The author asks whether there was a “scientific ‘68”, and focuses on aspects of two specific methodological proposals defined in the 1940s and 50s by the terms “action research” and “mixing methods”, applied particularly to social sciences. In the first, the climate surrounding the events of 1968 contributed to heightening the participative element to be found –by definition– in “action research”; that is: the importance of making the research subjects themselves participants in the design, execution and application of the study (...) of which they are the focus. This approach captured the democratic and anti-authoritarian spirit at the heart of the proposal, which was part of the prevailing climate in those days. The repercussions of 1968 on “mixing methods” focused on studying what had actually occurred, especially between the youth and workers, and therefore, particularly from the point of view of sociology and social psychology, using a “mixed methods” approach. The author explores the proposal of Norman Denzin; but traces the recent origins of both “mixing methods” and “action research” back to the proposals of mainly Kurt Lewin and the Chicago School. (shrink)

Book Information: Occasions of Identity: The Metaphysics of Persistence, Change, and Sameness. By André Gallois. Clarendon Press. Oxford. 1998. Pp. xiii + 296. Hardback, £35.00.

[Stephen Yablo] The usual charge against Carnap's internal/external distinction is one of 'guilt by association with analytic/synthetic'. But it can be freed of this association, to become the distinction between statements made within make-believe games and those made outside them-or, rather, a special case of it with some claim to be called the metaphorical/literal distinction. Not even Quine considers figurative speech committal, so this turns the tables somewhat. To determine our ontological commitments, we have to ferret out all traces of (...) nonliterality in our assertions; if there is no sensible project of doing that, there is no sensible project of Quinean ontology. /// [Andre Gallois] I discuss Steve Yablo's defence of Carnap's distinction between internal and external questions. In the first section I set out what I take that distinction, as Carnap draws it, to be, and spell out a central motivation Carnap has for invoking it. In the second section I endorse, and augment, Yablo's response to Quine's arguments against Carnap. In the third section I say why Carnap's application of the distinction between internal and external questions runs into trouble. In the fourth section I spell out what I take to be Yablo's version of Carnap. In the last I say why that version is especially vulnerable to the objection raised in the second. (shrink)

ABSTRACT An apparent objection against my theory of instantiation as partial identity is that identity is necessary, yet instantiation is often contingent. To rebut the objection, I show how it can make sense that identity is contingent. I begin by showing how it can make sense that identity is temporary. I rely heavily on Andre Gallois’s formal theory of occasional identity, but argue that there is a gap in his explanation of how his formalisms make sense that needs (...) to be filled by appeal to my theory of Aspects. (shrink)

En el núcleo de nuestra imagen de sentido común se encuentra la idea de que los seres humanos somos agentes, es decir, orientamos nuestras acciones a partir de pensamientos, intenciones y deseos. En este texto, Norman Malcolm examina si disponer de una teoría neurofisiológica completa podría llevarnos a abandonar esta suposición. Malcolm argumenta que nuestras explicaciones cotidianas del comportamiento humano dependen de principios a priori que conectan a lo mental con la acción. Puesto que las explicaciones proporcionadas por una (...) teoría neurofisiológica completa dependerían de leyes contingentes, no de verdades conceptuales, tales explicaciones estarían en competencia con las explicaciones psicológicas. Para respaldar esta afirmación, Malcolm introduce un supuesto que se ha vuelto extremadamente influyente en el debate sobre la causación mental: el ‘principio de exclusión causal’. Si las leyes neurofisiológicas fuesen suficientes para explicar la acción, entonces podría prescindirse por completo de las explicaciones psicológicas. La incompatibilidad entre explicaciones psicológicas y explicaciones neurofisiológicas sumada a que las primeras involucran verdades conceptuales parecería conducir a una refutación a priori de la posibilidad de una teoría neurofisiológica completa. Pero la conclusión de Malcolm es más moderada. Él afirma que tal teoría es inconcebible; aun así, sigue siendo una posibilidad lógica. (shrink)

