The entire issue turns, then, on how we regard definitions.

In any competition for monuments of wasted labour the collection of accidental acrostics in Latin poets published by I. Hilberg would stand a good chance of a prize. But amongst his examples of ‘neckische Spiele des Zufalls’ is one I am gullible enough to believe may be more significant. In Aeneid 7. 601–15 Vergil describes the custom of opening the gates of war in a long anacoluthic sentence, the first four lines of which run: Mos erat Hesperio in Latio, quern (...) protinus urbes Albanae coluere sacrum, nunc maxima rerum Roma colit, cum prima movent in proelia Mortem, Sive Getis inferre manu lacrimabile bellum…. (shrink)

v. 1. Tema li︠u︡bvi v istorii filosofii i kulʹtury ; Li︠u︡bov v sovremennon mire -- v. 2. Antologii︠a︡ li︠u︡bvi.

Most scholars regard Ernst Cassirer as a thinker in the Marburg Neo-Kantian tradition whose writings take him from its concern with the analysis of the logical foundations of science to problems in intellectual history, theory of language, and culture. The critical work on his thought has reflected and supported this view. There is a second image of Cassirer which is shared by the large number of students and general readers who have come to his thought through two works that appeared (...) at the end of his life—An Essay on Man and the Myth of the State. These works have gone through numerous printings and have appeared in editions in most major Western and Oriental languages. These readers have found in Cassirer not primarily an epistemologist and historian of thought but a philosopher of humanity, an interpreter of the fragmentation of contemporary cultural life and the nature of the political world. These two sides shown by Cassirer’s thought are not exactly opposed, but also they are not joined. (shrink)

We argue that artificial networks are explainable and offer a novel theory of interpretability. Two sets of conceptual questions are prominent in theoretical engagements with artificial neural networks, especially in the context of medical artificial intelligence: Are networks explainable, and if so, what does it mean to explain the output of a network? And what does it mean for a network to be interpretable? We argue that accounts of “explanation” tailored specifically to neural networks have ineffectively reinvented the wheel. In (...) response to, we show how four familiar accounts of explanation apply to neural networks as they would to any scientific phenomenon. We diagnose the confusion about explaining neural networks within the machine learning literature as an equivocation on “explainability,” “understandability” and “interpretability.” To remedy this, we distinguish between these notions, and answer by offering a theory and typology of interpretation in machine learning. Interpretation is something one does to an explanation with the aim of producing another, more understandable, explanation. As with explanation, there are various concepts and methods involved in interpretation: Total or Partial, Global or Local, and Approximative or Isomorphic. Our account of “interpretability” is consistent with uses in the machine learning literature, in keeping with the philosophy of explanation and understanding, and pays special attention to medical artificial intelligence systems. (shrink)

Background: The factors influencing parents’ willingness to enroll their children in biobanks are poorly understood. This study sought to assess parents’ willingness to enroll their children, and their perceived benefits, concerns, and information needs under different consent and data-sharing scenarios, and to identify factors associated with willingness. Methods: This large, experimental survey of patients at the 11 eMERGE Network sites used a disproportionate stratified sampling scheme to enrich the sample with historically underrepresented groups. Participants were randomized to receive one of (...) three consent and data-sharing scenarios. Results: In total, 90,000 surveys were mailed and 13,000 individuals responded (15.8% response rate). 5737 respondents were parents of minor children. Overall, 55% (95% confidence interval 50–59%) of parents were willing to enroll their youngest minor child in a hypothetical biobank; willingness did not differ between consent and data-sharing scenarios. Lower educational attainment, higher religiosity, lower trust, worries about privacy, and attitudes about benefits, concerns, and information needs were independently associated with less willingness to allow their child to participate. Of parents who were willing to participate themselves, 25% were not willing to allow their child to participate. Being willing to participate but not willing to allow one’s child to participate was independently associated with multiple factors, including race, lower educational attainment, lower annual household income, public health care insurance, and higher religiosity. Conclusions: Fifty-five percent of parents were willing to allow their youngest minor child to participate in a hypothetical biobank. Building trust, protecting privacy, and addressing attitudes may increase enrollment and diversity in pediatric biobanks. (shrink)

Horace, Janus, and Pighius' Acta In PBSR 54, 213–28 Andrew Lintott dusts down the fragments of the Acta Urbana published by S. V. Pighius in 1615 and universally supposed today to be a forgery. Lintott himself, after a most learned discussion, concurs, but one senses a wistful longing for the fragments to be genuine. The purpose of this note is to offer another reason why sadly this is unlikely.