Machine learning algorithms may radically improve our ability to diagnose and treat disease. For moral, legal, and scientific reasons, it is essential that doctors and patients be able to understand and explain the predictions of these models. Scalable, customisable, and ethical solutions can be achieved by working together with relevant stakeholders, including patients, data scientists, and policy makers.

MUDANÇAS, REVOLUÇÕES E SUAS IMPLICAÇÕES -/- CHANGES, REVOLUTIONS AND THEIR IMPLICATIONS -/- Emanuel Isaque Cordeiro da Silva – IFPE-BJ, CAP-UFPE e UFRPE - [email protected] / [email protected] e WhatsApp: (82)98143-8399 -/- PREMISSA -/- A mudança social é um tema presente na Sociologia desde o seu início. Seria possível dizer que o surgimento da Sociologia está vinculado à discussão sobre as transformações sociais, ou seja, falar sobre a ciência da sociedade é falar sobre esse tema. Por isso mesmo, abordar o tema da (...) mudança social pressupõe lidar com a questão das resistências às possíveis transformações. Quando uma comunidade ou uma sociedade se depara com mudanças, de origem interna ou externa, há sempre resistência, pois há uma espécie de acomodação ao que já existe. Assim, as relações de poder, por exemplo, podem se modificar, num complexo jogo de resistência contra o poder e desejo de conquistá-lo ou ampliá-lo. Desse modo, confrontos e conflitos compõem o itinerário das mudanças e revoluções sociais. -/- Aqui serão objetos de análise dois grandes tipos de mudanças sociais: aquelas que, por seu caráter universal e multifacetado, afetaram toda a humanidade e aquelas de conotação sociopolítica, que atingiram determinadas sociedades e, depois, tornaram-se referência para outras mudanças. Serão, portanto, abordadas as revoluções agrícola e industrial e as recentes transformações e os episódios mais marcantes das revoluções políticas contemporâneas em todo o mundo. -/- A REVOLUÇÃO AGRÍCOLA -/- Esta revolução transformou radicalmente a forma de produção de alimentos das populações humanas. A expressão “revolução agrícola” foi criada pelo arqueólogo australiano Gordon Childe (1892-1957). Ela também é chamada de “revolução do Neolítico”, pois foi o período em que a humanidade desenvolveu a agricultura e as técnicas de cultivo de alimentos, como também aprendeu a domesticar e criar animais. Isso alterou o processo de obtenção de alimentos, pois as populações deixaram de ser coletoras e caçadoras e passaram, paulatinamente, a ter uma relação diferenciada com animais e plantas. Essas mudanças não ocorreram ao mesmo tempo em todos os lugares. Elas se iniciaram no Oriente Médio (há 9 ou 10 mil anos). Depois, no Egito (9 mil), na Índia (8 mil), na China (7 mil), na Europa (6,5 mil), na África tropical (5 mil) e na América, principalmente no México e no Peru (4,5 mil anos), através do deslocamento de hordas humanas ou movimentos independentes. O processo foi muito longo. Inicialmente, percebeu-se que os grãos que eram coletados para alimentação poderiam ser enterrados, isto é, “semeados”, a fim de produzir novas plantas iguais às que eram coletadas anteriormente. Assim, foi possível produzir trigo, cevada, milho, arroz e tubérculos (vários tipos de batatas); posteriormente, também árvores frutíferas. A partir de então, em consequência da experiência e da observação do que acontecia no meio ambiente, passou-se a selecionar sementes e outras árvores para plantio. Através da experiência prática, desenvolveu-se um conhecimento dos diferentes tipos de solo e de plantas, o que ajudou a aprimorar as técnicas de plantio e colheita, incluindo a observação da melhor época para o desenvolvimento de cada uma das culturas. Determinante para a fixação de grupos humanos (sedentarização) há milhares de anos, a agricultura ainda é a principal atividade de parte expressiva da população mundial. Essa atividade é a eminente na questão de desenvolvimento do Brasil, uma vez que o setor a cada ano emprega mais, a cada ano produz mais e a cada ano supera os índices de lucratividade anteriores, sendo, por fim, o baú do tesouro brasileiro. Voltando para a Revolução, outro elemento essencial desse processo foi a domesticação de animais. Junto com a agricultura, esse foi um passo muito importante para a alteração do modo de vida da humanidade, já que eliminou a necessidade do deslocamento para obtenção da carne e das peles necessárias ao conforto e também do leite dos rebanhos. A domesticação deve ter surgido espontaneamente em vários locais, resultado do processo de aproximação e observação dos animais no decurso das caçadas. O primeiro animal domesticado foi o cão; na sequência, animais para a alimentação e tração, como a cabra, o carneiro, o boi e o cavalo. Paralelamente a essas mudanças, alguns instrumentos foram sendo confeccionados, como a foice, o arado, a roda e outros que eram utilizados para arar a terra e até na colheita: novas tecnologias para um processo revolucionário. Esse processo intenso de subdivisões e deslocamentos provocou uma onda de difusão da agricultura e da atividade pastoril através das migrações. Imagine-se por um momento vivendo em grupos ou fazendo parte de hordas humanas, reproduzindo-se e subdividindo-se, migrando para outros locais, plantando e desenvolvendo a criação de animais em vários lugares, deslocando-se à procura de novos espaços e invadindo territórios de outros grupos, convivendo entre si ou em conflito, aprendendo e ensinando aos grupos com os quais estabeleceram alguma comunicação e submetendo-se ou sendo submetidos pelos habitantes com quem entraram em contato. Esse é apenas um pequeno esboço do que ocorreu nesse processo de transmissão e absorção de novas formas revolucionárias de viver. A grande revolução agrícola (que foi, em essência, a síntese de centenas de revoluções localizadas no tempo e no espaço e marcadas pela diversidade de ações e resultados) foi aquela que alterou de fato e profundamente toda a humanidade. Mas ela continua até hoje, uma vez que as transformações que ocorrem na produção de alimentos não estacionaram e mantêm um processo de mudança contínuo. Entretanto, existem ainda formas de organização social, como a de alguns poucos povos caçadores e coletores, que utilizam a agricultura e a domesticação de animais à moda antiga. -/- A REVOLUÇÃO INDUSTRIAL -/- O que se chama de Revolução Industrial na Europa nos séculos XVIII e XIX não é uma revolução puramente industrial, nem começou repentinamente nesses séculos. Foi um processo lento de transformação que se desenvolveu desde o século XV e atingiu grandes setores da produção, como o mineiro, o metalúrgico e o têxtil. A expansão da produção nesses setores envolveu a invenção de novas técnicas e máquinas, além de uma estrutura (a fábrica) que permitisse a concentração de equipamentos e trabalhadores num só lugar. Situadas quase sempre nas cidades, as fábricas requeriam muita mão de obra. Atraindo as pessoas que deixavam o campo em busca de trabalho, as cidades cresceram vertiginosamente. Transformava-se, assim, a forma de produzir bens e serviços, alterando as formas de viver e revolucionando as relações sociais. Mas isso não aconteceu de maneira uniforme no mundo todo. Para que se tenha ideia da multiplicidade das mudanças trazidas pela urbanização e pela industrialização, a Inglaterra conheceu esses fenômenos típicos da modernidade em torno de 1860; o Brasil, por volta da década de 1930; a China, a partir do final do século XX. A Revolução Industrial começou no setor têxtil, na produção da lã e do algodão, com o uso das máquinas de fiar conhecidas como Spinning Jenny (1764) e Spinning Mule (1789), inventadas, respectivamente, por James Hargreaves e Samuel Crompton. Nessa época, a produção era feita manualmente, com rocas de baixíssimo rendimento. Pode-se dizer que, paralelamente à Revolução Industrial, houve na Europa uma segunda revolução agrícola. Ela teve início com a mudança na estrutura da propriedade rural, quando os proprietários de terras se juntaram a ricos comerciantes das cidades interessados em investir na agricultura e promoveram a introdução de novas técnicas de cultivo, entre as quais a rotação de culturas sem pousio (parcela de terras em repouso), de forma a retirar o máximo proveito das terras; a drenagem de terras pantanosas; o abate de florestas; e a ocupação de terras comunais. No intuito de melhorar a produção, promoveram a seleção das espécies mais produtivas, de sementes e o apuramento dos melhores rebanhos. Além