Uno de los principios éticos mencionados más frecuentemente en los lineamientos para el desarrollo de la inteligencia artificial (IA) es la transparencia algorítmica. Sin embargo, no existe una definición estándar de qué es un algoritmo transparente ni tampoco es evidente por qué la opacidad algorítmica representa un reto para el desarrollo ético de la IA. También se afirma a menudo que la transparencia algorítmica fomenta la confianza en la IA, pero esta aseveración es más una suposición a priori que una (...) tesis basada en evidencia empírica. Tampoco se discute mucho hasta qué punto es técnicamente posible volver transparente la caja negra de la IA a través de los métodos de explicabilidad. En este capítulo haré un análisis de la interrelación entre los conceptos de transparencia, explicabilidad y confianza. Inicialmente, analizaré los diferentes tipos de opacidad algorítmica para entender mejor cuál es el problema al que nos enfrentamos. En las secciones subsiguientes trazaré la relación entre explicabilidad y transparencia, y presentaré los límites de los métodos actuales de explicabilidad. En la sección final, examinaré la evidencia empírica acerca de la relación entre transparencia y confianza en las decisiones automatizadas basadas en sistemas de IA. (shrink)

Traditional institutions are often considered inadequate to govern for the long term as their politicians promote short-term thinking which can harm the future. This book proposes a novel theory of social time perception to address the short-term thinking of traditional institutions which threaten to stifle liberal democracies. The semi-future reconfigures liberal democracies’ franchises, representative instruments, deliberative practices, accountability mechanisms, and policymaking to include in the demos all citizens, regardless of age, and holders of representable objective interests in the future. The (...) result is not only a way to legitimise long-term governance but also to improve the quality of current democracies. (shrink)

Bioethicists appearing in the media have been accused of "shooting from the hip" (Rachels, 1991). The criticism is sometimes justified. We identify some reasons our interactions with the press can have bad results and suggest remedies. In particular we describe a target (fostering better public dialogue), obstacles to hitting the target (such as intrinsic and accidental defects in our knowledge) and suggest some practical ways to surmont those obstacles (including seeking out ways to write or speak at length, rather than (...) in sound bites). We make use of our own research into the way journalists quote bioethicists. We end by suggesting that the profession as a whole look into this question more fully. (shrink)

In this paper I argue that the search for explainable models and interpretable decisions in AI must be reformulated in terms of the broader project of offering a pragmatic and naturalistic account of understanding in AI. Intuitively, the purpose of providing an explanation of a model or a decision is to make it understandable to its stakeholders. But without a previous grasp of what it means to say that an agent understands a model or a decision, the explanatory strategies will (...) lack a well-defined goal. Aside from providing a clearer objective for XAI, focusing on understanding also allows us to relax the factivity condition on explanation, which is impossible to fulfill in many machine learning models, and to focus instead on the pragmatic conditions that determine the best fit between a model and the methods and devices deployed to understand it. After an examination of the different types of understanding discussed in the philosophical and psychological literature, I conclude that interpretative or approximation models not only provide the best way to achieve the objectual understanding of a machine learning model, but are also a necessary condition to achieve post hoc interpretability. This conclusion is partly based on the shortcomings of the purely functionalist approach to post hoc interpretability that seems to be predominant in most recent literature. (shrink)

St. Thomas Aquinas has always considered intelligence a potency higher than the will, absolutely speaking. That being said, and in my view, the existential primacy of the will in the act of freedom (particularly in choosing the existential end) is also indisputably Thomistic, as Cornelio Fabro has shown. This paper endeavors to explain Aquinas' doctrine on the absolute primacy of the intellect and thus show that these two primacies can be affirmed coherently, that is, the intellect’s absolute primacy and the (...) will’s existential primacy. Firstly, I will explain the reasoning St. Thomas Aquinas uses in the Summa to justify the absolute primacy of the intellect over the will. Secondly, I will explore some parallel texts, in order to shed light on my interpretation of the Summa and expand our view regarding this and related doctrinal points. Thirdly, I will offer a brief study of Fabro’s position, one in which his concerns regarding the intellect’s absolute primacy are taken into account and carefully considered. (shrink)

When political philosopher Hannah Arendt introduced the concept of ‘banality of evil’ she did so in reference to the actions of Germans who appropriated the doctrines of National Socialism “thoughtlessly” and without obvious intentions to do evil. But, Arendt’s description of this phenomenon entails that such banality can be found even in a democracy such as the USA. The relation of law and morality must therefore be unambiguous to defend the rule of law against the rule of men. However, a (...) legal philosophy other than positivism is essential to safeguard the Republic against the overreach of executive power. And, where the psychopathology of Donald Trump is at the core of America’s electoral discontent in 2020, as mental health professionals have argued, there is all the more reason to take Arendt’s counsel especially seriously today. It is in this context that it is argued here that the American public must beware Trump’s inducement of America’s banality of evil. (shrink)

