Advancements in machine learning have fuelled the popularity of using AI decision algorithms in procedures such as bail hearings, medical diagnoses and recruitment. Academic articles, policy texts, and popularizing books alike warn that such algorithms tend to be opaque: they do not provide explanations for their outcomes. Building on a causal account of transparency and opacity as well as recent work on the value of causal explanation, I formulate a moral concern for opaque algorithms that is yet to receive (...) a systematic treatment in the literature: when such algorithms are used in life-changing decisions, they can obstruct us from effectively shaping our lives according to our goals and preferences, thus undermining our autonomy. I argue that this concern deserves closer attention as it furnishes the call for transparency in algorithmic decision-making with both new tools and new challenges. (shrink)

Nietzsche believes that we do not know our own actions, nor their real motives. This belief, however, is but a consequence of his assuming a quite general skepticism about introspection. The main aim of this paper is to offer a reading of this last view, which I shall call the Inner Opacity (IO) view. In the first part of the paper I show that a strong motivation behind IO lies in Nietzsche’s claim that self-knowledge exploits the same set of (...) cognitive capacities as well as the same folk-psychological framework involved in outward-directed mind-reading. In the second part I turn to Nietzsche’s view of agency and argue that he sees a fundamental discrepancy between the conscious attitudes we have introspective access to, on the one hand, and the subpersonal processes and states occurring at the unconscious level of the drives, on the other hand. (shrink)

This is a reply to commentators in the Journal of the Philosophy of Sport's special issue symposium on GAMES: AGENCY AS ART. I respond to criticisms concerning the value of achievement play and striving play, the transparency and opacity of play, the artistic status of games, and many more.

Carruthers argues that knowledge of our own propositional attitudes is achieved by the same mechanism used to attain knowledge of other people's minds. This seems incompatible with "privileged access"---the idea that we have more reliable beliefs about our own mental states, regardless of the mechanism. At one point Carruthers seems to suggest he may be able to maintain privileged access, because we have additional sensory information in our own case. We raise a number of worries for this suggestion, concluding that (...) Carruthers's new theory cannot clearly preserve the superior reliability of our beliefs about our own attitudes. (shrink)

Real human agents, even when they are rational by everyday standards, sometimes assign different credences to objectively equivalent statements, such as “George Orwell is a writer” and “Eric Arthur Blair is a writer”, or credences less than 1 to necessarily true statements, such as not-yet-proven theorems of arithmetic. Anna Mahtani calls this the phenomenon of “opacity” (a form of hyperintensionality). Opaque credences seem probabilistically incoherent, which goes against a key modelling assumption of probability theory. I sketch a modelling strategy (...) for capturing opaque credence assignments without abandoning probabilistic coherence. I draw on ideas from judgment-aggregation theory, where we face similar challenges of defining the “objects of judgment”. (shrink)

Philosophy and Phenomenological Research, EarlyView.

This paper looks at the debates between internalism and externalism in mind and epistemology. In each realm, internalists face what we call 'The Connection Problem', while externalists face what we call 'The Problem of Opacity'. We offer an integrated account of thought content and epistemic warrant that overcomes the problems. We then apply the framework to debates between internalists and externalists in metaethics.

We explore the view that Frege's puzzle is a source of straightforward counterexamples to Leibniz's law. Taking this seriously requires us to revise the classical logic of quantifiers and identity; we work out the options, in the context of higher-order logic. The logics we arrive at provide the resources for a straightforward semantics of attitude reports that is consistent with the Millian thesis that the meaning of a name is just the thing it stands for. We provide models to show (...) that some of these logics are non-degenerate. (shrink)

Many jurisdictions prohibit or severely restrict the use of evidence about a defendant’s character to prove legal culpability. Situationists, who argue that conduct is largely determined by situational features rather than by character, can easily defend this prohibition. According to situationism, character evidence is misleading or paltry. -/- Proscriptions on character evidence seem harder to justify, however, on virtue ethical accounts. It appears that excluding character evidence either denies the centrality of character for explaining conduct—the situationist position—or omits probative evidence. (...) Situationism is, after all, presented as antithetical to virtue ethics. -/- This essay provides a virtue ethical defense of character evidence exclusion rules. We show that existing virtue ethical rebuttals to situationism themselves support prohibitions on character evidence; even if behavior arises from stable character traits, character evidence should be prohibited. In building our case, we provide a taxonomy of kinds of character judgment and reconcile the ubiquity and reasonableness of character judgments in ordinary life with the epistemic legitimacy of character evidence prohibitions in law. (shrink)

Contrary to appearances, semantic innocence can be claimed for a Fregean account of the semantics of expressions in indirect discourse. Given externalism about meaning, an expression that refers to its ordinary sense in an opaque context refers, ultimately, to its "references"; for, on this view, the reference of an expression directly determines its meaning. Externalism seems to have similar consequences for the truth-conditions of analytic sentences. If reference determines meaning, how can we distinguish a class of sentences as true in (...) virtue of meaning alone? The paper closes by hinting at an account of analyticity from an externalist perspective. (shrink)

This paper aims, first, to argue against using opaque AI technologies in decision making processes, and second to suggest that we need to possess a qualitative form of understanding about them. It first argues that opaque artificially intelligent technologies are suitable for users who remain indifferent to the understanding of decisions made by means of these technologies. According to virtue ethics, this implies that these technologies are not well-suited for those who care about realizing their moral capacity. The paper then (...) draws on discussions on scientific understanding to suggest that an AI technology becomes understandable to its users when they are provided with a qualitative account of the consequences of using it. As a result, explainable AI methods can render an AI technology understandable to its users by presenting the qualitative implications of employing the technology for their lives. (shrink)

The paper analyses in some depth the distinction by Paul Humphreys between "epistemic opacity" —which I refer to as "weak epistemic opacity" here— and "essential epistemic opacity", and defends the idea that epistemic opacity in general can be made sense as coming in degrees. The idea of degrees of epistemic opacity is then exploited to show, in the context of computer simulations, the tight relation between the concept of epistemic opacity and actual scientific (modelling (...) and simulation) practices. As a consequence, interesting questions arise in connection with the role of agents dealing with epistemically opaque processes such as computer simulations. (shrink)

