The success of deep learning in natural language processing raises intriguing questions about the nature of linguistic meaning and ways in which it can be processed by natural and artificial systems. One such question has to do with subword segmentation algorithms widely employed in language modeling, machine translation, and other tasks since 2016. These algorithms often cut words into semantically opaque pieces, such as ‘period’, ‘on’, ‘t’, and ‘ist’ in ‘period|on|t|ist’. The system then represents the resulting segments in a dense (...) vector space, which is expected to model grammatical relations among them. This representation may in turn be used to map ‘period|on|t|ist’ (English) to ‘par|od|ont|iste’ (French). Thus, instead of being modeled at the lexical level, translation is reformulated more generally as the task of learning the best bilingual mapping between the sequences of subword segments of two languages; and sometimes even between pure character sequences: ‘p|e|r|i|o|d|o|n|t|i|s|t’ → ‘p|a|r|o|d|o|n|t|i|s|t|e’. Such subword segmentations and alignments are at work in highly efficient end-to-end machine translation systems, despite their allegedly opaque nature. The computational value of such processes is unquestionable. But do they have any linguistic or philosophical plausibility? I attempt to cast light on this question by reviewing the relevant details of the subword segmentation algorithms and by relating them to important philosophical and linguistic debates, in the spirit of making artificial intelligence more transparent and explainable. (shrink)