disso, foram introduzidas máquinas e houve melhora nos transportes no espaço agrário. Isso permitiu relativa abundância em produtos agrícolas essenciais (carne, leite e derivados, legumes, tubérculos, cereais etc.), que juntamente com a indústria extrativa do sal, indispensável para a conservação dos alimentos, propiciou a melhoria gradual na dieta alimentar. Essas mudanças e a diminuição crescente da mortalidade propiciaram o que se pode chamar de revolução demográfica. Para se ter uma ideia, na Inglaterra, onde a Revolução teve início, a população em 1750 era de 6,5 milhões; em 1801 passou a 16,3 milhões e, em 1851, somava 27,5 milhões. Isso exigiu um aumento da produção e de matérias-primas vegetais e animais (transformadas nas fábricas). No século XIX, outras transformações ocorreram em face da emergência de novas fontes energéticas (eletricidade e petróleo) e de novos ramos industriais, o que resultou em alteração profunda nos processos produtivos, com a introdução de novas máquinas e equipamentos. Todas essas transformações propiciaram mudanças nas comunicações (telégrafo e telefone), nos meios de transporte (navio e trem a vapor, automóvel) e também em todas as esferas da vida (familiar, educacional, jurídica, governamental etc.). Além disso, provocaram o surgimento de inovações na arte, na literatura e nas ciências. -/- AS REVOLUÇÕES CONTEMPORÂNEAS -/- Há uma grande transformação em curso nas sociedades humanas. Os grandes artífices dessas mudanças cada vez mais radicais são as inovações tecnológicas e os resultados alcançados pela evolução dos processos científicos. É difícil demarcar espaços que estejam imunes a essa era de revoluções múltiplas e de largo alcance: de algum modo, todas as culturas estão imersas nessa nova fase da aldeia global, em que tudo e todos parecem estar condenados à interconexão e às novas realidades na microeletrônica, na genética de laboratório e na nanotecnologia, para citar apenas alguns dos “admiráveis mundos novos”. A microeletrônica revolucionou a escala produtiva de bens e serviços mediante o desenvolvimento de sistemas computacionais. Provocou uma mudança significativa também nos meios de comunicação. O uso de celulares, smartphones, computadores pessoais e portáteis, tablets e outros tantos equipamentos está alterando a forma de as pessoas e organizações públicas e privadas se comunicarem e se estruturarem. Novos componentes eletrônicos produzidos com base na nanotecnologia poderão revolucionar o que hoje conhecemos por computação, permitindo a produção de computadores pessoais com muitos processadores, extremamente rápidos e com enorme capacidade de armazenamento. No futuro, os nanoprocessadores provavelmente estarão presentes na maioria dos objetos que utilizaremos. Por meio da microeletrônica e da nanotecnologia, o nível de desenvolvimento da bioengenharia (ou engenharia genética) beirará a ficção científica. A manipulação genética, com o aprofundamento do conhecimento do DNA humano, de plantas e animais, será ampliada. As pesquisas mais divulgadas nessa área se referem às possibilidades de intervenção no campo da Medicina, como as vinculadas à utilização de células-tronco, à produção de vacinas e medicamentos específicos, à produção sintética de elementos essenciais à saúde humana (como a insulina e a albumina), à análise genética das doenças e à consequente terapia gênica, aos transplantes, ao mapeamento genético dos indivíduos, à formação de bancos de genoma de espécies em extinção, à recuperação de DNA de espécies extintas e até à clonagem de animais. Essas transformações podem gerar, entretanto, novos desafios e suscitar questões atreladas, por exemplo, à privacidade dos indivíduos, ao acesso desigual à tecnologia, aos riscos ambientais (aos seres vivos, incluindo os humanos), às relações sociais e de trabalho, às mudanças de valores e normas sociais e, principalmente, às possibilidades de maior liberdade e igualdade ou maior opressão/controle, além de maior ou menor desigualdade social. A Sociologia, que, como vimos, nasceu na Europa no contexto de grandes transformações, propõe debates sobre essas novas tecnologias e as mudanças sociais provocadas pelo uso delas. São necessários novos olhares, novos conceitos e teorias para dar conta desses elementos que estão afetando a vida humana em todos os sentidos. A utilização de novos saberes e tecnologias alterará a pesquisa em todas as ciências, permitindo mais aprofundamento, através de novos equipamentos, com modificações sensíveis nos modos de conhecer o mundo. A aplicação e o desenvolvimento científicos exercerão impacto na maioria das indústrias existentes, em áreas como as de sistemas de construção, transportes, comunicações, maquinário agrícola, e, é claro, na prestação de serviços. Será possível fabricar materiais cem vezes mais resistentes que o aço, carros cuja lataria não estará sujeita a riscos, espelhos antiofuscantes, aviões mais leves, jornais eletrônicos de plástico semelhante ao papel, tintas que mudam de cor etc. No cotidiano, roupas que não amassam ou que não cheiram mesmo depois de absorver muito suor poderão ser compradas em supermercados; do mesmo modo, tecidos que controlam a temperatura do corpo, adaptando-o confortavelmente à temperatura do ar, serão vendidos a preços acessíveis em toda parte, ao lado de vestimentas que auxiliam no emagrecimento e em diversas atividades orientadas por médicos e profissionais de saúde e esporte. O futuro, então, logo trará roupas impermeáveis, inodoras e que não mancham, as chamadas roupas interativas. Esses são exemplos simples do que já existe, mas ainda não em escala industrial para consumo massivo. A presença de robôs no processo produtivo já é uma realidade insofismável e pode-se prever que em pouco tempo eles farão serviços domésticos e outras várias atividades que hoje são desenvolvidas por pessoas de carne, osso e alma. Veículos autônomos, ou os automóveis que andam sozinhos, estão sendo desenvolvidos e alguns já são utilizados para a alegria e o espanto de muita gente. Na área ambiental, a revolução tecnológica poderá ocorrer em muitos campos. Ganharão muita visibilidade o uso de materiais alternativos e a utilização do que hoje chamamos de resíduos industriais ou domésticos na fabricação de mercadorias. Todos esses resíduos, que hoje são descartados, inclusive os chamados não recicláveis, podem passar a ser matérias-primas para diferentes setores da economia. A máxima de Lavoisier (1743-1794) seria então plenamente consagrada: Na natureza nada se cria, nada se perde, tudo se transforma. Nem tudo são flores, entretanto. Acesso desigual aos frutos dessas mudanças; prejuízos ao meio ambiente (riscos aos seres vivos, incluindo os humanos), às relações sociais e de trabalho, aos valores e normas sociais e, principalmente, às possibilidades de maior liberdade e igualdade ou mais opressão e controle, além de maiores ou menores desigualdades sociais. Um conjunto de situações novas para as quais ainda não se tem respostas pode surgir da expansão tecnológica e do desenvolvimento da ciência. Assim como a energia atômica trouxe benefícios extraordinários e malefícios estarrecedores à humanidade, novas tecnologias e inovadores processos científicos poderão trazer grandes soluções e reviravoltas nas formas de ser e de viver, bem como enormes e imprevisíveis prejuízos e destruições. -/- BREVE CONCLUSÃO -/- As revoluções do passado e do presente se estenderão ainda por muito tempo, uma vez que são expressões da atividade humana, a qual transforma o meio e é por ele transformada. Não há transformações que não retenham algo do passado e, ao mesmo tempo, delineiem alguns traços do futuro, pois as mudanças, por mais radicais que sejam, sempre conservam algo. Além disso elas não ocorrem em todos os lugares nem atingem a todos da mesma forma, deixando abertas as portas da história. Essa imprevisibilidade da ação humana, calcada no tempo anterior e orientada para os dias posteriores, dá graça e mistério à existência, tornando a vida em sociedade um desafio de conquistas fabulosas e um palco de derrotas lampejantes. -/- REFERENCIAL TEÓRICO -/- ALMOND, M.; BATISTA, G. O livro de ouro das Revoluções. 2ª ed. São Paulo: Saraiva, 2018. -/- TOMAZI, N. D.; ROSSI, M. A. Sociologia para o ensino médio. Vol. Único. 5ª ed. São Paulo: Saraiva, 2016. -/- Todos os direitos reservados para Emanuel Isaque Cordeiro da Silva © 2019 Estimule a criatividade, respeite o direito autoral. -/- . (shrink)