How can one be authentic, except with reference to some dogma? An answer to this query is philosophically important in light of the significance that individuals attach to traditions of thought and practice and to epistemic commitments articulated in the context of the political, which are characterized as ideological appeals. Here the thinking of Martin Heidegger is engaged as a way of evaluating the concept of dogma and the seemingly moral and political relevance of the concept of authenticity. The point (...) of the analysis is to conclude otherwise than is presupposed by the question, i.e., to conclude that one can be authentic without reference to some dogma. (shrink)

Many word forms in natural language are polysemous, but only some of them allow for co-predication, that is, they allow for simultaneous predications selecting for two different meanings or senses of a nominal in a sentence. In this paper, we try to explain (i) why some groups of senses allow co-predication and others do not, and (ii) how we interpret co-predicative sentences. The paper focuses on those groups of senses that allow co-predication in an especially robust and stable way. We (...) argue, using these cases, but focusing particularly on the multiply polysemous word ‘school’, that the senses involved in co-predication form especially robust activation packages, which allow hearers and readers to access all the different senses in interpretation. (shrink)

Whether Albert Camus’s “existentialist” thought expresses an “ethics” is a subject of disagreement among commentators. Yet, there can be no reading of Camus’s philosophical and literary works without recognizing that he was engaged in the post-WW2 period with two basic questions: How must we think? What must we do? If his thought presents us with an ethics, even if not systematic, it seems to be present in his ideas of “remaking” both man and world that are central to his The (...) Myth of Sisyphus and The Rebel. Curiously, however, this apparent recommendation is ambiguous for the fact that while Camus proposes as much he does so “comme si,” i.e., form a perspective of “as if.” A clarification of this qualification is presented here in the light of the fact that Camus rejects any nihilist project that countenances either suicide or murder. Thereby one may argue that Camus indeed has an ethics that remains pertinent to today. (shrink)

Philosopher Martin Heidegger’s writing on the essence of technology has often been seen as too abstract even though he illustrated his concerns with reference to technological developments of his day. While most in the immediate post-World War 2 period judged thermonuclear weaponry to be the most obvious technological threat to the future of humanity, Heidegger instead considered developments in the biological sciences to be more so. In the discussion presented here, Heidegger’s thinking is related to developments in biotechnology, specifically assisted (...) reproductive technology. The task here is (1) to illustrate how Heidegger’s disquiet is manifested in such technologies and (2) to emphasize the significance of his call for a “step back” from the calculative thinking dominant in the natural sciences to what he called, alternately, “essential,” “meditative,” or “commemorative” thinking. Only through this latter mode of thinking can we expect to enter into a “free” relationship to technology. (shrink)

Bioethics tends to be dominated by discourses concerned with the ethical dimension of medical practice, the organization of medical care, and the integrity of biomedical research involving human subjects and animal testing. Jacques Derrida has explored the fundamental question of the “limit” that identifies and differentiates the human animal from the nonhuman animal. However, to date his work has not received any reception in the field of biomedical ethics. In this paper, I examine what Derrida’s thought about this limit might (...) mean for the use/misuse/abuse of animals in contemporary biomedical research. For this, I review Derrida’s analysis and examine what it implies for scientific responsibility, introducing what I have coined the “Incompleteness Theorem of Bioethics.”. (shrink)

There is a growing awareness that there are many subtle forms of exclusion and partiality that affect the correct workings of a judicial system. The concept of epistemic injustice, introduced by the philosopher Miranda Fricker, is a useful conceptual tool to understand forms of judicial partiality that often go undetected. In this paper, we present Fricker’s original theory and some of the applications of the concept of epistemic injustice in legal processes. In particular, we want to show that the seed (...) planted by Fricker has flourished into a rich field of study in which the concept is used to analyze many different phenomena in law, not always following the original characterization provided by her. This has led to a distinction between what we will call the narrow version of the concept, which is closer to Fricker’s original account, and the wider version of epistemic injustice, which is a more controversial notion because it is always on the verge of morphing into other well-known concepts like sexism, racial discrimination, oppression, silencing, and gaslighting. We will show that the value of the narrow version is mostly theoretical, and that in order to use the concept of epistemic injustice one must adopt a more liberal understanding of it. (shrink)