RELAÇÃO E EFEITOS BIOQUÍMICO-NUTRICIONAIS SOBRE O RETARDO DA MATURIDADE SEXUAL EM BOVINOS -/- -/- Emanuel Isaque Cordeiro da Silva -/- Departamento de Agropecuária – IFPE Campus Belo Jardim -/- [email protected] ou [email protected] -/- WhatsApp: (82)98143-8399 -/- -/- 12. RETARDO DA MATURIDADE SEXUAL -/- -/- Nos animais em crescimento, as deficiências em qualquer dos nutrientes: proteína, energia, macro ou microminerais, vitaminas e aporte hídrico, geram inibição das sínteses de proteínas específicas como os fatores de crescimento. Neste tipo de situação, as taxas (...) de ganho de peso e o desenvolvimento dos diferentes segmentos do trato reprodutivo se alteram. Os animais atrasam a idade a que chegam à puberdade, atrasando a entrada na vida produtiva como animais aptos a se reproduzir. O quadro de atraso à puberdade ocasiona atraso na idade a que se apresenta o primeiro parto, fator responsável por grande parte das falhas na eficiência reprodutiva. Sem dúvida, aspectos nutricionais são os maiores limitantes no crescimento e na maturidade reprodutiva, sendo assim, esse trabalho têm como cunho a apresentação de alguns destes fatores: -/- 12.1 Relação Energia:Proteína -/- A maturidade sexual relaciona-se com um consumo adequado de energia e com a obtenção de um peso corporal adequado; o crescimento depende, em grande medida, da ingestão abundante de elementos energéticos. Uma ração deficiente em energia diminui a velocidade de crescimento, reduz a produção de leite, retarda a puberdade, reduz a fertilidade e diminui a resistência às doenças e ao parasitismo. -/- Uma das causas mais comuns da baixa fertilidade e do atraso da maturidade sexual nas vacas leiteiras é a falta de energia em relação às necessidades do animal ou um balanço de energia negativo; além disso, este atraso no início tardio da maturidade sexual diminui o tempo de vida durante o qual os animais têm uma reprodução ativa. -/- A falta de energia na ração pode ser causada por um consumo insuficiente de alimentos ou por uma baixa digestibilidade de seus componentes (dieta de baixa qualidade) e, por um teor elevado de umidade na dieta. O baixo consumo de energia é normalmente o resultado de restrições alimentares. Em qualquer uma das situações, a falta de energia impede o animal de expressar seu potencial genético de produção e o problema complica-se se, por sua vez, existe deficiência em proteínas, minerais e vitaminas. -/- Como referenciado anteriormente, a energia têm papel fundamental em todos os mecanismos fisiológicos do animal, seja para a reprodução, fornecimento de leite ou para produção de carne, uma vez que possui relação direta com as mitocôndrias celulares. A energia é considerada um tipo de gordura, e possui relação direta com o sistema reprodutivo da vaca. Para a produção de leite, uma vaca pode utilizar suas reservas de gordura e transformá-las em leite, isto é, a cada quilo de gordura corporal pode-se obter de 7 a 9 quilos de leite. O fornecimento de energia têm como fator a categoria animal, o sistema produtivo, a idade etc. logo, a administração de energia deve obedecer os parâmetros de 1,75 a 1,25 Mcal/kg do alimento fornecido, seja matéria seca, volumoso ou ração concentrada. Vale frisar novamente que os níveis de energia administrada devem ser altos (1,72 Mcal/kg) para as vacas no início da lactação e deve-se diminuir gradativamente conforme chega o final da lactação, chegando a 1,54 Mcal/kg ou menos. No caso de prevenção contra o retardamento dos animais à idade reprodutiva, os níveis de energia para as bezerras de 0-3 meses com ± 150 kg deve ser de 1,70 Mcal/kg de MS para mantença e de 1,06 Mcal para ganho de peso diário; para bezerras com idade entre 6-12 meses e um peso de ± 250 kg o nível de energia deve ser de 1,54 Mcal para mantença e de 0,97 para ganho; por fim, para bezerras chegando a categoria de novilhas (> 12 meses) o ideal é o fornecimento de 1,39 Mcal para mantença e de 0,81 Mcal para ganho. Os alimentos que mais fornecem energia são o sebo, a gordura protegida, o milho, etc. -/- O efeito da proteína da dieta na reprodução é complexo. Em geral, quantidades inadequadas de proteína na dieta reduzem a produção de leite e o desempenho reprodutivo (maturidade sexual). Deficiências de proteínas diminuem os níveis de proteínas de reserva ou de transporte no sangue, fígado e músculos o que predispõe o animal a várias doenças que podem levar a não manifestação da maturidade sexual ou mesmo a morte. -/- Há tipos de proteínas como a PB (proteína bruta), a PDR (proteína degradada no rúmen), proteína metabolizável entre outras, ambas possuem relação com a PB e são primordiais no entendimento da nutrição de ruminantes. Os níveis de PDR se forem baixos mostra uma boa população microbiana presente no rúmen do animal, esse compartimento que se desenvolve conforme a ingestão de alimentos concentrados. -/- Para que se possa prevenir o retardamento dos animais à maturidade sexual, deve-se estar atentos aos níveis de proteína que se administra aos animais, em especial para as bezerras que entrarão logo na puberdade estando aptas para se reproduzir. Contudo, o tipo e a quantidade de proteína se limita a fatores como os ingredientes da ração, método alimentar utilizado na propriedade e o potencial produtivo do lote que se maneja. Sendo assim, os níveis oscilam conforme a categoria, idade e peso como demonstra na tabela 1, que traz os níveis ideias de proteína que devem estar presentes na alimentação das bezerras conforme idade e peso médio das mesmas. -/- Tabela 1: Exigências de proteína em bezerras e novilha -/- Nutriente 3-6 meses (± 150 kg) 6-12 meses (± 250 kg) > 12 meses (± 400 kg) -/- PB % 16 12 12 -/- PDR % 8,2 4,3 2,1 -/- Fonte: TEIXEIRA, 1997. -/- Para que as bezerras entrem na maturidade sexual sem atraso ou quaisquer problema, é ideal que a ração que viera ser fornecida para as mesmas possuam uma quantidade básica de 22% de PB presente na composição. Os alimentos mais proteicos são os de origem animal como a farinha de sangue, de penas etc., porém sua administração deve ser limitada. Sendo assim, a tabela 2 traz os possíveis melhores alimentos a serem ofertados aos animais e sua quantidade diária para que se possa suprir os requerimentos dos animais e prevenir o retardamento sexual ou qualquer outro problema reprodutivo que tenha relação nutricional. -/- Tabela 2: Alimentos proteicos e quantidades ideais para bovinos -/- Alimento PB% Quantidade % da mistura ou kg/cab./dia -/- Caroço de algodão 21 ± 50% da mistura da ração (1 kg = 0,5 kg de caroço) -/- Farelo