I develop a theory of counterfactuals about relative computability, i.e. counterfactuals such as 'If the validity problem were algorithmically decidable, then the halting problem would also be algorithmically decidable,' which is true, and 'If the validity problem were algorithmically decidable, then arithmetical truth would also be algorithmically decidable,' which is false. These counterfactuals are counterpossibles, i.e. they have metaphysically impossible antecedents. They thus pose a challenge to the orthodoxy about counterfactuals, which would treat them as uniformly true. What’s more, I (...) argue that these counterpossibles don’t just appear in the periphery of relative computability theory but instead they play an ineliminable role in the development of the theory. Finally, I present and discuss a model theory for these counterfactuals that is a straightforward extension of the familiar comparative similarity models. (shrink)

Almost every facet of the experience of musical listening—from pitch, to rhythm, to the experience of emotion—is thought to be shaped by the meeting and thwarting of expectations. But it is unclear what kind of mental states these expectations are, what their format is, and whether they are conscious or unconscious. Here, we distinguish between different modes of musical listening, arguing that expectations play different roles in each, and we point to the need for increased collaboration between music psychologists and (...) philosophers in order to arrive at a more detailed characterisation of conscious musical experience and the role of expectations therein. (shrink)

We have a much better understanding of physics than we do of consciousness. I consider ways in which intrinsically mental aspects of fundamental ontology might induce modifications of the known laws of physics, or whether they could be relevant to accounting for consciousness if no such modifications exist. I suggest that our current knowledge of physics should make us skeptical of hypothetical modifications of the known rules, and that without such modifications it’s hard to imagine how intrinsically mental aspects could (...) play a useful explanatory role. Draft version of a paper submitted to Journal of Consciousness Studies, special issue responding to Philip Goff’s Galileo’s Error: Foundations for a New Science of Consciousness. (shrink)

I defend the extremist position that the fundamental ontology of the world consists of a vector in Hilbert space evolving according to the Schrödinger equation. The laws of physics are determined solely by the energy eigenspectrum of the Hamiltonian. The structure of our observed world, including space and fields living within it, should arise as a higher-level emergent description. I sketch how this might come about, although much work remains to be done.