The following is an interpretation of Aquinas’ agent intellect focusing on Summa Theologiae I, qq. 75-89, and proposing that the agent intellect is a metaphysical rather than a formal a priori of human understanding. A formal a priori is responsible for the intelligibility as content of the object of human understanding and is related to Kant’s epistemological views; whereas a metaphysical a priori is responsible for intelligibility as mode of being of this same object. We can find in Aquinas’ text (...) many indications that the agent intellect is not productive of the universal as content but is, rather, productive of the abstracted or intelligible mode of being of the universal nature. This is because for Aquinas the universal nature, which is the object of human understanding, is present in the things themselves but with a different mode of being. Chapter 1 is intended to establish the fact which requires for Aquinas an agent intellect, and provides two very important principles: one is that the object of human understanding (the universal nature) is present in the things themselves and, the other, that it is not in the things themselves with a mode of being which makes it available to the intellectual eye. These two principles lead us to the main point of Chapter 2, namely the distinction between the intelligible object and its intelligible mode of being. Now, because knowing is receptive of the intelligible object (Chapter 3), which is present in the things themselves (Chapter 1), the agent intellect is productive not of the object’s intelligible content, but of its abstracted or intelligible mode of being (Chapter 4). (shrink)

This book is an attempt "to give a systematic account of the development of plato's theory of knowledge" (page vii). thus it focuses on the dialogues in which epistemological issues come to the fore. these dialogues are "meno", "phaedo", "symposium", "republic", "cratylus", "theastetus", "phaedrus", "timaeus", "sophist", "politicus", "philebus", and "laws". issues discusssed include the theory of recollection, perception, the difference between belief and knowledge, and mathematical knowledge. (staff).

El objetivo de este pequeño trabajo es ayudar a comprender la necesidad de la composición real en el ser participado. Lo hacemos sirviéndonos de una parte de la magnífica obra del p. Fabro, La noción metafísica de participación. En la primera parte de nuestro trabajo nos serviremos de algunos de los textos de Santo Tomás que reportaba el p. Fabro, los que más nos ayuden a comprender la demostración. En la segunda, y al mismo efecto, estudiaremos el silogismo del p. (...) Fabro, con el cual dicho autor trataba de condensar la demostración de la composición real en todo ser participado. (shrink)

In a recent paper, Erasmus et al. (2021) defend the idea that the ambiguity of the term “explanation” in explainable AI (XAI) can be solved by adopting any of four different extant accounts of explanation in the philosophy of science: the Deductive Nomological, Inductive Statistical, Causal Mechanical, and New Mechanist models. In this chapter, I show that the authors’ claim that these accounts can be applied to deep neural networks as they would to any natural phenomenon is mistaken. I also (...) provide a more general argument as to why the notion of explainability as it is currently used in the XAI literature bears little resemblance to the traditional concept of scientific explanation. It would be more fruitful to use the label “understandable AI” to avoid the confusion that surrounds the goal and purposes of XAI. In the second half of the chapter, I argue for a pragmatic conception of understanding that is better suited to play the central role attributed to explanation in XAI. Following De Regt (2017) and Kuorikoski and Ylikoski (2015), the conditions of satisfaction for understanding an ML system are fleshed out in terms of an agent’s success in using the system. (shrink)

Tradução para o português do livro "Le Scepticisme Philosophique", Paris: Bordas, 1972, de André Verdan. Título da edição brasileira: O Ceticismo Filosófico. Florianópolis: Editora da UFSC, 1998, 135 páginas. ISBN: 8532801390 / ISBN-13: 9788532801395.

El artículo expone el papel del otro y de lo otro en la hermenéutica de Gadamer a la luz de la idea de diálogo. Para comprender se requiere reconocer lo otro en su carácter de tú, asumir que no se tiene distancia frente a él y estar abierto a acoger lo dicho por él como una posible verdad. La compresión posee una estructura dialéctica que implica la cancelación de las propias expectativas y el acceso a un saber más abarcante. Aunque (...) la comprensión es histórica, en ella se muestra cada vez un aspecto de la cosa misma, que resulta de la interacción del yo y el tú en el curso de la conversación hermenéutica y que constituye una verdad común con caracteres análogos a los del saber de tipo práctico. [The paper exposes the role of the other in Gadamer’s hermeneutics in the light of the idea of dialogue. Understanding requires the recognition of the other as a thou, the acceptance of the lack of distance from him and the openness to embrace what is said by him as a possible truth. Understanding has a dialectical structure which implies the cancellation of one’s own expectations and the access to a more comprehensive knowledge. Even though every understanding is historical, it discloses an aspect of the thing itself, which results from the interaction of the I and the thou during the process of hermeneutical conversation and constitutes a common truth with analogous characteristics to practical reason.] . (shrink)