de glúten de milho 23 Pode substituir o volumoso (máximo 3,5 kg/cab./dia) -/- Grão de soja 38 ± 20% da mistura (1 kg = 0,2 kg de grão) ou no máximo 2,5-3,5 kg/cab./dia -/- Farelo de algodão 41 ± 30-40% da mistura (1 kg = 0,3-0,4 kg de farelo) ou no máximo 4,5 kg/cab./dia -/- Fonte: TEIXEIRA, 1997. -/- A Ureia e outras substâncias que contêm nitrogênio não proteico (NNP) podem ser utilizadas pelos microrganismos do rúmen para a produção de proteínas bacterinas. Em geral, a utilização da NNP não é recomendada, exceto em situações especiais de alimentação e sob controle técnico, uma vez que um manejo inadequado, nomeadamente de excessos de consumo, pode provocar intoxicações com efeitos letais (ROIG, 2003; FERGUSON et al., 1989). É claro que as fontes de NNP não possuem aminoácidos e que muitos deles são essenciais e não são sintetizados pela microbiota ruminal. -/- Alguns autores argumentam que o nitrogênio não proteico (NNP) como a ureia, pode ser muito bem utilizado desde que não exceda um terço do total de nitrogênio na dieta diária ou 3% da ração de grãos de cereais e após adaptação gradual de, pelo menos, três semanas. A boa utilização da ureia nos ruminantes depende da ração conter pelo menos 75% de nutrientes digestíveis totais NDT, disponibilidade suficiente de amido e de CNE para converter o nitrogênio da ureia em proteína microbiana e quando o teor de proteína verdadeira da ração não for inferior a 12% (ROIG, 2003). -/- 12.2 Minerais (K e I) -/- Um excesso de potássio no sangue ocorre quando o consumo excede a capacidade do rim de o eliminar, provocando um atraso na maturidade sexual, ciclos sexuais irregulares e baixa natalidade; também interfere na absorção intestinal do magnésio, dificultando a absorção e o metabolismo do cálcio, magnésio e sódio; geralmente afeta fêmeas de alta produção leiteira (com o leite é excretado muito magnésio). -/- No macho, o excesso de potássio diminui a fecundidade, altera as vesículas seminais e influencia a composição espermática. Na fêmea prejudicaria os ciclos sexuais (duração e intensidade). -/- A excreção de íons de potássio diminui quando se ingere pouca quantidade deste elemento e de sódio, e quando há acidose aguda ou insuficiência das glândulas adrenais. -/- O potássio é um elemento de muitas funções no metabolismo animal e participa de múltiplos mecanismos fisiológicos, dentre eles o reprodutivo. Sendo assim, é importante o criador estar atento sobre a administração do mineral na alimentação das bezerras que vão entrar para a maturidade sexual. De forma geral, é indicado fornecer matéria seca que contenha K na ordem de 0,6 a 1% da composição do alimento. Em média, uma vaca de 600 kg que produz 15 kg de leite ingira cerca de 230 gramas desse mineral diariamente. -/- Em crescimento, a função tireoide tem um papel protetor da sexualidade e estimula a puberdade por suas relações com as funções hipofisária e ovariana, atuando como sensibilizador da gônada para o aparecimento do estro; sendo, na fêmea sinérgico com a FSH. Uma deficiência na produção de hormonas da tireoide induzirá uma redução na troca de energia e na liberação de calor corporal, ou seja, ocorre uma diminuição no metabolismo basal do -/- As iodo-proteínas ou tireoproteínas (T3 e T4) beneficiam o crescimento e a secreção láctea, no macho estimulam a puberdade (maturidade sexual) e são gametogênicas (a hipófise é estimulada pela tiroxina e a vitamina A). -/- Para se livrar do atraso e da desordem da administração dos animais e do cronograma da fazenda, o proprietário deve atentar ao fornecimento adequado de I que varia entre 0,34 e 0,88 mg/kg de MS. -/- As formas de prevenção por parte desses minerais poderá ser manejada através dos alimentos, da água ou via suplementação mineral injetável. Por fim, o criador poderá ficar tranquilo e ter seu cronograma estabelecido sendo posto e prática e obtendo êxito no plantel. -/- -/- REFERÊNCIAS BIBLIOGRÁFICAS -/- -/- BARRENHO, Gonçalo José Pinheiro. Nutrição e fertilidade em bovinos de leite. 2016. Dissertação de Mestrado. Universidade de Évora. -/- BINDARI, Yugal Raj et al. Effects of nutrition on reproduction-A review. Adv. Appl. Sci. Res, v. 4, n. 1, p. 421-429, 2013. -/- BOLAND, M. P. Efectos nutricionales en la reproducción del ganado. XXXI Jornadas Uruguayas de Buiatría, 2003. -/- CASTILLO-BADILLA, Gloriana et al. Efecto de la edad al primer parto sobre parámetros productivos en vacas Jersey de Costa Rica. Agronomía Mesoamericana, v. 24, n. 1, p. 177-187, 2013. -/- DEHNING, R. Interrelaciones entre nutrición y fertilidad. In: Curso Manejo de la Fertilidad Bovina18-23 May 1987Medellín (Colombia). CICADEP, Bogotá (Colombia) Universidad de La Salle, Medellín (Colombia) Instituto Colombiano Agropecurio, Bogotá (Colombia) Sociedad Alemana de Cooperación Técnica-GTZ (Alemania), 1987. -/- DE LUCA, Leonardo J. Nutrición y fertilidad en el ganado lechero. XXXVI Jornadas Uruguayas de Buiatría, 2008. -/- DIAS, Juliano Cesar et al. Alguns aspectos da interação nutrição-reprodução em bovinos: energia, proteína, minerais e vitaminas. PUBVET, v. 4, p. Art. 738-743, 2010. -/- FERGUSON, James D.; CHALUPA, William. Impact of protein nutrition on reproduction in dairy cows. Journal of dairy science, v. 72, n. 3, p. 746-766, 1989. -/- GORDON, Ian. Controlled reproduction in farm animals series. Nova Iorque: CAB International, 1996. -/- GRANJA, Yury Tatiana; CERQUERA, Jefferson; FERNÁNDEZ, Omar. Factores nutricionales que interfieren en el desempeño reproductivo de la hembra bovina. Revista Colombiana de Ciencia Animal, v. 4, n. 2, p. 458-472, 2012. -/- MAAS, John. Relationship between nutrition and reproduction in beef cattle. The Veterinary Clinics of North America. Food Animal Practice, v. 3, n. 3, p. 633-646, 1987. -/- NOGUEIRA, E. et al. Nutrição aplicada à reprodução de bovinos de corte. Embrapa Pantanal-Capítulo em livro científico (ALICE), 2015. -/- PASA, Camila. Relação reprodução animal e os minerais. Biodiversidade, v. 9, n. 1, 2011. -/- ROIG, C. Alimentación del ganado caprino. Informe técnico: PROGANO-INTA. Colonia Benítez, Chaco, Argentina, 2003. -/- SARTORI, Roberto; GUARDIEIRO, Monique Mendes. Fatores nutricionais associados à reprodução da fêmea bovina. Revista Brasileira de Zootecnia, v. 39, p. 422-432, 2010. -/- SHORT, Robert E.; ADAMS, D. C. Nutritional and hormonal interrelationships in beef cattle reproduction. Canadian Journal of Animal Science, v. 68, n. 1, p. 29-39, 1988. -/- TEIXEIRA, J. C.; TEIXEIRA, LFAC. Alimentação de bovinos leiteiros. FAEPE, Lavras, 1997. -/- . (shrink)

