade the demands of legitimation, it is shown that expertise and liberal democracy can in principle co-exist, contrary to the claims of the critics. (shrink)

This essay examines whether an invocation of an epistemological privilege on the part of supposed moral experts prevents potential students from being able to evaluate among potential candidates for the role of plausible moral teacher. Throughout, it works to demonstrate that it is possible for even the untutored student to distinguish between a fanatic and a moral expert. In particular, this essay focuses on the version of virtue ethics espoused by the early Chinese philosopher Xunzi. It argues that by (...) reflecting on the attributes of fanatics, as well as on Xunzi's ideas and arguments about students and teachers, it is possible to arrive at a general set of principles that provide beginners with the tools necessary to distinguish dangerous fanatics from plausible moral teachers, even given the fact that both claim for themselves an epistemological privilege. (shrink)

The recently retired Homeland Security Advisory System constituted a main means by which the intensity of the terrorist threat was communicated to the United States' public. An examination of its inner workings and its social impact shows the System as part of a modality of government: an encapsulation of intelligence-led governmentality. Informed by the political philosophy of Cornelius Castoriadis, I contextualise this modality as a settling of fundamental tensions inherent in modern sociopolitical culture, those between the principle of social (...) and personal autonomy, and that of rational mastery of people and nature. These principles are strongly connected to democratic and oligarchic political organisation, respectively, and they give rise to different justifications of state authority. In turn, they pertain to the fundamental question of whether scientific expertise on politics is possible. (shrink)