According to Kant, the opacity of human motivation takes two distinct forms – a psychological form: man ‘can never, even by the most strenuous self-examination, get entirely behind [his] covert incentives’ – and a social form: ‘everyone in our race finds it advisable to be on his guard, and not to reveal himself completely’. In other words, first, men's ‘interior’ cannot be entirely revealed to themselves and, second, they tend not to reveal their ‘interior’ to others. A number of (...) Kant scholars have acknowledged the importance of the first form of opacity in Kant's thought and have attempted to draw out from it implications for moral deliberation and ethics in general. The aim of this paper is to examine the second, social form of opacity and draw out its anthropological implications, an issue that has been overlooked in the literature. To do so, I focus on Kant's contrast between men and beings that I would like to call ‘sincere aliens’. These sincere aliens are beings who have the opposite features of man's opacity, namely beings who cannot but reveal their ‘interior’ both to others and to themselves. (shrink)

According to some philosophers, when introspectively attending to experience, we seem to see right through it to the objects outside, including their properties. This is called the transparency of experience. This paper examines whether, and in what sense, emotions are transparent. It argues that emotional experiences are opaque in a distinctive way: introspective attention to them does not principally reveal non-intentional somatic qualia but rather felt valenced intentional attitudes. As such, emotional experience is attitudinally opaque.

This essay will criticize Peter Lamarque’s claim in The Opacity of Narrative that reading for ‘opacity’ is the way to read literature as literature. I will summarize the idea of ‘opacity’ and consider the plausibility of this claim through an examination of Lamarque’s related comments on translation. The argument for ‘opacity’, although it insists on the importance of attention to a work’s form in the apprehension of its content, involves, at the same time, a certain obliviousness (...) to form, indicated in the first instance by an unpersuasive conflation of lyric poetry and prose fiction. Through a comparison of opposing approaches to the translation of a novel written in verse, and an analysis of why the translation of poetry is generally understood to be more challenging than the translation of prose, I will argue that reading for ‘opacity’ does not adequately capture what it means to read literature as literature. (shrink)

唯物論、還元主義、行動論、機能主義、動的システム理論、計算論は一般的な見解であるが、ヴィトゲンシュタインは支離滅裂であると示した。行動の研究は人間の生活のすべてを包含するが、行動は主に自動で無意識であ り、主に言語で表現される意識的な部分(ウィトゲンシュタインは心と同一視する)でさえも、知覚的ではないので、サールが合理性の論理構造(LSR)と呼ぶ枠組みを持つことは重要であり、私は高次思考の記述心理学 (DPHOT)と呼ぶ。ヴィトゲンシュタインとサールが働いた枠組みを要約した後、現代の推論研究によって拡張されたように、私は現代の行動科学を含む行動のほとんどの議論に浸透するカーサーの見解の不十分さを示 します,。私は、彼の本は2冊の本のアマルガムであり、1つは認知心理学の要約であり、もう1つは新しい専門用語を追加して心の標準的な哲学的混乱の要約であることを維持しています。私は、後者は支離滅裂または人 生の漫画の見解とみなされるべきであり、彼の言葉でヴィトゲンシュタインを取ることは、私たちは言語/身体の問題として心/体の問題を考慮することによって成功した自己療法を実践できることを示唆しています。 現代の2つのシス・エムスの見解から人間の行動のための包括的な最新の枠組みを望む人は、私の著書「ルートヴィヒ・ヴィトゲンシュタインとジョン・サールの第2回(2019)における哲学、心理学、ミンと言語の論 理的構造」を参照することができます。私の著作の多くにご興味がある人は、運命の惑星における「話す猿--哲学、心理学、科学、宗教、政治―記事とレビュー2006-2019 第3回(2019)」と21世紀4日(2019年)の自殺ユートピア妄想st Century 4th ed (2019)などを見ることができます。 .

물질주의, 감소주의, 행동주의, 기능주의, 역동적인 시스템 이론 및 계산주의는 대중적인 견해이지만, 비텐슈타인은 일관되지 않은 것으로 나타났다. 행동의 연구는 인간의 삶의 모든, 을 포괄하지만, 행동은 주로 언어 (위트겐슈타인이 마음과 동일시)언어로 표현, 심지어 의식 부분, 그것은 Searle합리 (LSR)의 논리적 구조를 호출하고 나는 높은 질서 생각의 설명 심리학을 호출하는 프레임 워크를 가지고하는 것이 중요합니다. Wittgenstein과 Searle에 의해 일한 프레임 워크를 요약 한 후, 현대 추론 연구에 의해 확장, 나는 카루터의 견해의 부적절함을 보여, 이는 행동의 대부분의 토론을 침투,, 현대 행동 과학을 포함. 나는 그의 (...) 책이 두 권의 책의 융합이라고 주장, 하나는 인지 심리학의 요약과 몇 가지 새로운 전문 용어가 추가 와 마음에 표준 철학적 혼란의 요약. 나는 후자가 일관되지 않거나 삶의 만화보기로 간주되어야하며 그의 말에 비트 겐슈타인을 복용하는 것이 좋습니다, 우리는 언어 / 신체 문제로 마음 / 몸 문제에 대해 하여 성공적인 자기 치료를 연습 할 수 있습니다. 현대 의 두 systems보기에서인간의 행동에 대한 포괄적 인 최신 프레임 워크를 원하는 사람들은 내 책을 참조 할 수 있습니다'철학의 논리적 구조, 심리학, 민d와 루드비히 비트겐슈타인과 존 Searle의언어' 2nd ed (2019). 내 글의 더 많은 관심있는 사람들은 '이야기 원숭이를 볼 수 있습니다-철학, 심리학, 과학, 종교와 운명 행성에 정치 - 기사 및 리뷰 2006-2019 3 rd 에드 (2019) 및 21st 세기 4번째 에드 (2019) 및 기타에서 자살 유토피아 망상. 먼저 S의 후임자로 간주하고 S의 후임자라고 생각할 때 John Searle (S)와 Ludwig Wittgenstein (W) (공동 WS)의 작품에서 예시 된 철학과 현대 심리학 연구와의 관계에 대한 의견을 먼저 제시하겠습니다. 함께. PNC (New Century의 철학), TLP, PI, OC, 소셜 월드 만들기 (MSW) 및이 두 천재에 관한 다른 책에 대한 나의 리뷰를 보는 데 도움이 될 것입니다. WS 프레임 워크라고합니다. Searle이 LSR (Logical Structure of Rationality)이라고하는이 프레임 워크와 DPHOT (Descriptive Psychology of Higher Order Thought)라고 부르는이 프레임 워크를 고려하면 동작에 대한 명확한 설명이 가능하지만 거의 모든 논의에서 완전히 빠지지 않습니다. 심지어 WS의 작품에서 그것은 명확하게 배치되지 않고 거의 모든 다른 사람에 그것은 단지 일반적인 비참한 결과와 함께 암시된다. 나는 W와 S에서 몇 가지 따옴표로 시작합니다. 이 따옴표는 무작위로 선택되지 않지만 연구의 10 년에서 결과와 함께 그들은 우리의 두 개의 가장 큰 설명 심리학자에서 행동 (인간의 본성)의 개요입니다. 하나는 그들을 이해한다면, 그들은 마음속으로 가서 (W가 분명히 한 바와 같이 언어와 크게 광범위하게) 깊이 침투하고 하나의 요구에 많은 지침을 제공 - 그것은 언어가 각 경우에 어떻게 작동하는지보고의 문제이며, 지금까지 언어의 심하게 분석 된 예를 찾을 수있는 가장 좋은 장소는 비트겐슈타인의 Nachlass의 20,000 페이지에있습니다. "심리학의 혼란과 불모심은 그것을 "젊은 과학"이라고 부르면 설명될 수 없습니다. 그 상태는 물리학의 그것과 비교되지 않습니다, 예를 들어, 그 처음에. (오히려 수학의 특정 지점의. 이론 설정.) 심리학의 경우 실험 적인 방법과 개념적 혼란이 있습니다. (다른 경우와 마찬가지로 개념적 혼란과 증거 방법). 실험 방법의 존재는 우리가 우리를 괴롭히는 문제를 해결할 수있는 수단이 있다고 생각하게합니다. 하지만 문제와 방법은 서로를 전달합니다." 비트겐슈타인 (PI p.232). (shrink)