It is often said that ‘what it is like’-knowledge cannot be acquired by consulting testimony or reading books [Lewis 1998; Paul 2014; 2015a]. However, people also routinely consult books like What It Is Like to Go to War [Marlantes 2014], and countless ‘what it is like’ articles and youtube videos, in the apparent hope of gaining knowledge about what it is like to have experiences they have not had themselves. This article examines this puzzle and tries to solve it by (...) appealing to recent work on knowing-wh ascriptions. In closing I indicate the wider significance of these ideas by showing how they can help us to evaluate prominent arguments by Paul [2014; 2015a] concerning transformative experiences. (shrink)

This article examines the method of reflective equilibrium (RE) and its role in philosophical inquiry. It begins with an overview of RE before discussing some of the subtleties involved in its interpretation, including challenges to the standard assumption that RE is a form of coherentism. It then evaluates some of the main objections to RE, in particular, the criticism that this method generates unreasonable beliefs. It concludes by considering how RE relates to recent debates about the role of intuitions in (...) philosophy. (shrink)

Hawley introduced the idea of the client's perspective on knowledge, which she used to illuminate knowing-how and cases of epistemic injustice involving knowing-how. In this paper, I explore how Hawley's idea might be used to illuminate not only knowing-how, but other forms of knowledge that, like knowing-how, are often claimed to be distinct from mere knowing-that, focusing on the case studies of moral understanding and ‘what it is like’-knowledge.

This chapter explores the relationship between knowing-how and skill, as well other success-in-action notions like dispositions and abilities. I offer a new view of knowledge-how which combines elements of both intellectualism and Ryleanism. According to this view, knowing how to perform an action is both a kind of knowing-that (in accord with intellectualism) and a complex multi-track dispositional state (in accord with Ryle’s view of knowing-how). I argue that this new view—what I call practical attitude intellectualism—offers an attractive set of (...) solutions to various puzzles concerning the connections between knowing-how and abilities and skills to perform intentional actions. (shrink)

Knowledge-how often appears to be more difficult to transmit by testimony than knowledge-that and knowledge-wh. Some philosophers have argued that this difference provides us with an important objection to intellectualism—the view that knowledge-how is a species of knowledge-that. This article defends intellectualism against these testimony-based objections.

In this paper I develop three different arguments against the thesis that knowledge-how is a kind of knowledge-that. Knowledge-that is widely thought to be subject to an anti-luck condition, a justified or warranted belief condition, and a belief condition, respectively. The arguments I give suggest that if either of these standard assumptions is correct then knowledge-how is not a kind of knowledge-that. In closing I identify a possible alternative to the standard Rylean and intellectualist accounts of knowledge-how. This alternative view (...) illustrates that even if the arguments given here succeed it might still be reasonable to hold that knowing how to do something is a matter of standing in an intentional relation to a proposition other than the knowledge-that relation. (shrink)

Paul (2014, 2015a) argues that one cannot rationally decide whether to have a transformative experience by trying to form judgments, in advance, about (i) what it would feel like to have that experience, and (ii) the subjective value of having such an experience. The problem is if you haven’t had the experience then you cannot know what it is like, and you need to know what it is like to assess its value. However, in earlier work I argued that ‘what (...) it is like’-knowledge comes in degrees, and I briefly suggested that, consequently, some instances of Paul’s argument schema might commit a fallacy of equivocation. The aim of this paper is to further explore and strengthen this objection by, first, offering a new argument—the modelling argument—in support of it, and then by evaluating a range of replies that might be given to this objection on Paul’s behalf. I conclude that each reply either fails or, at best, only partially succeeds in defending some but not all instances of Paul’s argument schema. In closing, I consider how we might revise Paul’s concepts of transformative experiences and choices in response to this conclusion. (shrink)

How should intellectualists respond to apparent Gettier-style counterexamples? Stanley offers an orthodox response which rejects the claim that the subjects in such scenarios possess knowledge-how. I argue that intellectualists should embrace a revisionary response according to which knowledge-how is a distinctively practical species of knowledge-that that is compatible with Gettier-style luck.

What is the relationship between the linguistic properties of knowledge-how ascriptions and the nature of knowledge-how itself? In this chapter I address this question by examining the linguistic methodology of Stanley and Williamson (2011) and Stanley (2011a, 2011b) who defend the intellectualist view that knowledge-how is a kind of knowledge-that. My evaluation of this methodology is mixed. On the one hand, I defend Stanley and Williamson (2011) against critics who argue that the linguistic premises they appeal to—about the syntax and (...) semantics of knowledge-how and knowledge-wh ascriptions—do not establish their desired conclusions about the nature of knowledge-how itself. But, on the other hand, I also criticize the role that linguistic considerations play in Stanley’s (2011a) response to apparent Gettier-style counterexamples to intellectualism. (shrink)

This chapter examines some key developments in discussions of the social dimensions of knowing-how, focusing on work on the social function of the concept of knowing-how, testimony, demonstrating one's knowledge to other people, and epistemic injustice. I show how a conception of knowing-how as a form of 'downstream knowledge' can help to unify various phenomena discussed within this literature, and I also consider how these ideas might connect with issues concerning wisdom, moral knowledge, and moral testimony.