Contemporary Islam presents Europe in particular with a political and moral challenge: Moderate-progressive Muslims and radical fundamentalist Muslims present differing visions of the relation of politics and religion and, consequently, differing interpretations of freedom of expression. There is evident public concern about Western “political correctness,” when law or policy accommodates censorship of speech allegedly violating religious sensibilities. Referring to the thought of philosopher Baruch Spinoza, and accounting for the Universal Declaration of Human Rights, the Universal Islamic Declaration of Human Rights, (...) and various empirical studies on the religious convictions of Muslims, it is argued here that: (1) sovereign European state powers should be especially cautious of legal censorship of speech allegedly violating Muslim religious sensibilities; and (2) instead of legal moves to censorship, European states should defer to the principle of separation of religion and state (political authority). Further, a reasonable interpretation of Islamic jurisprudence allows that matters of religious difference may be engaged and resolved by appeal to private conscience and ethical judgment, rather than by appeal to public law per se. In so far as they are 1 representative of contemporary scholarship, the interpretative positions of Ziad Elmarsafy, Jacques Derrida, and Nasr Abū Zayd are presented in illustration of this latter point. (shrink)

Los sesgos cognitivos afectan negativamente la toma de decisiones en todas las esferas de la vida, incluyendo las decisiones de los jueces. La imposibilidad de eliminarlos por completo de la práctica del derecho, o incluso de controlar sus efectos, contrasta con el anhelo de que las decisiones judiciales sean el resultado exclusivo de un razonamiento lógico-jurídico correcto. Frente el efecto sistemático, recalcitrante y porfiado de los sesgos cognitivos, una posible estrategia para disminuir su efecto es enfocarse, no en modificar el (...) comportamiento de los agentes judiciales, sino en moldear su entorno para que los sesgos tengan menos oportunidades de aparecer. En particular, es más provechoso concentrar los esfuerzos en identificar aquellas reglas procesales que faciliten o limiten el efecto de los sesgos. En este ensayo propongo un diálogo fructífero entre el derecho y la psicología que puede llevar a mejorar la calidad de los sistemas judiciales. La propuesta está basada en la creación de guías de práctica judicial que puedan servir de base para la creación de protocolos procesales que limiten en la medida de lo razonable sus efectos negativos y conduzcan a mejores decisiones judiciales. (shrink)

: New genetic technologies continue to emerge that allow us to control the genetic endowment of future children. Increasingly the claim is made that it is morally "irresponsible" for parents to fail to use such technologies when they know their possible children are at risk for a serious genetic disorder. We believe such charges are often unwarranted. Our goal in this article is to offer a careful conceptual analysis of the language of irresponsibility in an effort to encourage more care (...) in its use. Two of our more important sub-claims are: A fair judgment of genetic irresponsibility necessarily requires a thick background description of the specific reproductive choice; and there is no necessary connection between an act's being morally wrong and its being irresponsible. These are distinct judgments requiring distinct justifications. (shrink)

Autoethnographic accounts of mental illness (MI) are sparse in academic scholarship, despite generating valuable insights into how MI can be experienced and coped with in real-life contexts. First-person accounts from men are especially lacking, possibly linked to historic trend for masculine stoicism stifling male MI discussions. Some scholarships explore video-gaming as a positive, escapist aid benefiting individuals experiencing major depressive disorder (MDD). However, no research exists presenting in-depth perspectives on possible positive effects, self-identified and articulated by actors engaging with gaming (...) to cope with MDD. This research adopts a novel qualitative perspective, representing an in-depth autoethnographic examination of my experiences playing the personal computer game DeusEx, during a period of my life where I was under treatment for MDD. My positions as both a psychologist specializing in research prioritizing feminist theory as applied to understand men, masculinities, and mental health, and someone themselves recurrently treated for MDD over longer than 22 years, construct a unique dual-positionality perspective. Explicit discussions of my MDD experiences and my experiences concerning the value of video-gaming as a positive, escapist aid during MDD are presented, alongside personal deconstructions of the lasting influences of hegemonic masculinity upon men speaking up about MI. Arguments are presented for future scholars utilizing autoethnographic methods to generate realist perspectives, normalizing mental health discussions, particularly the sharing of underrepresented male experiences. Implications for future scholarship, building upon learnings generated by this research, are developed and put forward. (shrink)