This essay presents the Aestheticism of the 19th century as the foundational movement of modernist-formalist aesthetics of the 20th century. The main principle of this movement is what I denominate “productive opacity”. Aestheticism has not been recognized as a philosophical aesthetic theory. However, its definition of artwork as an exclusive kind of form—a deep, opaque form—is among the most precise ever given in the discipline. This essay offers an interpretation of aestheticism as a formalist theory, referred to here as (...) “deep formalism”, focusing on the thinking of leading aestheticists, Walter Pater, Oscar Wilde, and James Whistler. These three thinkers defined artwork as a form saturated with an inextricable content, viz. opaque form. (shrink)

. Computational chemistry grew in a new era of “desktop modeling,” which coincided with a growing demand for modeling software, especially from the pharmaceutical industry. Parameterization of models in computational chemistry is an arduous enterprise, and we argue that this activity leads, in this specific context, to tensions among scientists regarding the epistemic opacity transparency of parameterized methods and the software implementing them. We relate one flame war from the Computational Chemistry mailing List in order to assess in detail (...) the relationships between modeling methods, parameterization, software and the various forms of their enclosure or disclosure. Our claim is that parameterization issues are an important and often neglected source of epistemic opacity and that this opacity is entangled in methods and software alike. Models and software must be addressed together to understand the epistemological tensions at stake. (shrink)

Self-knowledge presents a challenge for naturalistic theories of mind. Peter Carruthers’s (2011) approach to this challenge is Rylean: He argues that we know our own propositional attitudes because we (unconsciously) interpret ourselves, just as we have to interpret others in order to know theirs’. An alternative approach, opposed by Carruthers, is to argue that we do have a special access to our own beliefs, but that this is a natural consequence of our reasoning capacity. This is the approach of transparency (...) theories of self-knowledge, neatly encapsulated in Byrne’s epistemic rule (BEL): If p, believe that you believe that p (Byrne 2005). In this paper, I examine an objection to Carruthers’s theory in order to see whether it opens up space for a transparency theory of self-knowledge: Is it not the case that in order to interpret someone I have to have some direct access to what I believe (cf. Friedman and Petrashek 2009)? (shrink)

In this chapter what I call the “backside” of habit is explored. I am interested in the philosophical implications of the physical and physiological processes that mediate, and which allow for what comes to appear as almost magic; namely the various sensorimotor associations and integrations that allows us to replay our past experiences, and to in a certain sense perceive potential futures, and to act and bring about anticipated outcomes – without quite knowing how. Thus, the term “backside” is meant (...) to refer both the actual mediation and the epistemic opacity of these backstage intermediaries that allow for the front stage magic. The question is if the epistemic complexities around sensorimotor mediation gives us valuable insights into the nature of human agency and further how it might begin to show us new ways to think of the mind as truly embodied yet not reducible to any finite body-as-object. (shrink)

One of the main worries with machine learning model opacity is that we cannot know enough about how the model works to fully understand the decisions they make. But how much is model opacity really a problem? This chapter argues that the problem of machine learning model opacity is entangled with non-epistemic values. The chapter considers three different stages of the machine learning modeling process that corresponds to understanding phenomena: (i) model acceptance and linking the model to (...) the phenomenon, (ii) explanation, and (iii) attributions of understanding. At each of these stages, non-epistemic values can, in part, determine how much machine learning model opacity poses a problem. (shrink)

