How do concert pianists commit to memory the structure of a piece of music like Bach’s Italian Concerto, learning it well enough to remember it in the highly charged setting of a crowded performance venue, yet remaining open to the freshness of expression of the moment? Playing to this audience, in this state, now, requires openness to specificity, to interpretation, a working dynamicism that mere rote learning will not provide. Chaffin, Imreh and Crawford’s innovative and detailed research suggests that (...) the key to this skill is a declarative mental roadmap aiding musical performance. This hypothesis is neatly and unintentionally summarized by professional pianist Imreh, who states when learning a new piece of music “My fingers were playing the notes just fine. The practice I needed was in my head. I had to learn to keep track of where I was. It was a matter of learning exactly what I needed to be thinking of as I played, and at exactly what point. (shrink)

Kate Crawford presents AI as “both reflecting and producing social relations and understandings of the world”; or again, as “a form of exercising power, and a way of seeing… as a manifestation of highly organized capital backed by vast systems of extraction and logistics, with supply chains that wrap around the entire planet”. I interpret these material insights through a Marxist understanding of ideology, with reference to Marx/Engels, Guy Debord and Louis Althusser. In the German Ideology, Marx and Engels (...) present ideology as the alienated and alienating discourse of exchange, dissimulating the material forces of production and its science. Guy Debord presents the spectacle as the further representation of capital. The spectacle is a total Weltanschauung, pure appearance, where “whatever appears is good and where what is good, appears.” Above all, the spectacle is ideology, representing “the impoverishment, enslavement and negation of real life”. Louis Althusser presents ideology as essential for the reproduction of labor-power and capital. His notion of “interpellation” explains the subjective uptake of ideology, how we respond, “yes!” to its call. The algorithms of AI are enactments of surplus value generating capital as data. The AI data-world is the spectacle, “the autonomous movement of non-life” (Debord) where the proletariat/consumer is the producer of their own ideological subjection. Is resistance possible? What form might it take? And if AI is understood as ideology, i.e. as a language that obscures the true conditions of real life, then what are those true conditions? What is “real life”? (shrink)

In Frege’s Puzzle (1986), Salmon analyzed ‘a withholds believing p’ in terms of a ternary relation BEL of x believing a proposition p under a guise g. The proposed analysis is the following: There is a proposition guise g such that a grasps p by means of g but a does not stand in BEL to p and g. Sean Crawford has made a proposal for Millians to evade propositional guises through second-order belief. Specifically, in effect, Crawford’s proposes (...) to analyze the crucial notion of withheld belief instead as believing that one does not believe: a believes that a does not believe p. Crawford’s clever proposal thus avoids explicit quantification over guises. However, it is shown that the proposal is inadequate to avoid guises. The resulting notion is too weak to capture the relevant notion of withheld belief. (shrink)

This paper attacks an account of Kant's controversial distinction between "free" and "dependent" beauty. I present three problems—The Lorland problem, The Crawford Problem, and the problem of intrinsic relation—that are shown to be a consequence of various interpretations of Kant's distinction. Next, I reconstruct Robert Wicks' well-known account of dependent beauty as "the appreciation of teleological style" and point out a key equivocation in the statement of Wicks' account: the judgment of dependent beauty can be thought to consist in (...) comparing any two objects' teleological styles either in respect of how or in respect of how well each realizes a common purpose. I argue that this equivocation forces Wicks into a dilemma: either he must assert the impossibility of ugliness or he must assert that the judgment of dependent beauty is reducible to the judgment of perfection. Either way, he denies important theoretic desiderata. (shrink)

Two art exhibitions, “Training Humans” and “Making Faces,” and the accompanying essay “Excavating AI: The politics of images in machine learning training sets” by Kate Crawford and Trevor Paglen, are making substantial impact on discourse taking place in the social and mass media networks, and some scholarly circles. Critical scrutiny reveals, however, a self-contradictory stance regarding informed consent for the use of facial images, as well as serious flaws in their critique of ML training sets. Our analysis underlines the (...) non-negotiability of informed consent when using human data in artistic and other contexts, and clarifies issues relating to the description of ML training sets. (shrink)

Paul Crowther provides interpretations of key concepts in Kant’s Critique of Aesthetic Judgment, indicating (particularly in very informative footnotes) how his views compare with those of other Kant commentators such as Paul Guyer, Rachel Zuckert, Béatrice Longuenesse, Henry Allison, Donald Crawford, Robert Wicks and others. One might be inclined to ask whether yet another interpretation of Kant’s third critique was needed, yet compared to his other two critiques, Kant’s Critique of Judgment can still be regarded as the neglected sibling. (...) Its relevance to his system as a whole and in particular to his moral theory is still under appreciated. However, if one is after a study of Kant’s third critique along these lines, this is not the place to find it. Crowther has his philosopher of art hat firmly in place in the writing of this study. Even so, adopting this approach Crowther shows us that there is still work to be done. Crowther takes the core of Kant’s thesis and argues that its implications extend far beyond what Kant could have envisaged. (shrink)

Twenty-five years ago, my colleagues Miyuki Kamachi and Jiro Gyoba and I designed and photographed JAFFE, a set of facial expression images intended for use in a study of face perception. In 2019, without seeking permission or informing us, Kate Crawford and Trevor Paglen exhibited JAFFE in two widely publicized art shows. In addition, they published a nonfactual account of the images in the essay “Excavating AI: The Politics of Images in Machine Learning Training Sets.” The present article recounts (...) the creation of the JAFFE dataset and unravels each of Crawford and Paglen’s fallacious statements. I also discuss JAFFE more broadly in connection with research on facial expression, affective computing, and human-computer interaction. (shrink)

Many people argue that history makes a special difference to the subjects of biology and psychology, and that history does not make this special difference to other parts of the world. This paper will show that historical properties make no more or less of a difference to biology or psychology than to chemistry, physics, or other sciences. Although historical properties indeed make a certain kind of difference to biology and psychology, this paper will show that historical properties make the same (...) kind of difference to geology, sociology, astronomy, and other sciences. Similarly, many people argue that nonhistorical properties make a special difference to the nonbiological and the nonpsychological world. This paper will show that nonhistorical properties make the same difference to all things in the world when it comes to their causal behavior and that historical properties make the same difference to all things in the world when it comes to their distributions. Although history is special, it is special in the same way to all parts of the world. (shrink)