Foundational ontologies, central constructs in ontological investigations and engineering alike, are based on ontological categories. Firstly proposed by Aristotle as the very ur- elements from which the whole of reality can be derived, they are not easy to identify, let alone partition and/or hierarchize; in particular, the question of their number poses serious challenges. The late medieval philosopher Dietrich of Freiberg wrote around 1286 a tutorial that can help us today with this exceedingly difficult task. In this paper, I discuss (...) ontological categories and their importance for foundational ontologies from both the contemporary perspective and the original Aristotelian viewpoint, I provide the translation from the Latin into English of Dietrich's De origine II with an introductory elaboration, and I extract a foundational ontology–that is in fact a single-category one–from this text rooted in Dietrich's specification of types of subjecthood and his conception of intentionality as causal operation. (shrink)

Ontologies are some of the most central constructs in today's large plethora of knowledge technologies, namely in the context of the semantic web. As their coinage indicates, they are direct heirs to the ontological investigations in the long Western philosophical tradition, but it is not easy to make bridges between them. Contemporary ontological commitments often take causality as a central aspect for the ur-segregation of entities, especially in scientific upper ontologies; theories of causality and philosophical ontological investigations often go hand-in-hand, (...) and were essentially inseparable in medieval thought. This constitutes the foundation for a bridge, and this article analyzes the causality-based ontology of the late medieval philosopher Dietrich of Freiberg from the viewpoint of today's upper-ontology engineering. In this bridging attempt, it offers a translation into English of the first part of Dietrich's De origine (abbreviated title) that is a compromise between traditional scholarly translations of medieval Latin philosophical texts and contemporary ontology. (shrink)

In several recent contributions to the growing literature on slurs, Hedger draws upon Kaplan's distinction between descriptive and expressive content to argue that slurs are expressions with purely expressive content. The distinction between descriptive and expressive content and the view that slurs are expressions with purely expressive content has been widely acknowledged in prior work, and Hedger aims to contribute to this tradition of scholarship by offering novel arguments in support of his "pure expressivist" account of slurs. But the account (...) that PE offers is explanatorily inadequate, resting on suspect a priori intuitions which also commit one to denying many basic facts about slurs, such as that slurs largely display systematic differential application and that slurs can be used non-offensively between in-group speakers. In this article I provide clear reasons for rejecting PE, arguing particularly against Hedger as one of PE’s most explicit and recent proponents. In showing that PE is inadequate in at least 11 ways, I argue in favor of a mixed or hybrid approach. (shrink)

Many say that ontological disputes are defective because they are unimportant or without substance. In this paper, we defend ontological disputes from the charge, with a special focus on disputes over the existence of composite objects. Disputes over the existence of composite objects, we argue, have a number of substantive implications across a variety of topics in metaphysics, science, philosophical theology, philosophy of mind, and ethics. Since the disputes over the existence of composite objects have these substantive implications, they are (...) themselves substantive. (shrink)

Slurs such as spic, slut, wetback, and whore are linguistic expressions that are primarily understood to derogate certain group members on the basis of their descriptive attributes and expressions of this kind have been considered to pack some of the nastiest punches natural language affords. Although prior scholarship on slurs has uncovered several important facts concerning their meaning and use –including that slurs are potentially offensive, are felicitously applied towards some targets yet not others, and are often flexibly used not (...) only derogatorily to convey offense towards out-group members but also non-derogatorily to convey affiliation with in-group members– the literature remains largely focused on slurs that typically target African Americans, male homosexuals, and sexually active females. Since no account of slurs that typically target Hispanics or Mexican-Americans has so far been proposed, here I offer the first systematic and empirically informed analysis of these that accounts for both their derogatory and appropriative use. Importantly, this article reviews over a dozen Spanish stereotypes and slurs and explains how the descriptive attributes involved in a stereotype associated with a slur can contribute to the predication of certain content in the application of that slur toward its target in context. This article further explains how the psychological effects of stereotype threat and stereotype lift can be initiated through the application of a relevant slur towards its target in context as well. -/- ----- -/- Las expresiones peyorativas tales como spic (‘spic’), slut (‘zorra’), wetback (‘espalda mojada’) y whore (‘puta’) son expresiones lingüísticas que se entienden principalmente para minusvalorar ciertos miembros de un grupo sobre la base de sus atributos descriptivos (como la raza o el sexo). Se ha considerado que las expresiones de este tipo conllevan algunos de los puñetazos más desagradables que el lenguaje natural puede proporcionar. Aunque la literatura especializada sobre expresiones peyorativas ha descubierto varios hechos importantes en cuanto a significado y uso –entre los que se incluyen que tales expresiones son potencialmente ofensivas, apuntan efectivamente hacia unos objetivos pero no hacia otros, y con frecuencia se utilizan con flexibilidad no sólo despectivamente para ofender a miembros por fuera de un grupo, sino que también de forma no despectiva para afiliar con miembros dentro de un mismo grupo–, tal literatura sigue centrada en gran medida en las expresiones peyorativas que típicamente apuntan contra los afroamericanos (nigger ‘negro’), los homosexuales varones (fagot ‘maricón’), y las mujeres sexualmente activas (slut ‘zorra’). En tanto que no se ha propuesto al momento dar cuenta de expresiones peyorativas dirigidas contra hispanos o mexicano-americanos, en este trabajo se ofrece el primer análisis sistemático y empíricamente informado de tales expresiones, tanto en sus usos despectivos y de apropiación. Es importante destacar que en este artículo se revisan más de una docena de estereotipos y expresiones peyorativas en español, además de explicar cómo los atributos descriptivos que participan de un estereotipo asociado con una difamación pueden contribuir a la predicación de determinados contenidos en la aplicación de esa expresión hacia su objetivo en contexto. Asimismo, en este artículo se explica cómo comienzan los efectos psicológicos de la amenaza estereotipada y el realce estereotipado cuando se emplea una expresión peyorativa relevante contra un objetivo en contexto. (shrink)