Материализм, редукционизм, биение, функционализм, теория динамических систем и вычислительность являются популярными взглядами, но они были показаны Витгенштейном как непоследовательные. Изучение поведения охватывает всю человеческуюжизнь, но поведение в значительной степени автоматический и бессознательный, и даже сознательная часть, в основном выражается в языке (который Витгенштейн приравнивает с умом), не является проницательным, поэтому очень важно иметь рамки, которые Сирл называет Логическая структура рациональности (LSR) и я называю описательной психологии мысли высшего порядка (DPHOT). После подведения итогов рамок, разработанных Витгенштейном и Сирлом, как это было (...) в предвидеи, я покажу недостатки взглядов Каррутера, которые пронизывает большинство дискуссий о поведении,, включая современные поведенческие науки. Я утверждаю, что его книга представляет собой смесь из двух книг, одна резюме когнитивной психологии, а другой резюме стандартных философских путаницы на уме с некоторыми новыми жаргона добавил. Я предлагаю, чтобы последний следует рассматривать как бессвязный или как мультфильм зрения на жизнь, и что принимая Витгенштейна на его слово, мы можем практиковать успешную самотерапию в отношении ума / тела вопрос, как язык / тело вопрос. Те, кто желает всеобъемлющего до современных рамок для человеческого поведения из современных двух systEms зрения могут проконсультироваться с моей книгой"Логическая структура философии, психологии, Минd иязык в Людвиг Витгенштейн и Джон Сирл" второй ред (2019). Те, кто заинтересован в более моих сочинений могут увидеть "Говоря обезьян - Философия, психология, наука, религия и политика на обреченной планете - Статьи и обзоры 2006-2019 3-й ed (2019) и suicidal утопических заблуждений в 21-мst веке 4-й ed (2019) th и другие. (shrink)

This chapter responds to Michael Tamir and Elay Shech’s chapter “Understanding from Deep Learning Models in Context.”.

唯物主义、还原主义、行为主义、功能主义、动态系统理论和计算主义是流行的观点,但维特根斯坦却认为它们不连贯。行为研究包括人类生活的所有内容,但行为在很大程度上是自动的和无意识的,甚至意识部分,大多用语言 表达(维特根斯坦与头脑等同),不是一种自在的,所以拥有西尔称为理性逻辑结构(LSR)的框架,我称之为高阶思想的描述性心理学(DPHOT)。在总结了维特根斯坦和西尔提出的框架后,现代推理研究扩展了这个框 架,我展示了Carruther观点中的不足之处,这些观点渗透到大多数关于行为的讨论,包括当代行为科学。我认为,他的书是两本书的混合体,一本是认知心理学的摘要,另一本是头脑中标准哲学混乱的总结,并添加了 一些新的行话。我建议,后者应该被视为不连贯或卡通的生活观点,以维特根斯坦的话,我们可以实践成功的自我治疗,把心灵/身体问题作为一个语言/身体问题。 那些希望从现代两个系统的观点来看为人类行为建立一个全面的最新框架的人,可以查阅我的书《路德维希的哲学、心理学、Min d和语言的逻辑结构》维特根斯坦和约翰·西尔的《第二部》(2019年)。那些对我更多的作品感兴趣的人可能会看到《会说话的猴子——一个末日星球上的哲学、心理学、科学、宗教和政治——文章和评论2006-20 19年第3次(2019年)和自杀乌托邦幻想21篇世纪4日 (2019) .

Materialismus, Reduktionismus, Verhaltenismus, Funktionalismus, Dynamische Systemtheorie und Computeralismus sind populäre Ansichten, aber sie wurden von Wittgenstein als inkohärent gezeigt. Das Studium des Verhaltens umfasst das gesamte menschlicheLeben, aber Verhalten ist weitgehend automatisch und unbewusst und selbst der bewusste Teil, der meist in Sprache ausgedrückt wird (was Wittgenstein mit dem Geist gleichsetzt), ist nicht auffällig, daher ist es entscheidend, einen Rahmen zu haben, den Searle die Logische Struktur der Rationalität (LSR) nennt und ich nenne die Deskriptive Psychologie des Höheren Ordnungsdenkens (DPHOT). (...) Nach der Zusammenfassung des von Wittgenstein und Searle ausgearbeiteten Rahmens, der durch moderne Argumentationsforschung erweitert wurde, zeige ich die Unzulänglichkeiten in Carruthers Ansichten, die die meisten Diskussionen über Verhalten durchdringen,, einschließlich zeitgenössischer Verhaltenswissenschaften. Ich behaupte, dass sein Buch ein Amalgam von zwei Büchern ist, eines eine Zusammenfassung der kognitiven Psychologie und das andere eine Zusammenfassung der Standard-philosophischen Verwirrungen auf dem Geist mit einigen neuen Jargon hinzugefügt. Ich schlage vor, dass letztere als inkohärent oder als eine Karikatur Sicht des Lebens betrachtet werden sollten und dass wir, wenn wir Wittgenstein beim Wort nehmen, eine erfolgreiche Selbsttherapie praktizieren können, indem wir die Körperfrage als Sprache/Körper-Frage betrachten. Wer aus der modernen zweisystems-Sichteinen umfassenden, aktuellen Rahmen für menschliches Verhalten wünscht, kann mein Buch "The Logical Structure of Philosophy, Psychology, Mindand Language in Ludwig Wittgenstein and John Searle' 2nd ed (2019) konsultieren. Diejenigen,die sich für mehr meiner Schriften interessieren, können 'Talking Monkeys--Philosophie, Psychologie, Wissenschaft, Religion und Politik auf einem verdammten Planeten --Artikel und Rezensionen 2006-2019 3rd ed (2019) und Suicidal Utopian Delusions in the 21st Century 4th ed (2019) und andere sehen. (shrink)

Il materialismo, il riduzionismo, il comportamentalismo, il funzionalismo, la teoria dei sistemi dinamici e il computazionalismo sono punti di vista popolari, ma sono stati mostrati da Wittgenstein come incoerenti. Lo studio del comportamento comprende tutta la vitaumana, ma il comportamento è in gran parte automatico e inconscio e anche la parte cosciente, per lo più espressa nel linguaggio (che Wittgenstein equivale alla mente), non è perspicua, quindi è fondamentale avere un quadro che Searle chiama la struttura logica della razionalità (LSR) (...) e io chiamo la psicologia descrittiva del pensiero dell'ordine superiore (DPHOT). Dopo aver riassunto il quadro elaborato da Wittgenstein e Searle, come esteso dalla ricerca di ragionamento moderno, mostro le inadeguatezze nelle opinioni di Carruther, che pervadono la maggior parte delle discussioni sul comportamento, comprese le scienze comportamentali contemporanee. Io sostengo che il suo libro è un amalgama di due libri, uno una sintesi della psicologia cognitiva e l'altro una sintesi delle confusioni filosofiche standard sulla mente con qualche nuovo gergo aggiunto. Suggerisco che quest'ultimo dovrebbe essere considerato incoerente o come una visione dei cartoni animati della vita e che prendendo Wittgenstein alla sua parola, possiamo praticare l'autoterapia di successo per quanto riguarda il problema della mente / corpo come un problema di lingua / corpo. Coloro che desiderano un quadro aggiornato completo per il comportamento umano dalla moderna vista a due systems possono consultare il mio libro 'La struttura logica dellafilosofia, psicologia, Mind e il linguaggio in Ludwig Wittgenstein e John Searle' 2nd ed (2019). Coloro che sono interessati a più dei miei scritti possono vedere 'TalkingMonkeys--Filosofia, Psicologia, Scienza, Religione e Politica su un Pianeta Condannato--Articoli e Recensioni 2006-2019 3rd ed (2019) e Suicidal Utopian Delusions nel 21st Century 4th ed (2019) . (shrink)