I argue that the contemporary interplay of cosmology and particle physics in their joint effort to understand the processes at work during the first moments of the big bang has important implications for understanding the nature of lawhood. I focus on the phenomenon of spontaneous symmetry breaking responsible for generating the masses of certain particles. This phenomenon presents problems for the currently fashionable Dretske-Tooley-Armstrong theory and strongly favors a rival nomic ontology of causal powers.

There is an intimate relationship between our experiences and our knowledge of what it is like to have those experiences. For having an experience of Φ-ing is clearly an important way of coming to know what it is Φ, and some philosophers have even suggested that it is the only way of coming to possess such knowledge. But despite this intimate connection, we often possess WIL-knowledge after any generating experience has ended. How is this possible? One popular suggestion, roughly following (...) David Lewis, is that one retains knowledge of what it is like to Φ in virtue of retaining abilities to imagine, remember, and recognise experiences of Φ-ing. In this chapter, my aim is to clarify and update this retention hypothesis, by showing how it is independent from Lewis’ ability hypothesis (according to which WIL-knowledge is identified with these abilities), and by identifying and resolving certain ambiguities involved in interpreting Lewis’ three ability conditions, especially the ability to imagine condition. I also explore issues concerning the relative priority of these three conditions, and I argue that there is a good sense in which the ability to imagine condition is the most important of these conditions with respect to how we conceptualise and ascribe WIL-knowledge. (shrink)

This commentary suggests that the ongoing malaise of biomedical research results from adopting a doctrine that is incompatible with the principles of creative scientific discovery and thus should be treated as a mental rather than somatic disorder. I overview the progression of the malaise, outline the doctrine and the history of its marriage to science, formulate the diagnosis, justify it by reviewing the symptoms of the malaise, and suggest how to begin to cure the disease.

Is there a successful regress argument against intellectualism? In this article I defend the negative answer. I begin by defending Stanley and Williamson's (2001) critique of the contemplation regress against Noë (2005). I then identify a new argument – the employment regress – that is designed to succeed where the contemplation regress fails, and which I take to be the most basic and plausible form of a regress argument against intellectualism. However, I argue that the employment regress still fails. Drawing (...) on the previous discussion, I criticise further regress arguments given by Hetherington (2006) and Noë (2005). (shrink)

In this thesis I examine the view—known as intellectualism—that knowledge-how is a kind of knowledge-that, or propositional knowledge. I examine issues concerning both the status of this view of knowledge-how and the philosophical implications if it is true. The ability hypothesis is an important position in the philosophy of mind that appeals to Gilbert Ryle’s famous idea that there is a fundamental distinction between knowledge-how and knowledge-that. This position appears to be inconsistent with the truth of intellectualism. However, I demonstrate (...) in this thesis that the ability hypothesis can be restated using the intellectualist view of knowledge-how. With regards to the status of intellectualism, I argue that the two main traditional arguments against intellectualism do not succeed. I also provide new and, I claim, successful arguments against intellectualism. These arguments point to a new view of knowledge-how that is distinct from both the standard intellectualist and Rylean views of knowledge-how. (shrink)

A critical discussion of Seumas Miller's view on knowing-how and joint abilities.

A proposed plan to rescue US biomedical research from its current ‘malaise’ will not be effective as it misdiagnoses the root cause of the disease.

This paper addresses the field of economic measurements of the value of assets, carried out by the methods of independent expert evaluation. The mathematical principles of application, within a comparative methodical approach, of additive and multiplicative models for correcting the cost of single indicator of compared objects have been considered. The differences of mathematical basis of the compared models were analyzed. It has been shown that the ambiguity in the methodology of correction procedure requires studying the advantages and disadvantages of (...) known models, as well as the justification and elaboration of recommendations for their application. Possible forms of correction representation using several alternative units of measurement have been defined; formulas for their interconnection have been built. Analytic expressions have been derived that mathematically describe the algorithms for performing the evaluation correction procedure using various forms of correction representation. The influence of the correction execution model on the characteristics of uncertainty in the independent evaluation result has been analyzed. The scope of two possible types of correction introduction models has been determined. A specific numerical example was used to demonstrate the methodological advantages of using a multiplicative model when summarizing percentage corrections. The independence of the correction result on the sequence of correction introduction has been confirmed. It is proposed to use the selected measure of partial corrections as a criterion for the adequacy of the correction introduction model. It is proved that the result of the independent expert evaluation depends on the chosen model and does not depend on the sequence of correction introduction. The reported study results are important in terms of theory and practice since they make it possible to improve the accuracy and reliability of the result of independent expert evaluation. (shrink)

Many philosophers accept a view – what I will call the intuition picture – according to which intuitions are crucial evidence in philosophy. Recently, Williamson has argued that such views are best abandoned because they lead to a psychologistic conception of philosophical evidence that encourages scepticism about the armchair judgements relied upon in philosophy. In this paper I respond to this criticism by showing how the intuition picture can be formulated in such a way that: it is consistent with a (...) wide range of views about not only philosophical evidence but also the nature of evidence in general, including Williamson's famous view that E = K; it can maintain the central claims about the nature and role of intuitions in philosophy made by proponents of the intuition picture; it does not collapse into Williamson's own deflationary view of the nature and role of intuitions in philosophy; and it does not lead to scepticism. (shrink)