Coreferentialism refers to the common assumption in the literature that slurs and descriptors are coreferential expressions with precisely the same extension. For instance, Vallee recently writes that “If S is an ethnic slur in language L, then there is a non-derogatory expression G in L such that G and S have the same extension”. The non-derogatory expression G is commonly considered the nonpejorative correlate of the slur expression S and it is widely thought that every S has a coreferring G (...) that possesses precisely the same extension. Yet here I argue against this widespread assumption by first briefly introducing what slurs are and then considering four sources of supporting evidence showing that slurs and descriptors are in fact not coreferential expressions with precisely the same extension. I argue that since slurs and descriptors differ in their extension they thereby differ in their meaning or content also. This article additionally introduces the notion of a conceptual anchor in order to adequately account for the relationship between slurs and descriptors actually evidenced in the empirical data, and further considers the inadequacy of common dictionary definitions of slurs. This article therefore contributes to the literature on slurs by demonstrating that previous accounts operating on the assumption that slurs and descriptors are coreferential expressions with the same extension, and that they thereby have the same meaning or content, are inconsistent with empirical data and that an alternative account in accord with Croom better fits the facts concerning their actual meaning and use. (shrink)

One famous debate in contemporary epistemology considers whether there is always one unique, epistemically rational way to respond to a given body of evidence. Generally speaking, answering “yes” to this question makes one a proponent of the Uniqueness thesis, while those who answer “no” are called “permissivists”. Another influential recent debate concerns whether non-truth-related factors can be the basis of epistemic justification, knowledge, or rational belief. Traditional theories answer “no”, and are therefore considered “purists”. However, more recently many theorists have (...) argued to the contrary, claiming that impurist factors, such as practical stakes, can sometimes encroach or even override truth-related considerations. This paper bridges the two debates by presenting and defending what I call “Impurist Permissivism”. I support Impurist Permissivism by showing how it can resist Roger White’s famous Argument from Arbitrariness (2005). (shrink)

Cosmological models that invoke a multiverse - a collection of unobservable regions of space where conditions are very different from the region around us - are controversial, on the grounds that unobservable phenomena shouldn't play a crucial role in legitimate scientific theories. I argue that the way we evaluate multiverse models is precisely the same as the way we evaluate any other models, on the basis of abduction, Bayesian inference, and empirical success. There is no scientifically respectable way to do (...) cosmology without taking into account different possibilities for what the universe might be like outside our horizon. Multiverse theories are utterly conventionally scientific, even if evaluating them can be difficult in practice. (shrink)

For millennia, knowledge has eluded a precise definition. The industrialization of knowledge (IoK) and the associated proliferation of the so-called knowledge communities in the last few decades caused this state of affairs to deteriorate, namely by creating a trio composed of data, knowledge, and information (DIK) that is not unlike the aporia of the trinity in philosophy. This calls for a general theory of knowledge (ToK) that can work as a foundation for a science of knowledge (SoK) and additionally distinguishes (...) knowledge from both data and information. In this paper, I attempt to sketch this generality via the establishing of both knowledge structures and knowledge systems that can then be adopted/adapted by the diverse communities for the respective knowledge technologies and practices. This is achieved by means of a formal–indeed, mathematical–approach to epistemological matters a.k.a. formal epistemology. The corresponding application focus is on knowledge systems implementable as computer programs. (shrink)

3rd ed, 2021. A circumscription of the classical theory of computation building up from the Chomsky hierarchy. With the usual topics in formal language and automata theory.

An increasing vaccine hesitancy among parents, which has resulted in insufficient rates of immunization, provides reason to reconsider childhood vaccination practices. Studies suggest that parents’ decision-making process concerning whether to vaccinate their child is highly influenced by cognitive biases. These biases can be utilized to increase vaccination uptake via changes in the choice context. This article considers childhood vaccination programmes, which involve children being vaccinated in school or daycare unless their parents actively “opt out”. We suggest that such programmes reconcile (...) parents’ decisional authority and vaccination duties. First, opt-out childhood vaccination based in schools or daycare centres are not disrespectful of parental authority. Second, the programme aligns the default setting with a moral obligation to vaccinate one’s child that most parents have. (shrink)

The paper considers contemporary models of presumption in terms of their ability to contribute to a working theory of presumption for argumentation. Beginning with the Whatelian model, we consider its contemporary developments and alternatives, as proposed by Sidgwick, Kauffeld, Cronkhite, Rescher, Walton, Freeman, Ullmann-Margalit, and Hansen. Based on these accounts, we present a picture of presumptions characterized by their nature, function, foundation and force. On our account, presumption is a modal status that is attached to a claim and has the (...) effect of shifting, in a dialogue, a burden of proof set at a local level. Presumptions can be analysed and evaluated inferentially as components of rule-based structures. Presumptions are defeasible, and the force of a presumption is a function of its normative foundation. This picture seeks to provide a framework to guide the development of specific theories of presumption. (shrink)

Current debates surrounding the virtues and shortcomings of randomization are symptomatic of a lack of appreciation of the fact that causation can be inferred by two distinct inference methods, each requiring its own, specific experimental design. There is a non-statistical type of inference associated with controlled experiments in basic biomedical research; and a statistical variety associated with randomized controlled trials in clinical research. I argue that the main difference between the two hinges on the satisfaction of the comparability requirement, which (...) is in turn dictated by the nature of the objects of study, namely homogeneous or heterogeneous populations of biological systems. Among other things, this entails that the objection according to which randomized experiments fail to provide better evidence for causation because randomization cannot guarantee comparability is mistaken. (shrink)

We defend three controversial claims about preference, credence, and choice. First, all agents (not just rational ones) have complete preferences. Second, all agents (again, not just rational ones) have real-valued credences in every proposition in which they are confident to any degree. Third, there is almost always some unique thing we ought to do, want, or believe.