El materialismo, el reduccionismo, el Behaviorismo, el funcionalismo, la teoría de los sistemas dinámicos y el computacionalismo son puntos de vista populares, pero Wittgenstein demostró que no era coherente. El estudio del comportamiento abarca toda la vida humana, pero el comportamiento es en gran medida automático e inconsciente e incluso la parte consciente, expresada principalmente en lenguaje (que Wittgenstein equipara con la mente), no es perspicuo, por lo que es fundamental tener un marco que Searle llame a la estructura lógica (...) de la racionalidad (LSR) y llamo a la psicología descriptiva del pensamiento de orden superior (DPHOT). Después de resumir el marco elaborado por Wittgenstein y Searle, ampliado por la investigación de razonamiento moderno, muestro las insuficiencias en las opiniones de Carruthers, que impregnan la mayoría de las discusiones sobre el comportamiento, incluyendo las Ciencias del comportamiento contemporáneas. Mantengo que su libro es una amalgama de dos libros, uno un resumen de la psicología cognitiva y el otro un resumen de las confusiones filosóficas estándar en la mente con una nueva jerga añadida. Sugiero que este último debe ser considerado como incoherente o como una vista de dibujos animados de la vida y que tomando Wittgenstein en su palabra, podemos practicar la autoterapia exitosa con respecto a la cuestión de la mente/cuerpo como un tema de idioma/cuerpo. -/- Aquellos que deseen un marco completo hasta la fecha para el comportamiento humano de la moderna dos sistemas punta de vista puede consultar mi libro 'La estructura lógica de la filosofía, la psicología, la mente y lenguaje en Ludwig Wittgenstein y John Searle ' 2a ED (2019). Los interesados en más de mis escritos pueden ver 'Monos parlantes--filosofía, psicología, ciencia, religión y política en un planeta condenado--artículos y reseñas 2006-2019 3a ED (2019) y Delirios utópicos suicidas en el siglo 21 4a Ed (2019) y otras. (shrink)

भौतिकवाद, रिडक्शनिज्म, व्यवहारवाद, कार्यवाद, गतिशील प्रणाली सिद्धांत और अभिकलनवाद लोकप्रिय विचार हैं, लेकिन उन्हें विटगेनस्टीन द्वारा असंबद्ध होने के लिए दिखाया गया था। व्यवहार के अध्ययन मानव जीवन के सभी शामिल हैं, लेकिन व्यवहार काफी हद तक स्वत: और बेहोश और यहां तक कि सचेत हिस्सा है, ज्यादातर भाषा में व्यक्त (जो Wittgenstein मन के साथ समानता), perspicous नहीं है, तो यह महत्वपूर्ण है एक रूपरेखा जो Searle Rationality के तार्किक संरचना (LSR) कहते हैं और मैं उच्च आदेश सोचा (DPHOT) (...) के वर्णनात्मक मनोविज्ञान कहते हैं. रूपरेखा का सारांश के बाद Wittgenstein और Searle द्वारा बाहर काम किया, के रूप में आधुनिक तर्क अनुसंधान द्वारा बढ़ाया, मैं Carruther विचार है, जो व्यवहार के सबसे विचारों व्याप्त में अक्षमता दिखाने के समकालीन व्यवहार सहित विज्ञान. मेरा मानना है कि उनकी किताब दो पुस्तकों का एक मिश्रण है, एक संज्ञानात्मक मनोविज्ञान का सारांश और अन्य कुछ नए शब्दजाल के साथ मन पर मानक दार्शनिक भ्रम का सारांश जोड़ा. मेरा सुझाव है कि बाद के असंबद्ध या जीवन के एक कार्टून दृश्य के रूप में माना जाना चाहिए और है कि अपने शब्द पर Wittgenstein ले, हम मन के बारे में सफल आत्म चिकित्सा अभ्यास कर सकते हैं / आधुनिक दो systems दृश्यसे मानव व्यवहार के लिए एक व्यापक अप करने के लिए तारीख रूपरेखा इच्छुक लोगों को मेरी पुस्तक 'दर्शन, मनोविज्ञान, मिनडी और लुडविगमें भाषा की तार्किक संरचना से परामर्श कर सकते हैं Wittgenstein और जॉन Searle '2 एड (2019). मेरे लेखन के अधिक में रुचि रखने वालों को देख सकते हैं 'बात कर रहेबंदर- दर्शन, मनोविज्ञान, विज्ञान, धर्म और राजनीति पर एक बर्बाद ग्रह --लेख और समीक्षा 2006-2019 3 एड (2019) और आत्मघाती यूटोपियान भ्रम 21st मेंसदी 4वें एड (2019) . (shrink)