Often philosophers have reason to ask fundamental questions about the aims, methods, nature, or value of their own discipline. When philosophers systematically examine such questions, the resulting work is sometimes referred to as “metaphilosophy.” Metaphilosophy, it should be said, is not a well-established, or clearly demarcated, field of philosophical inquiry like epistemology or the philosophy of art. However, in the late 20th and early 21st centuries there has been a great deal of metaphilosophical work on issues concerning the methodology of (...) philosophy in the analytic tradition. This article focuses on that work. (shrink)

The present essay took as its hypothesis the premise that the Metaphysical Neutrality proposed by Husserl since his initial studies needs to be recognized with methodological and analytical limits. In order to overcome this limit, a recovery of the Metaphysics and Theory of Knowledge of St. Thomas Aquinas was carried out, interpreting this theory through a Moderate and Direct Realism. As a conclusion, it was possible to identify that there is a very important similarity between both theories, as well as (...) that for phenomenological investigations to achieve their primary cognitive intent, care must be taken not to annihilate moderate realist metaphysics. (shrink)

Neural machine translation (NMT) is one of the success stories of deep learning and artificial intelligence. Revolutionary innovations in the computational architectures made in 2015–2017 have led to dramatic improvements in the quality of machine translation (MT) and changed the field forever. Some professional translators welcome these changes with enthusiasm, others less so. But everyone has to deal with them. Historically, the relationship between human translation and MT has been uneasy and complicated, but an increasing number of players in both (...) fields are now coming to view it as synergistic. -/- OPUS-CAT is a collection of machine translation software based on a Windows implementation of Marian NMT—a stable production-ready neural machine translation framework used in many industrial and research applications. It can be installed on your PC, fine-tuned to specialized translation domains, and integrated into CAT tools. (shrink)

This is a transcript of a conversation between P F Strawson and Gareth Evans in 1973, filmed for The Open University. Under the title 'Truth', Strawson and Evans discuss the question as to whether the distinction between genuinely fact-stating uses of language and other uses can be grounded on a theory of truth, especially a 'thin' notion of truth in the tradition of F P Ramsey.

The author’s studies in the philosophy of science, culminating in this book, were inspired by his previous research in the domains of classical and quantum gravity. In fact it was the need to bring some order in the family of modern classical theories of gravitation and to build up the appropriate conceptual foundations of quantum gravity , that forced the author to create his own methodological model of theory change, which he applies rather successfully to the most controversial case study, (...) the Lorentz-Einstein transition. (shrink)

The problem considered in this chapter emerges from the tension we find when looking at the design and architecture of chatbots on the one hand and their conversational aptitude on the other. In the way that LLM chatbots are designed and built, we have good reason to suppose they don't possess second-order capacities such as intention, belief or knowledge. Yet theories of conversation make great use of second-order capacities of speakers and their audiences to explain how aspects of interaction succeed. (...) As we can all bear witness to now though, at the point of use chatbots appear capable of performing language tasks at a level close to that of humans. This creates a tension when we consider something like, for example, the classic Gricean theory of implicature. On a broad summary of this type of account, to utter p and implicate q requires the reflexive occurrence of an audience supposing a speaker believes that q, and the speaker believing that their audience can determine they believe it when they utter p. So taken at face value, if a chatbot doesn’t have the capacity for belief, then either in their role as speaker or audience, they would not seem capable of either generating or comprehending implicatures. Yet on the surface it does seem that chatbots are capable of dealing with (some) implicatures, and as such it raises questions about how we should then correlate this with what we think occurs in cases of implicature with chatbots. (shrink)

Tradução para o português do ensaio "Social Morality and Individual Ideal”. Publicado originalmente em Philosophy: The Journal of the Royal Institute of Philosophy, vol. XXXVI, n. 136, p. 1-17, Jan. 1961. Republicado em: STRAWSON, P. F. Freedom and Resentment and Other Essays. Londres: Methuen, 1974. [Routledge, 2008, p. 26-44]. ]. Publicado na coletânea: Ensaios sobre a filosofia de Strawson: com a tradução de Liberdade e ressentimento & Moralidade social e ideal individual. Organizadores: Jaimir Conte & Itamar Luís Gelain. Editora da (...) UFSC, 2015. ISBN: 9788532807250. (shrink)

This discussion note addresses Caleb Hazelwood’s ‘Practice-Centered Pluralism and a Disjunctive Theory of Art’. Hazelwood advances a disjunctive definition of art on the basis of an analogy with species concept pluralism in the philosophy of biology. We recognize the analogy between species and art, we applaud attention to practice, and we are bullish on pluralism—but it is a mistake to take these as the basis for a disjunctive definition.

"This self-consistent evolution of the fragments, their causal relationships, and their quantum properties is at the heart of the FCQG-SM framework, providing a unified description of quantum mechanics, general relativity, and the Standard Model.".