In this dissertation I achieve the following: (1) I present motivating criteria for a general comprehensive theory of scientific explanation. I review historical approaches to modeling explanation in light of these criteria. (2) I present New Mechanist Explanation ("NME") as the leading candidate for a contemporary, complete theory of scientific explanation. (3) I present constraints on the applicability of New Mechanism in modeling biology, chemistry, and physics. I argue for the unsuitability of NME as a candidate for a general theory (...) of explanation due to its significant omissions of explanatory content and subsequent incompleteness. (4) I present arguments for the indispensable explanatory power of mathematics in science, noting that much of NME's failures are owed to its poor integration of mathematical explanation as applied to science. (5) I propose a Rational-Relational theory of explanation(“RRE”). I present RRE in detail and demonstrate it as a true working general theory of explanation which best meets the motivating criteria presented in (1). I disambiguate RRE from structural explanation ("SE"). I show that historical models of explanation, including the deductive nomological (DNE) model, statistical relevance ("SRE") model, structural model (SE) and unification model ("UE") may be successfully treated as sub-classes of explanation within the scope of RRE. I provide a rubric for selecting amongst sub-theories of explanation under RRE in the purpose of highlighting particular features of relational explanations. (6) In conclusion, I argue that philosophers of science should move forward using RRE as a general model of scientific explanation as a working alternative to the incomplete model of NME. (shrink)

Not focusing on the history of classical logic, this book provides discussions and quotes central passages on its origins and development, namely from a philosophical perspective. Not being a book in mathematical logic, it takes formal logic from an essentially mathematical perspective. Biased towards a computational approach, with SAT and VAL as its backbone, this is an introduction to logic that covers essential aspects of the three branches of logic, to wit, philosophical, mathematical, and computational.

We study the question of how to decompose Hilbert space into a preferred tensor-product factorization without any pre-existing structure other than a Hamiltonian operator, in particular the case of a bipartite decomposition into "system" and "environment." Such a decomposition can be defined by looking for subsystems that exhibit quasi-classical behavior. The correct decomposition is one in which pointer states of the system are relatively robust against environmental monitoring (their entanglement with the environment does not continually and dramatically increase) and remain (...) localized around approximately-classical trajectories. We present an in-principle algorithm for finding such a decomposition by minimizing a combination of entanglement growth and internal spreading of the system. Both of these properties are related to locality in different ways. This formalism could be relevant to the emergence of spacetime from quantum entanglement. (shrink)

We study the conservation of energy, or lack thereof, when measurements are performed in quantum mechanics. The expectation value of the Hamiltonian of a system changes when wave functions collapse in accordance with the standard textbook treatment of quantum measurement, but one might imagine that the change in energy is compensated by the measuring apparatus or environment. We show that this is not true; the change in the energy of a state after measurement can be arbitrarily large, independent of the (...) physical measurement process. In Everettian quantum theory, while the expectation value of the Hamiltonian is conserved for the wave function of the universe, it is not constant within individual worlds. It should therefore be possible to experimentally measure violations of conservation of energy, and we suggest an experimental protocol for doing so. (shrink)

Braun explores the use of digital twin technology in medicine with a particular emphasis on the question of how such simulations can represent a person.1 In defining some first conditions for ethically justifiable forms of representation of digital twins, he argues that digital twins do not threaten an embodied person, as long as that person retains control over their simulated representation via dynamic consent, and ideally with the option to choose both form and usage of the simulation. His thoughtful elaboration (...) provides insight into the challenges inherent in interactions between a person and their digital twin, emphasising the modes of control required to respect personal modes of freedom. This individual-centric approach to the question of representation leaves out the important ethical consideration of ensuring that all, not merely some, can be represented. Braun describes dynamic consent as a necessary mode of control, arguing that where a person is unable to give consent, ‘such simulations threaten to become illegitimate representations. They would then shift the kind of interaction from representation to illegitimate forms of prediction or surveillance and thereby could lead to infringements to individual modes of freedom.’ Consequently, the implementation of digital twin technology in healthcare would seem to exclude the most vulnerable members of society from participation in and benefiting from medical innovation, …. (shrink)

In this article, we describe what cryptocurrency is, how it works, and how it relates to familiar conceptions of and questions about money. We then show how normative questions about monetary policy find new expression in Bitcoin and other cryptocurrencies. These questions can play a role in addressing not just what money is, but what it should be. A guiding theme in our discussion is that progress here requires a mixed approach that integrates philosophical tools with the purely technical results (...) of disciplines like computer science and economics. Note: this article is the first entry within a two-part sequence on the Philosophy, Politics, and Economics of Cryptocurrency. (shrink)

There are two aims of this paper: (1) to explore the affective dimensions of moral shock and how it relates to normative marginalization of those furthest from dominant society, but also, more specifically; (2) to articulate the trans experience of constantly being under moral attack because the dominant “world” normatively defines you out of existence. Toward these ends, I build on Katie Stockdale’s recent work on moral shock, arguing that moral shock needs to be contextualized to “worlds” of sense to (...) understand how marginalized people affectively experience shocking events. My focus is the trans experience of moral shock due to the way trans people are positioned outside of dominant society, creating the conditions to experience cyclical, chronic shock. These affective conditions point to a collective responsibility to ease the affective stress that the most marginalized experience. (shrink)

A. Newell and H. A. Simon were two of the most influential scientists in the emerging field of artificial intelligence (AI) in the late 1950s through to the early 1990s. This paper reviews their crucial contribution to this field, namely to symbolic AI. This contribution was constituted mostly by their quest for the implementation of general intelligence and (commonsense) knowledge in artificial thinking or reasoning artifacts, a project they shared with many other scientists but that in their case was theoretically (...) based on the idiosyncratic notions of symbol systems and the representational abilities they give rise to, in particular with respect to knowledge. While focusing on the period 1956-1982, this review cites both earlier and later literature and it attempts to make visible their potential relevance to today's greatest unifying AI challenge, to wit, the design of wholly autonomous artificial agents (a.k.a. robots) that are not only rational and ethical, but also self-conscious. (shrink)