Introduction In 2013, Dr. J. Muizelaar and Dr. R. Schrot, two neurosurgeons at the University of California Davis Medical Center (UCDMC), were found guilty of research misconduct due to failure to comply with institutional policies as well as Food and Drug Administration (FDA) regulations governing human subjects research. At issue here, however, is the difference between research and innovative therapy in the clinical setting of patient care where clinical judgment is reasonably to be privileged. Methods The UCDMC investigative document is (...) reviewed along with standard literature on clinical ethics and clinical data about glioblastoma multiforme (GBM) cancer. Results In this paper I argue that, by tendentiously focusing on policies, regulations, and procedures governing human subjects research, the UCDMC investigation failed to account for the centrality of clinical judgment and clinical ethics pertinent to judicious review of this matter, especially given the unique clinical context of terminally ill patients having exhausted standard care treatment options for glioblastoma multiforme (GBM) cancer. Conclusions The UCDMC investigation raises serious problems for clinicians who are engaged in innovative therapy in the clinical setting, requiring a regulatory framework separate from the normal Institutional Review Board (IRB) process. (shrink)

The following is a paper presented for the Course Rahner and Lonergan at the University of Toronto (Winter, 2014), revised and edited Winter, 2018. Our purpose is to defend the possibility of “perceptualism,” that is to say, the position maintaining that the intelligible content of consciousness is given in perception and not posited by the activity of the subject. Assisted by the insights of Cornelio Fabro, this defense contrasts perceptualism with Bernard Lonergan’s “critical realism”. This paper focuses on the notion (...) of experience, seemingly the basis of the opposition between perceptualism and critical realism. (shrink)

What is the distinction between understanding and forming a concept? In my view, for Aquinas, intelligere (the act of understanding) and dicere (the forming of a verbum or mental word) are not two different acts, but simply two different aspects of the same act of understanding. In the following, I will explore more in depth what this distinction means for Aquinas. Firstly, I will give a mostly doctrinal or systematic overview of the issue and, secondly, I will support my claims (...) with relevant textual evidence, taken exclusively from Aquinas’ Summa Theologiae. This study, as an appendix, is part of “The Influence of Kant in Transcendental Thomism: Rahner, Lonergan and Von Balthasar” (forthcoming). In my view, Lonergan’s way of distinguishing intelligere and dicere is different from St. Thomas’ way. In the body of my book, I focus on Lonergan’s reasons to distinguish these notions in his own particular way, whereas this study focuses on St. Thomas’ doctrine. It is my hope that the following lines will foster an understanding of St. Thomas’ epistemology and of its application to Trinitarian theology. (shrink)

This paper raises three questions regarding the attribution of beliefs, desires, and intentions to robots. The first one is whether humans in fact engage in robot mindreading. If they do, this raises a second question: does robot mindreading foster trust towards robots? Both of these questions are empirical, and I show that the available evidence is insufficient to answer them. Now, if we assume that the answer to both questions is affirmative, a third and more important question arises: should developers (...) and engineers promote robot mindreading in view of their stated goal of enhancing transparency? My worry here is that by attempting to make robots more mind-readable, they are abandoning the project of understanding automatic decision processes. Features that enhance mind-readability are prone to make the factors that determine automatic decisions even more opaque than they already are. And current strategies to eliminate opacity do not enhance mind-readability. The last part of the paper discusses different ways to analyze this apparent trade-off and suggests that a possible solution must adopt tolerable degrees of opacity that depend on pragmatic factors connected to the level of trust required for the intended uses of the robot. (shrink)

El uso de sistemas de machine learning en los procesos de selección laboral ha sido de gran utilidad para agilizarlos y volverlos más eficientes, pero al mismo tiempo ha generado problemas en términos de equidad, confiabilidad y transparencia. En este artículo comenzamos explicando los diferentes usos de la Inteligencia Artificial en los procesos de selección laboral en Estados Unidos. Presentamos los sesgos sexuales y raciales que han sido detectados en algunos de ellos y explicamos los obstáculos jurídicos y prácticos para (...) su detección y análisis. Un posible remedio jurídico a la discriminación algorítmica es el régimen de impacto diferencial sistémico utilizado en Estados Unidos. Usamos algunas características de este régimen para señalar los vacíos jurídicos frente a la discriminación en el acceso al empleo en el ámbito del derecho laboral colombiano, y ofrecemos algunas características generales que podría tener un régimen de esa naturaleza. (shrink)