Pekakak adalah salah satu tokoh yang memiliki pengetahuan mendalam dan perencanaan yang cermat. Saat fajar menyingsing, ia terlihat bertengger di atas pohon. Dengan kemampuan sempurna untuk mengontrol kecepatan penerbangan miliknya, seperti kapan harus memperlambat atau mempercepat, dia dapat dengan mudah menghitung cara optimal untuk menangkap ikan.

There are extensive discussions of the 5D AdS metric that arises naturally from a metric that accounts for the A-series, the B-series, and x^a; black holes, including their information, entropy, temperature, energy, and energy density; the Big Bang; the finitude of singularities here; inflation; AdS/CFT and dS; symmetry groups of this theory of gravity not including and including those of the standard model, with evaluations of how integrated and how plausible they are; how the theory of quantum gravity here gives (...) general relativity in one limit and quantum mechanics in another limit; and much more. -/- Of particular interest is the physics based argument for the continuation of awareness after death, which starts on about page 196 and spans several pages. (shrink)

General Introduction: In [1] a Calculus of Qualia (CQ) was proposed. The key idea is that, for example, blackness is radically different than █. The former term, “blackness” refers to or is about a quale, whereas the latter term, “█” instantiates a quale in the reader’s mind and is non-referential; it does not even refer to itself. The meaning and behavior of these terms is radically different. All of philosophy, from Plato through Descartes through Chalmers, including hieroglyphics and emojis, used (...) referential terms up until CQ. This paper in this series of papers addresses the question of why is there something rather than nothing, at length, and gives a radical new answer. It has to do with the fact in CQ that, while blackness is contingently possible, █ is necessarily actual, as it was in this sentence. (shrink)

This paper continues and extensive exploration of the QG and TOE resulting from the PF interpretation of QM. Some highlights are an exploration of symmetries of the Standard Model, outlines of testable predictions of implications for QG, that this theory can simultaneously give an account of dark matter and dark energy, probabilities and statevector collapse vs. gravity, applications of the causal interaction tensor Cαβγδ(Fi, Fj). Note the first section mentions qualia but this is not a psychological theory this is an (...) ontic theory. (shrink)

The sample size of the study was conducted in Tiruchirappalli city with 75 respondents through Non-Probability Random Sampling Method. The tools and techniques used were simple percentage, chi-square and ANOVA. The obtained result of the study that majority of the women prefer TVS Scooty and most of the respondents prefer two wheelers due to convenient while driving and majority of the respondents have great impact on colour and model prefer the vehicle. New inventions and designs were introduced to meet the (...) requirements of the current day affaires. (shrink)

By embracing AI-driven HR analytics, organizations can anticipate market shifts, prepare their workforce for future challenges, and stay ahead of the competition. This study outlines the essential components of AI-driven HR analytics, demonstrates its impact on workforce agility, and concludes with potential future enhancements to further optimize HR functions. Key words: Predictive Workforce Analytics, Talent Optimization, Machine Learning in.

In this paper, I reply to 18 of the essays on panpsychism in this issue. Along the way, I sketch out what a post-Galilean science of consciousness, one in which consciousness is taken to be a fundamental feature of reality, might look like.

The problem of underdetermination is thought to hold important lessons for philosophy of science. Yet, as Kyle Stanford has recently argued, typical treatments of it offer only restatements of familiar philosophical problems. Following suggestions in Duhem and Sklar, Stanford calls for a New Induction from the history of science. It will provide proof, he thinks, of “the kind of underdetermination that the history of science reveals to be a distinctive and genuine threat to even our best scientific theories” (Stanford 2001, (...) p. S12). This paper examines Stanford’s New Induction and argues that it – like the other forms of underdetermination that he criticizes – merely recapitulates familiar philosophical conundra. (shrink)

The world's leading cause of morbidity and death is cardiovascular diseases (CVD), which makes early detection essential for successful treatments. This study investigates how optimization techniques can be used with machine learning (ML) algorithms to forecast cardiovascular illnesses more accurately. ML models can evaluate enormous datasets by utilizing data-driven techniques, finding trends and risk factors that conventional methods can miss. In order to increase prediction accuracy, this study focuses on adopting different machine learning algorithms, including Decision Trees, Random Forest, Support (...) Vector Machines, and Neural Networks, that have been tuned using strategies including hyper parameter selection, crossvalidation, and feature selection. (shrink)

There is a history of thinking that photographs provide a special kind of access to the objects depicted in them, beyond the access that would be provided by a painting or drawing. What is included in the photograph does not depend on the photographer’s beliefs about what is in front of the camera. This feature leads Kendall Walton to argue that photographs literally allow us to see the objects which appear in them. Current generative algorithms produce images in response to (...) users’ text prompts. Depending on the parameters, the output can resemble specific people or things which are named in the prompt. This resemblance does not depend on the user’s beliefs, so generated images are in this sense like photographs. Given this parallel, how should we think about AI-generated images? (shrink)

This is an open-access introductory logic textbook, prepared by Jonathan Ichikawa, based on P.D. Magnus's forallx. This (v2.0, July 2020) is intended as a stable, ready-for-teaching edition.

The Genetic Ranking Optimization Algorithm (GROA) is used to rank phishing content based on multiple features by optimizing the ranking system through iterative selection and weighting. Dynamic weighting further enhances the process by adjusting the weights of features based on their importance in real-time. This hybrid approach enables the model to learn from the data, improving classification over time.