Le matérialisme, le réductionnisme, le comportementalisme, le fonctionnalisme, la théorie des systèmes dynamiques et le computationalisme sont des vues populaires, mais Wittgenstein leur a montré qu’ils étaient incohérents. L’étude du comportement englobe toute la vie humaine, mais le comportement est en grande partie automatique et inconscient et même la partie consciente, la plupart du temps exprimée dans le langage (que Wittgenstein équivaut à l’esprit), n’est pas perspicace, il est donc essentiel d’avoir un cadre que Searle appelle la structure logique de (...) la rationalité (LSR) et j’appelle la psychologie descriptive de la pensée de l’ordre supérieur (DPHOT). Après avoir résumé le cadre élaboré par Wittgenstein et Searle, tel qu’étendu par la recherche de raisonnement moderne, je montre les insuffisances dans les vues de Carruthers, qui imprègnent la plupart des discussions de comportement, y compris les sciences comportementales contemporaines. Je maintiens que son livre est un amalgame de deux livres, l’un un résumé de la psychologie cognitive et l’autre un résumé des confusions philosophiques standard sur l’esprit avec un nouveau jargon ajouté. Je suggère que ce dernier devrait être considéré comme incohérent ou comme une vue de dessin animé de la vie et que de prendre Wittgenstein à sa parole, nous pouvons pratiquer l’autothérapie réussie en considérant la question de l’esprit / corps comme une question de langue / corps. Ceux qui souhaitent un cadre complet à jour pour le comportement humain de la vue moderne de deux systemes peuvent consulter mon livre 'The Logical Structure of Philosophy, Psychology, Mind and Language in Ludwig Wittgenstein and John Searle' 2nd ed (2019). Ceux qui s’intéressent à plus de mes écrits peuvent voir «Talking Monkeys --Philosophie, Psychologie, Science, Religion et Politique sur une planète condamnée --Articles et revues 2006-2019 3e ed (2019) et Suicidal Utopian Delusions in the 21st Century 4th ed (2020) et d'autres. (shrink)

Materialism, reductionism, behaviorism, functionalism, dynamic systems theory and computationalism are popular views, but they were shown by Wittgenstein to be incoherent. The study of behavior encompasses all of human life, but behavior is largely automatic and unconscious and even the conscious part, mostly expressed in language (which Wittgenstein equates with the mind), is not perspicuous, so it is critical to have a framework which Searle calls the Logical Structure of Rationality (LSR) and I call the Descriptive Psychology of Higher Order (...) Thought (DPHOT). After summarizing the framework worked out by Wittgenstein and Searle, as extended by modern reasoning research, I show the inadequacies in Carruther’s views, which pervade most discussions of behavior, including contemporary behavioral sciences. I maintain that his book is an amalgam of two books, one a summary of cognitive psychology and the other a summary of the standard philosophical confusions on the mind with some new jargon added. I suggest that the latter should be regarded as incoherent or as a cartoon view of life and that taking Wittgenstein at his word, we can practice successful self therapy by regarding the mind/body issue as a language/body issue. -/- Those wishing a comprehensive up to date framework for human behavior from the modern two systems view may consult my book ‘The Logical Structure of Philosophy, Psychology, Mind and Language in Ludwig Wittgenstein and John Searle’ 2nd ed (2019). Those interested in more of my writings may see ‘Talking Monkeys--Philosophy, Psychology, Science, Religion and Politics on a Doomed Planet--Articles and Reviews 2006-2019 3rd ed (2019), The Logical Structure of Human Behavior (2019), and Suicidal Utopian Delusions in the 21st Century 4th ed (2019) . (shrink)

Materialismo, reducionismo, behaviorismo, funcionalismo, teoria dos sistemas dinâmicos e computacionalismo são visões populares, mas eles foram mostrados por Wittgenstein para ser incoerente. O estudo do comportamento abrange toda a vida humana, mas o comportamento é em grande parte automático e inconsciente e até mesmo a parte consciente, principalmente expressa em linguagem (que Wittgenstein equivale com a mente), não é perspicaz, por isso é fundamental ter um quadro que Searle chama a estrutura lógica da racionalidade (LSR) e eu chamo a psicologia (...) descritiva do pensamento de ordem superior (DPHOT). Depois de resumir a estrutura trabalhada por Wittgenstein e Searle, como estendido pela pesquisa de raciocínio moderno, eu mostro as inadequações nas visões de Carruther, que permeavam a maioria das discussões de comportamento, incluindo a conduta comportamental contemporânea Ciências. Eu mantenho que seu livro é um amálgama de dois livros, um um sumário da psicologia cognitiva e o outro um sumário das confusões filosóficas padrão na mente com algum jargão novo adicionado. Eu sugiro que este último deve ser considerado como incoerente ou como uma visão dos desenhos animados da vida e que tomar Wittgenstein em sua palavra, podemos praticar a autoterapia bem sucedida, em relação à questão da mente/corpo como uma questão de linguagem/corpo. -/- Aqueles que desejam um quadro até à data detalhado para o comportamento humano da opinião moderna dos dois sistemas consultar meu livros Falando Macacos 3ª Ed (2019), A Estrutura Lógica da Filosofia, Psicologia, Mente e Linguagem em Ludwig Wittgenstein e John Searle 2a Ed (2019), Suicídio Pela Democracia,4aEd(2019), Entendendo as Conexões entre Ciência, Filosofia, Psicologia, Religião, Política e Economia- Artigos e Análises 2006-2019 (2019), Ilusões Utópicas Suicidas no 21St século 5a Ed (2019), A Estrutura Lógica do Comportamento Humano (2019), e A Estrutura Lógica da Consciência (2019) y outras. (shrink)

Materialism, reductionism, behaviorism, functionalism, dynamic systems theory and computationalism are popular views, but they were shown by Wittgenstein to be incoherent. The study of behavior encompasses all of human life but behavior is largely automatic and unconscious and even the conscious part, mostly expressed in language (which Wittgenstein equates with the mind), is not perspicuous, so it is critical to have a framework which Searle calls the Logical Structure of Rationality (LSR) and I call the Descriptive Psychology of Higher Order (...) Thought (DPHOT). After summarizing the framework worked out by Wittgenstein and Searle, as extended by modern reasoning research, I show the inadequacies in Carruther’s views, which pervade most discussions of behavior including contemporary behavioral sciences. I maintain that his book is an amalgam of two books, one a summary of cognitive psychology and the other a summary of the standard philosophical confusions on the mind with some new jargon added. I suggest that the latter should be regarded as incoherent or as a cartoon view of life and that taking Wittgenstein at his word, we can practice successful self therapy by regarding the mind/body issue as a language/body issue. -/- Those wishing a comprehensive up to date framework for human behavior from the modern two systems view may consult my book ‘The Logical Structure of Philosophy, Psychology, Mind and Language in Ludwig Wittgenstein and John Searle’ 2nd ed (2019). Those interested in more of my writings may see ‘Talking Monkeys--Philosophy, Psychology, Science, Religion and Politics on a Doomed Planet--Articles and Reviews 2006-2019 3rd ed (2019), The Logical Structure of Human Behavior (2019), and Suicidal Utopian Delusions in the 21st Century 4th ed (2019). (shrink)