This paper discusses ethical issues surrounding Integrated Assessment Models (IAMs) of the economic effects of climate change, and how climate economists acting as policy advisors ought to represent the uncertain possibility of catastrophe. Some climate economists, especially Martin Weitzman, have argued for a precautionary approach where avoiding catastrophe should structure climate economists’ welfare analysis. This paper details ethical arguments that justify this approach, showing how Weitzman’s “fat tail” probabilities of climate catastrophe pose ethical problems for widely used IAMs. The main (...) claim is that economists who ignore or downplay catastrophic risks in their representations of uncertainty likely fall afoul of ethical constraints on scientists acting as policy advisors. Such scientists have duties to honestly articulate uncertainties and manage (some) inductive risks, or the risks of being wrong in different ways. (shrink)

Genera, typically hand-in-hand with their branching species, are essential elements of vocabulary-based information constructs, in particular scientific taxonomies. Should they also feature in formal ontologies, the highest of such constructs? I argue in this article that the answer is “Yes” and that the question posed in its title also has a Yes-answer: The way medieval ontologists sliced up the world into genera does matter to formal ontology. More specifically, the way Dietrich of Freiberg, a Latin scholastic, conceived and applied strictly (...) generic criteria to slice up the world into its entities can provide some guidelines to the field of formal ontology with respect to not only its contents, but also its scope. In particular, Dietrich's information criterion plays here a central role. (shrink)

The gulf between philosophical and formal ontology can and should be bridged. In this Editorial, I elaborate briefly on this subject.

Contemporary studies in unconscious cognition are essentially founded on dissociation, i.e., on how it dissociates with respect to conscious mental processes and representations. This is claimed to be in so many and diverse ways that one is often lost in dissociation. In order to reduce this state of confusion we here carry out two major tasks: based on the central distinction between cognitive processes and representations, we identify and isolate the main dissociation paradigms; we then critically analyze their key tenets (...) and reported findings. (shrink)

This article argues that personal medical data should be made available for scientific research, by enabling and encouraging individuals to donate their medical records once deceased, similar to the way in which they can already donate organs or bodies. This research is part of a project on posthumous medical data donation developed by the Digital Ethics Lab at the Oxford Internet Institute at the University of Oxford. Ten arguments are provided to support the need to foster posthumous medical data donation. (...) Two major risks are also identified—harm to others, and lack of control over the use of data—which could follow from unregulated donation of medical data. The argument that record-based medical research should proceed without the need to secure informed consent is rejected, and instead a voluntary and participatory approach to using personal medical data should be followed. The analysis concludes by stressing the need to develop an ethical code for data donation to minimise the risks, and offers five foundational principles for ethical medical data donation suggested as a draft code. (shrink)

We provide a derivation of the Born Rule in the context of the Everett (Many-Worlds) approach to quantum mechanics. Our argument is based on the idea of self-locating uncertainty: in the period between the wave function branching via decoherence and an observer registering the outcome of the measurement, that observer can know the state of the universe precisely without knowing which branch they are on. We show that there is a uniquely rational way to apportion credence in such cases, which (...) leads directly to the Born Rule. Our analysis generalizes straightforwardly to cases of combined classical and quantum self-locating uncertainty, as in the cosmological multiverse. (shrink)

An analysis of--yet another--case of academic failure in multi- and interdisciplinarity. An editorial of the Journal of Knowledge Structures & Systems.

The study aimed at measuring the dominant pattern of leadership and its relation to the performance of the administrative staff in the Palestinian universities. The study community consists of all the administrative staff from Al-Azhar University and the Islamic University, and through the census of the study society it was found to consist of (655) administrative staff. In order to achieve the objectives of the study, the researchers used the method of random sample in the study, and the study was (...) conducted on a sample of (221) administrative staff of the surveyed universities and the response rate was (82.35%). The study found that there is a high degree of satisfaction with the Dominant Pattern of Leadership in the Palestinian universities in Gaza Strip from the point of view of the administrative staff, which reached (71.67%). There is a high level of performance from the point of view of administrative staff, with a percentage of (82.53%). There is a direct correlation between the dominant pattern of leadership and the functional Performance of Administrative Staff, the absence of differences between the sample according to the gender variable in their perception of the dominant pattern of leadership and the functional Performance of Administrative Staff, the absence of differences in the perception of employees of the dominant pattern of leadership and the functional Performance of Administrative Staff depending on the age variable. There are differences of statistical significance according to the variable of scientific qualification in the Dominant Pattern of Leadership, while there were no differences in performance, the differences in the dominant pattern of leadership according to the scientific qualification were in favor of those who obtained the diploma degree compared to other practical qualifications, the absence of differences in the perception of employees of the dominant pattern of leadership and the functional Performance of Administrative Staff depending on the variable years of service, the absence of differences in the perception of employees of the dominant pattern of leadership and the functional Performance of Administrative Staff depending on the variable level of career (Director, Head of Department, and Administrative Officer). There were differences in the perception of workers to the dominant pattern of leadership depending on the variable of the workplace, where there were differences in favor of workers in deanships and colleges compared with the workers in the technical departments. While there were no differences in job performance according to the workplace variable, the existence of differences in the perception of workers to the dominant pattern of leadership depending on the university in which they work in favor of the Islamic University and the absence of differences in performance between the Islamic University and Al-Azhar University. The study reached a number of recommendations, the most important of which is that the interest of the managements of the Palestinian universities in improving the dominant pattern of leadership, to give universities the opportunity to participate in decision-making, the continued administration of universities interest and continuous improvement of the performance of its employees, enhance the periodic evaluation of job performance and to inform employees and express their opinion, solving workers' problems and giving them the opportunity to contribute to solving their own problems, the use of the staff rotation method periodically and strengthening the democratic the dominant pattern of leadership and empowering university staff. -/- . (shrink)