In the natural and social sciences, it is common to use toy models—extremely simple and highly idealized representations—to understand complex phenomena. Some of the simple surrogate models used to understand opaque machine learning (ML) models, such as rule lists and sparse decision trees, bear some resemblance to scientific toy models. They allow non-experts to understand how an opaque ML model works globally via a much simpler model that highlights the most relevant features of the input space and their effect on (...) the output. The obvious difference is that the common target of a toy and a full-scale model in the sciences is some phenomenon in the world, while the target of a surrogate model is another model. This essential difference makes toy surrogate models (TSMs) a new object of study for theories of understanding, one that is not easily accommodated under current analyses. This paper provides an account of what it means to understand an opaque ML model globally with the aid of such simple models. (shrink)

Current work in language models (LMs) helps us speed up or even skip thinking by accelerating and automating cognitive work. But can LMs help us with critical thinking -- thinking in deeper, more reflective ways which challenge assumptions, clarify ideas, and engineer new concepts? We treat philosophy as a case study in critical thinking, and interview 21 professional philosophers about how they engage in critical thinking and on their experiences with LMs. We find that philosophers do not find LMs to (...) be useful because they lack a sense of selfhood (memory, beliefs, consistency) and initiative (curiosity, proactivity). We propose the selfhood-initiative model for critical thinking tools to characterize this gap. Using the model, we formulate three roles LMs could play as critical thinking tools: the Interlocutor, the Monitor, and the Respondent. We hope that our work inspires LM researchers to further develop LMs as critical thinking tools and philosophers and other 'critical thinkers' to imagine intellectually substantive uses of LMs. (shrink)

The scope and reach of information, driven by the explosive growth of information technologies and content types, has expanded dramatically over the past 30 years. The consequences of these changes to records and information management (RIM) professionals are profound, necessitating not only specialized knowledge but added responsibilities. RIM professionals require a professional ethics to guide them in their daily practice and to form a basis for developing and implementing organizational policies, and Mooradian’s new book provides a rigorous outline of such (...) an ethics. Taking an authoritative principles/rules based approach to the subject, this book comprehensively addresses •the structure of ethics, outlining principles, moral rules, judgements, and exceptions; •ethical reasoning, from meaning and logic to dilemmas and decision methods; •the ethical core of RIM, discussing key topics such as organizational context, the positive value of accountability, conflicts of interest, and confidentiality; •important ethical concerns like copyright and intellectual property, whistleblowing, information leaks, disclosure, and privacy; and •the relationship between RIM ethics and information governance. -/- An essential handbook for information professionals who manage records, archives, data, and other content, this book is also an ideal teaching text for students of information ethics . (shrink)

In this essay, by example of the physician-patient relationship and drawing on the work of D.W. Winnicott, I explore what may be possible together in relationships, and in the pursuit of health and flourishing, at understanding what we need, and getting ourselves and the other “right”—what we are afraid of and how we get each other wrong, and the distance or gap between “what has been” and “what might be.” In pursuit of these questions, I consider what both physicians and (...) patients might endeavor to do together to address this distance: to recognize and respond to each other, and to identify and address common needs and felt distances. And, how, along the way, we may be able to better identify and understand fundamental challenges to all relationships. Finally, I ask the reader to imagine a physician-patient encounter (and all relationships) as vulnerable possibilities. And I suggest a method for a way forward. While we may not always get what we want in a relationship, perhaps our earnest effort at knowing together will open a potential space for us to get what we need. This is where I imagine that the physician-patient relationship begins: where all relationships begin. (shrink)

The need to optimize student interactions in universities for enhanced academic performance has been a subject of debate and discussion in different academic fora. A number of studies have shown that students, both male and female, can assert themselves academically if they are provided with opportunities for active participation and interaction with their lecturers and peers for both the horizontal and the vertical sharing of knowledge. The purpose of this study, therefore, was to investigate the gender-based interaction practices of science, (...) mathematics and technology university students, and how these interactive patterns influence their academic performance. Using a quantitative approach located in the post-positivist paradigm, the study employed a structured questionnaire to collect the data from a sample of 1285 students from three universities. The results of the study showed that institutional practices, lecturers, parents, peers, learning content and artifacts, as well as the classroom environment, have a significant influence on the gender-based interaction practices of university students. Furthermore,, the results showed that the levels of interaction have a significant influence on the academic performance of university students, according to gender. As a main recommendation, it was proposed that universities should come up with gender-equity policies that would guide how the universities and their stakeholders could cater for the issues of gender equity. (shrink)