Materialisme, reduksionisme, perilaku, fungsionalisme, teori sistem dinamis dan komputasi adalah pandangan yang populer, tetapi mereka ditunjukkan oleh Wittgenstein untuk menjadi tidak koheren. Penelaahan perilaku mencakup semua kehidupan manusia, tapi perilaku ini sebagian besar otomatis dan tidak sadar dan bahkan bagian sadar, sebagian besar dinyatakan dalam bahasa (mana Wittgenstein menyamakan dengan pikiran), tidak mencolok, jadi sangat penting untuk memiliki kerangka kerja yang Searle panggilan struktur Logis rasionalitas (LSR) dan saya sebut psikologi deskriptif dari urutan yang lebih tinggi berpikir (dphot). Setelah meringkas (...) kerangka kerja yang dikerjakan oleh Wittgenstein dan Searle, sebagaimana diperpanjang oleh penelitian penalaran modern, saya menunjukkan ketidakmampuan dalam pandangan carruther, yang meliputi sebagian besar diskusi perilaku, termasuk ilmu perilaku kontemporer. Saya berpendapat bahwa bukunya adalah amalgam dari dua buku, satu ringkasan dari psikologi kognitif dan yang lain ringkasan dari kebingungan filosofis standar pada pikiran dengan beberapa jargon baru ditambahkan. Saya menyarankan bahwa yang terakhir harus dianggap sebagai tidak koheren atau sebagai pandangan kartun kehidupan dan bahwa mengambil Wittgenstein pada Firman-Nya, kita dapat berlatih terapi diri yang sukses dengan mengenai masalah pikiran/tubuh sebagai masalah bahasa/tubuh. -/- Mereka yang ingin komprehensif up to date kerangka perilaku manusia dari dua sistem tampilan modern dapat berkonsultasi buku saya 'struktur Logis filsafat, psikologi, mind dan bahasa dalam Ludwig wittgenstein dan John Searle ' 2nd Ed (2019). Mereka yang tertarik pada tulisan saya lebih mungkin melihat 'berbicara monyet--filsafat, psikologi, ilmu, agama dan politik di planet yang ditakdirkan--artikel dan review 2006-2019 3rd ed (2019) dan bunuh diri utopian delusi di 21st Century 4th Ed (2019) . (shrink)

Concerns over epistemic opacity abound in contemporary debates on Artificial Intelligence (AI). However, it is not always clear to what extent these concerns refer to the same set of problems. We can observe, first, that the terms 'transparency' and 'opacity' are used either in reference to the computational elements of an AI model or to the models to which they pertain. Second, opacity and transparency might either be understood to refer to the properties of AI systems or (...) to the epistemic situation of human agents with respect to these systems. While these diagnoses are independently discussed in the literature, juxtaposing them and exploring possible interrelations will help to get a view of the relevant distinctions between conceptions of opacity and their empirical bearing. In pursuit of this aim, two pertinent conditions affecting computer models in general and contemporary AI in particular are outlined and discussed: opacity as a problem of computational tractability and opacity as a problem of the universality of the computational method. (shrink)

The increasing demand for transparency in AI has recently come under scrutiny. The question is often posted in terms of “epistemic double standards”, and whether the standards for transparency in AI ought to be higher than, or equivalent to, our standards for ordinary human reasoners. I agree that the push for increased transparency in AI deserves closer examination, and that comparing these standards to our standards of transparency for other opaque systems is an appropriate starting point. I suggest that a (...) more fruitful exploration of this question will involve a different comparison class. We routinely treat judgments made by highly trained experts in specialized fields as fair or well-grounded even though—by the nature of expert/layperson division of epistemic labor—an expert will not be able to provide an explanation of the reasoning behind these judgments that makes sense to most other people. Regardless, laypeople are thought to be acting reasonably—and ethically—in deferring to the judgments of experts that concern their areas of specialization. I suggest that we reframe our question regarding the appropriate standards of transparency in AI as one that asks when, why, and to what degree it would be ethical to accept opacity in AI. I argue that our epistemic relation to certain opaque AI technology may be relevantly similar to the layperson’s epistemic relation to the expert in certain respects, such that the successful expert/layperson division of epistemic labor can serve as a blueprint for the ethical use of opaque AI. (shrink)

Psychedelic ingestion and meditative practice are both ancient methods for altering consciousness that became widely known in Western society in the second half of the 20th century. Do the similarities begin and end there, or do these methods – as many have claimed over the years – share some deeper common elements? In this chapter I take a neurophilosophical approach to this question and argue that there are, indeed, deeper commonalities. Recent empirical studies show that psychedelics and meditation modulate overlapping (...) brain networks involved in the sense of self, salience, and attention; moreover, psychedelics can occasion lasting increases in “mindfulness-related capacities” for taking a non-reactive stance on one’s inner experience (e.g. Sampedro et al. 2017). The self-binding theory of psychedelic ego dissolution (Letheby and Gerrans 2017) offers a plausible explanation of these findings: by disrupting self-related beliefs implemented in high-level cortical networks, both psychedelics and meditation can “unbind” mental contents from one’s self-model, moving these contents along the continuum from phenomenal transparency to opacity (cf. Metzinger 2003). In other words, both psychedelics and meditation can expose and weaken our foundational beliefs about our own identity, allowing us to disidentify with these beliefs and see them as “just thoughts”. There are connections between these ideas and recent arguments suggesting that psychedelic use may have epistemic benefits consistent with philosophical naturalism (Letheby 2015, 2016, 2019). I conclude with a proposal: these connections may help in thinking about the putative epistemic benefits of meditation practice from a naturalistic perspective. (shrink)