A woman and a man desire to come together stirred by the primal fire of Kama and the man deposits his egg in the womb of the woman. This egg develops into a human undergoing nine or ten months of evolution. This process is the microscopic replication of the method evolved by God to create the universe. Rigveda (10.121) mentions Hiranyagarbha, the Golden Egg as the source of the creation of the universe. It is said that God, wishing to create (...) the world, produced an egg as big as the cosmos. God meditated for a thousand years sitting inside the egg and when the egg burst, the Lord himself was born out of the egg as the Progenitor of the universe (“He made Himself by Himself.”, Taitiriya Upanishad: 2.7.1). The Rishis called the Egg Brahmanda (the Cosmic Egg), and the Progenitor Manu. Scientists have discovered that the universe has an oval shape. Like the nine months of the evolution of the human egg, the Cosmic Egg also undergoes nine stages of evolution before it gets dissolved during what we call ‘Maha Pralaya’. The Puranas mention that Brahmanda has 14 biospheres, seven nether and seven upper inhabited by different types of souls. If we count from the human world, there are ten dimensions of consciousness. Rishis called these astral biospheres Mandalas/Lokas with different wavelengths and colours. Sri Karunakara Guru referred to them as Avasthas, or spiritual stages. The Buddhists and Hindu esoteric sects such as the Theosophical Society explain these levels of the Absolute in terms of Physical plane, Astral plane, Mental plane, Buddhic plane, Atmic plane, Anupadaka plane, Adi plane and Shiv and Shakti. These Avasthas are related to the expanding consciousness reaching up to the core of the Cosmic Egg, the Paramatma. Like a spider which creates a web around it sitting in the centre, and withdraws it in the end, Paramatma creates and withdraws webbed multi-dimensional universes. Nobody can say when it started and when it will end as it is a beginningless and endless process. (shrink)

The Homeostatic Property Cluster (HPC) account of natural kinds has become popular since it was proposed by Richard Boyd in the late 1980s. Although it is often taken as a defining natural kinds as such, it is easy enough to see that something's being a natural kind is neither necessary nor sufficient for its being an HPC. This paper argues that it is better not to understand HPCs as defining what it is to be a natural kind but instead as (...) providing the ontological realization of (some) natural kinds. (shrink)

Conversational Artificial Intelligence (CAI) systems (also known as AI “chatbots”) are among the most promising examples of the use of technology in mental health care. With already millions of users worldwide, CAI is likely to change the landscape of psychological help. Most researchers agree that existing CAIs are not “digital therapists” and using them is not a substitute for psychotherapy delivered by a human. But if they are not therapists, what are they, and what role can they play in mental (...) health care? To answer these questions, we appeal to two well-established and widely discussed concepts: cognitive and affective artifacts. Cognitive artifacts are artificial devices contributing functionally to the performance of a cognitive task. Affective artifacts are objects which have the capacity to alter subjects’ affective state. We argue that therapeutic CAIs are a kind of cognitive-affective artifacts which contribute to positive therapeutic change by (i) simulating a (quasi-)therapeutic interaction, (ii) supporting the performance of cognitive tasks, and (iii) altering the affective condition of their users. This sheds new light on why virtually all existing mental health CAIs implement principles and techniques of Cognitive Behavioral Therapy — a therapeutic orientation according to which affective change and, ultimately, positive therapeutic change is mediated by cognitive change. Simultaneously, it allows us to conceptualize better the potential and limitations of applying these technologies in therapy. (shrink)

Part of a book symposium on Anjan Chakravartty's Scientific ontology: integrating naturalized metaphysics and voluntarist epistemology (Oxford University Press, 2017).

Nuestro interés en el contenido mental no-conceptual es, principalmente, la articulación de una versión sustantiva (no-trivial) de esta clase de contenido en la experiencia perceptual. El debate acerca del contenido no-conceptual ha girado, en su mayor parte, alrededor de su existencia; y los argumentos que se han ofrecido en su favor abogan por una versión no sustantiva según la cual el contenido no-conceptual es aquel que no satisface ciertos requisitos conceptuales. Así, para desarrollar una versión sustantiva del contenido mental no-conceptual (...) hemos apelado a la versión de la experiencia perceptual de propiedades espaciales ofrecida por Evans (1982 cap. 6). A partir de esto desarrollamos un nuevo argumento a favor del contenido no-conceptual de la experiencia perceptual que lo vincula a la actividad característica de la experiencia perceptual. Por último, exponemos uno de los ataques de McDowell (1996) a la noción de contenido no-conceptual y presentamos nuestras réplicas a este ataque, mostrando su insuficiencia. Al mostrar que la crítica de McDowell no es exitosa, consideramos que podríamos tener una versión del contenido no-conceptual de la experiencia que es inmune a esta línea de argumentación. (shrink)

This is a conversation that I had with ChatGTP about the essence of this paper [Simulating Termination Analyzer H is Not Fooled by Pathological Input D] that is contained on its first page. It so totally understands this essence that ChatGPT can now effectively refute any rebuttals. -/- After the initial partial page of text shown below everything else that I said challenged the depth of its understanding with common rebuttals of my work. The link to the conversation is provided (...) at the end. Currently people can click on the link without logging in and challenge ChatGPT with rebuttals of my work. (shrink)