2nd edition. Many-valued logics are those logics that have more than the two classical truth values, to wit, true and false; in fact, they can have from three to infinitely many truth values. This property, together with truth-functionality, provides a powerful formalism to reason in settings where classical logic—as well as other non-classical logics—is of no avail. Indeed, originally motivated by philosophical concerns, these logics soon proved relevant for a plethora of applications ranging from switching theory to cognitive modeling, and (...) they are today in more demand than ever, due to the realization that inconsistency and vagueness in knowledge bases and information processes are not only inevitable and acceptable, but also perhaps welcome. The main modern applications of (any) logic are to be found in the digital computer, and we thus require the practical knowledge how to computerize—which also means automate—decisions (i.e. reasoning) in many-valued logics. This, in turn, necessitates a mathematical foundation for these logics. This book provides both these mathematical foundation and practical knowledge in a rigorous, yet accessible, text, while at the same time situating these logics in the context of the satisfiability problem (SAT) and automated deduction. The main text is complemented with a large selection of exercises, a plus for the reader wishing to not only learn about, but also do something with, many-valued logics. (shrink)

In “Flourish,” the psychologist Martin Seligman proposed that psychological well-being consists of “PERMA: positive emotion, engagement, relationships, meaning, and accomplishment.” Although the question of what constitutes flourishing or psychological well-being has been long debated among scholars, the recent literature has suggested that a paradigmatic or prototypical case of psychological well-being would manifest most or all of the aforementioned PERMA factors. The recent literature on poetry therapy has also suggested that poetry practice may be utilized as “an effective therapeutic tool” for (...) patients suffering from a variety of ailments so it seems plausible that practicing poetry can positively contribute to one flourishing with greater psychological well-being. However, recent studies on poetry therapy have not yet been reviewed and integrated under the PERMA framework from positive psychology to further explore and explicate this possibility. This article therefore contributes to extant work by reviewing recent research on poetry therapy and psychological well-being and offering support for the claim that practicing poetry can positively contribute to one flourishing with greater psychological well-being by positively influencing their emotions, engagement or “flow” experiences, social relationships, sense of meaning or purpose in life, and personal accomplishments. (shrink)

David Stove's essay “The intellectual capacity of women” was first published in 1990, in the Proceedings of a Sydney philosophical society. It has been re-published twice since his death. It seems though that during his lifetime Stove himself refused to agree to its being re-printed. This raises two questions: Did Stove believe his essay on women contains mistakes? And: does it contain mistakes? The main flaws in the essay stem from a rash adoption of simplistic ideas about probability coupled with (...) a question-begging definition of capacity. The work also contains contradictions and exaggerations and some unwise forays into social history. Stove was an intelligent man so it seems likely that he would have recognised those flaws. (shrink)

It is commonly held that the ascription of truth to a sentence is intersubstitutable with that very sentence. However, the simplest subclassical logics available to proponents of this view, namely K3 and LP, are hopelessly weak for many purposes. In this article, I argue that this is much more of a problem for proponents of LP than for proponents of K3. The strategies for recapturing classicality offered by proponents of LP are far less promising than those available to proponents of (...) K3. This undermines the ability of proponents LP to engage in public reasoning in classical domains. (shrink)

On how medieval philosophy is not (only) theology.

In this article, I distinguish two models of personal integrity. The first, wholeheartedness, regards harmonious unity of the self as psychologically healthy and volitional consistency as ethically ideal. I argue that it does so at the substantial cost of framing ambivalence and conflict as defects of character and action. To avoid these consequences, I propose an alternate ideal of humility that construes the self as multiple and precarious and celebrates experiences of loss and transformation through which learning, growth, innovation, and (...) dynamic relationship become possible. This ideal not only sustains prospects for integrity but is more suitable than wholeheartedness for recognizing practices of contestation, such as those involving potentially destabilizing encounters with difference that is common within pluralistic societies, as vital for rich, well-lived lives. (shrink)

Dissertation Prospectus. Exploring the limits of New Mechanism as a general theory of scientific explanation, limiting its scope and proposing constraints.

In recent years, New Mechanism has become one of the most popular and widely discussed philosophical accounts of scientific explanation. Some of its proponents see it as a successor to traditional deductive nomological and statistical approaches to the philosophy of explanation. New Mechanists thus argue for the generality of their approach as a model of scientific explanation. Here we will show that the generality of NME as an account of scientific explanation is restricted. Most significantly, NME is widely recognized to (...) have trouble in accounting for explanation in traditional physics. Yet, in the face of obstacles to NME in the physical sciences, New Mechanists have yet to provide a convincing defense of the generality of their view. In this paper, I (1) summarize when and how NME works, (2) describe briefly what NME is not and can’t be, (3) outline some areas of contemporary scientific explanation where New Mechanism misses the mark; and (4) demonstrate that New Mechanism does not constitute a general theory of scientific explanation but rather covers a restricted scope of explanations. (shrink)

The issue of whether biological and psychological properties associated with disability can be harmful, beneficial, or neutral brings up an important philosophical question about how we evaluate disability, and disability’s impact on well-being. The debate is usually characterized as between those who argue disability is intrinsically harmful, and disability rights advocates who argue that disability is just another way of being different, in part, because disability can also provide important benefits. I argue that this debate is a false one, as (...) neither view can capture the more complicated relationship between disability and well-being. I argue that many disabilities are best understood as a kind of pro-tanto extrinsic harm that is characterized in counterfactual terms. This means that our judgments concerning disability and harm must be context-sensitive. (shrink)

The chapter argues that radical contextuality, a hallmark theme of “postmodern” thought, is also a key element of Heidegger’s thinking. Aristotelian metaphysics, as the question of being qua being, looks for a universal principle common to every particular instance of “to be.” By contrast, the postmetaphysical approach gradually developed by Heidegger basically addresses being as the irreducible context-sensitivity and singularity of a meaningful situation, understood as a unique focal point of a dynamic and complex meaning-context. The fundamental ontology of Being (...) and Time (1927) articulates the temporally contextual structure of the human being as Dasein, culminating in the concept of the multidimensional singular instant (Augenblick). After the failure of his attempt to articulate the temporally contextual singularity of being in terms of its correlation with Dasein, Heidegger attempts an inverted approach: Contributions to Philosophy (1936–38) considers Dasein as the spatiotemporally situated place of the singular event (Ereignis) of being. The chapter finally suggests an interpretation of the fourfold (Geviert) of sky, earth, gods, and mortals, allusively introduced in the 1949 Bremen lectures, as Heidegger’s most elaborate account of the multidimensional structure that makes possible the contextual singularization of meaningfulness. (shrink)