Computational systems biologists create and manipulate computational models of biological systems, but they do not always have straightforward epistemic access to the content and behavioural profile of such models because of their length, coding idiosyncrasies, and formal complexity. This creates difficulties both for modellers in their research groups and for their bioscience collaborators who rely on these models. In this paper we introduce a new kind of visualization that was developed to address just this sort of epistemic opacity. The (...) visualization is unusual in that it depicts the dynamics and structure of a computer model instead of that model’s target system, and because it is generated algorithmically. Using considerations from epistemology and aesthetics, we explore how this new kind of visualization increases scientific understanding of the content and function of computer models in systems biology to reduce epistemic opacity. (shrink)

With the increasing degrees A.I.s and machines are applied across different social contexts, the need for implementing ethics in A.I.s is pressing. In this paper, we argue for a pluralist hybrid model for the implementation of moral A.I.s. We first survey current approaches to moral A.I.s and their inherent limitations. Then we propose the pluralist hybrid approach and show how these limitations of moral A.I.s can be partly alleviated by the pluralist hybrid approach. The core ethical decision-making capacity of an (...) A.I. based on the pluralist hybrid approach consists of two systems. The first is a deterministic algorithm system that incorporates different moral rules for making explicit moral decisions. The second is a machine learning system that calculates the value of the variables required by the application of moral principles. The pluralist hybrid system is better than the existing proposals as (i) it better addresses the moral disagreement problem of the top-down approach by including different moral principles, while (ii) it reduces the opacity of ethical decision-making compared with a bottom-up system by implementing explicit moral principles for moral decision making. (shrink)

Artificial intelligence (AI) is a digital technology that will be of major importance for the development of humanity in the near future. AI has raised fundamental questions about what we should do with such systems, what the systems themselves should do, what risks they involve and how we can control these. - After the background to the field (1), this article introduces the main debates (2), first on ethical issues that arise with AI systems as objects, i.e. tools made and (...) used by humans; here, the main sections are privacy (2.1), manipulation (2.2), opacity (2.3), bias (2.4), autonomy & responsibility (2.6) and the singularity (2.7). Then we look at AI systems as subjects, i.e. when ethics is for the AI systems themselves in machine ethics (2.8.) and artificial moral agency (2.9). Finally we look at future developments and the concept of AI (3). For each section within these themes, we provide a general explanation of the ethical issues, we outline existing positions and arguments, then we analyse how this plays out with current technologies and finally what policy conse-quences may be drawn. (shrink)

Some how-possibly explanations have epistemic value because they are epistemically possible; we cannot rule out their truth. One paradoxical implication of that proposal is that epistemic value may be obtained from mere ignorance. For the less we know, then the more is epistemically possible. This chapter examines a particular class of problematic epistemically possible how-possibly explanations, viz. *epistemically opaque* how-possibly explanations. Those are how-possibly explanations justified by an epistemically opaque process. How could epistemically opaque how-possibly explanations have epistemic value if (...) they result from a process about which we lack knowledge or understanding? This chapter proposes three different strategies to salvage epistemic value from epistemic opacity, namely salvaging value from 1) functional transparency, 2) modal operator interpretation, and 3) pursuitworthiness. It illustrates using cases from deep neural network modeling. (shrink)

This article suggests that comparative literature scholars may benefit from the awareness that different communities around the world subscribe to different models of mind and that works of fiction can thus be fruitfully analyzed in relation to those local ideologies of mind. Taking as her starting point the “opacity of mind” doctrine, the author compares cultural practices originating in communities in which people think but do not talk publicly about others’ internal states, to those originating in communities in which (...) people both think and talk about them, indeed, in which public speculation about other people’s intentions is (mostly) rewarded. (shrink)

Implementing machine learning in law would transform current legal orders, based on the rule of law. The result would be “legal singularity”: an order based on “precisely tailored laws, specifying the exact behaviour that is permitted in every situation”. According to its proponents, this would promote justice and legal certainty. Through a comparison with the Platonic proposal of the philosopher-king, this article defends that, even if the aforementioned values were to be promoted, the inherent opacity of machine learning systems (...) would hamper the public scrutiny of the resulting normative order, affecting its legitimacy. Thus, current political communities must deliberate about the benefits and drawbacks of legal singularity and must reflect on the use of artificial intelligence in law. (shrink)

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)

The opacity of some recent Machine Learning (ML) techniques have raised fundamental questions on their explainability, and created a whole domain dedicated to Explainable Artificial Intelligence (XAI). However, most of the literature has been dedicated to explainability as a scientific problem dealt with typical methods of computer science, from statistics to UX. In this paper, we focus on explainability as a pedagogical problem emerging from the interaction between lay users and complex technological systems. We defend an empirical methodology based (...) on field work, which should go beyond the in-vitro analysis of UX to examine in-vivo problems emerging in the field. Our methodology is also comparative, as it chooses to steer away from the almost exclusive focus on ML to compare its challenges with those faced by more vintage algorithms. Finally, it is also philosophical, as we defend the relevance of the philosophical literature to define the epistemic desiderata of a good explanation. This study was conducted in collaboration with Etalab, a Task Force of the French Prime Minister in charge of Open Data & Open Government Policies, dealing in particular with the enforcement of the right to an explanation. In order to illustrate and refine our methodology before going up to scale, we conduct a preliminary work of case studies on the main different types of algorithms used by the French administration: computation, matching algorithms and ML. We study the merits and drawbacks of a recent approach to explanation, which we baptize input-output black box reasoning or BBR for short. We begin by presenting a conceptual framework including the distinctions necessary to a study of pedagogical explainability. We proceed to algorithmic case studies, and draw model-specific and model-agnostic lessons and conjectures. (shrink)

What might Adam Smith have learned from Jane Austen and other novelists of his moment? This paper finds and examines a serious problem at the center of Adam Smith’s moral psychology, stemming from an unacknowledged tension between the effort of the spectator to sympathize with the feelings of the agent and that of the agent to moderate her feelings. The agent’s efforts will result in her opacity to spectators, blocking their attempts to read her emotions. I argue that we (...) can resolve this tension by looking to developments in eighteenth-century literature, as perfected in the hands of Jane Austen. I focus on two techniques, focalization and free indirect style, and I show that the problems for spectatorship diminish when we see that good Smithian spectators are savvy readers. (shrink)