According to Molinism, logically prior to his creative decree, God knows via middle knowledge the truth value of the counterfactuals or conditionals of creaturely freedom (CFs) and thus what any possible person would do in any given circumstance. Critics of Molinism have pointed out that the Molinist God gets lucky that the CFs allow him to actualize either a world of his liking or even a good-enough world at all. In this paper, I advance and strengthen the popular critique in (...) two ways. First, I specify the kind of luck to which God is subject, which is circumstantial moral luck. Second, and more importantly, I argue that exposure to this luck is problematic because something external to God and beyond his control determines the degree of praiseworthiness he deserves in relevant possible worlds. My main contention is that divine subjection to circumstantial moral luck raises the theoretical costs of Molinism. (shrink)

This paper deals with the mutations in Wittgenstein’s treatment of the notions of “generality” and of “singularity”, from his first philosophy, in the Tractatus Logico-Philosophicus, to his later mature philosophy represented by the Philosophical Investigations. As we shall see, Wittgenstein’s philosophical handling of the notion of “visual perception” plays a key role in those conceptual transformations.

This paper is an attempt to clarify, from a Thomistic point of view, the nature and method of metaphysics. I argue that metaphysics' object is created being, not God, even if God enters metaphysics as efficient cause of metaphysic's object. Also, that metaphysics is a science, insofar as a particular kind of coherent reasoning process, going from the many to understand a certain oneness, and then from that oneness to reinterpret the many. Moreover, that, in this particular process of reasoning, (...) doctrinal topics must follow a certain order. Thus, in particular, I argue that the distinction between essence and act of being in every creature cannot be argued before arguing the existence of God. I touch upon the notion of separation in metaphysics and I compare Aquinas' notion of resolution with Fabro's notion. (shrink)

What process ought to guide decision making for pediatric patients? The prevailing view is that decision making should be informed and guided by the best interest of the child. A widely discussed structural model proposed by Buchanan and Brock focuses on parents as surrogate decision makers and examines best interests as guiding and/or intervention principles. Working from two recent articles by Ross on “constrained parental autonomy” in pediatric decision making (which is grounded in the Buchanan and Brock model), I discuss (...) (supportively) features of Ross’s effort visa-vis the best interest standard. I argue that any pediatric decision-making model that brackets or formally limits an engagement with the child patient assumes too much. Further, any model that under appreciates the place of parents and their autonomy, and the dynamic parent-child relationship, misses an opportunity to broaden the clinical encounter by considering questions of justice for the child (Rawls) and within a family (Ross). In this context, I focus on the child’s emerging and ongoing emotional and intellectual development and autonomy—their capabilities and identifying primary goods. (shrink)

This reflective narrative piece examines the formative influence of Codemasters’ early 90s video game Magicland Dizzy on a childhood gaming experience initially characterised by disappointment. Framed within the context of a snowy Christmas morning in 1992, set in the rural northeast of Scotland, the narrative recounts anticipation and excitement, explores themes of nostalgia, the cultural significance of early gaming, and the enduring impact of technological encounters on personal and familial creativity during childhood. The following was published in GameTripper in June (...) 2021. (shrink)

Bayesian models of legal arguments generally aim to produce a single integrated model, combining each of the legal arguments under consideration. This combined approach implicitly assumes that variables and their relationships can be represented without any contradiction or misalignment, and in a way that makes sense with respect to the competing argument narratives. This paper describes a novel approach to compare and ‘average’ Bayesian models of legal arguments that have been built independently and with no attempt to make them consistent (...) in terms of variables, causal assumptions or parameterization. The approach involves assessing whether competing models of legal arguments are explained or predict facts uncovered before or during the trial process. Those models that are more heavily disconfirmed by the facts are given lower weight, as model plausibility measures, in the Bayesian model comparison and averaging framework adopted. In this way a plurality of arguments is allowed yet a single judgement based on all arguments is possible and rational. (shrink)

This paper offers a new interpretation for Wittgenstein`s treatment of mathematical identities. As it is widely known, Wittgenstein`s mature philosophy of mathematics includes a general rejection of abstract objects. On the other hand, the traditional interpretation of mathematical identities involves precisely the idea of a single abstract object – usually a number –named by both sides of an equation.