In 2009, the owners of Mobile Joint Stock Company (Mobile World) were struggling to manage the challenges of rapid internal growth in a fast-changing and competitive industry. At the same time, private equity firm Mekong Capital was considering its role in the company and how to guide future growth. There was some dissension between the two parties; how could they resolve their differences and add value to the company?

Many philosophers have argued that statistical evidence regarding group characteristics (particularly stereotypical ones) can create normative conflicts between the requirements of epistemic rationality and our moral obligations to each other. In a recent article, Johnson-King and Babic argue that such conflicts can usually be avoided: what ordinary morality requires, they argue, epistemic rationality permits. In this article, we show that as data get large, Johnson-King and Babic’s approach becomes less plausible. More constructively, we build on their project and develop a (...) generalized model of reasoning about stereotypes under which one can indeed avoid normative conflicts, even in a big data world, when data contain some noise. In doing so, we also articulate a general approach to rational belief updating for noisy data. (shrink)

The archive discovery, manuscript «Notes for the history of Malorossia» («Zapiski dla istorii Malorossii») composed by Ilia Fedorovich Timkovskii (Илья Федорович Тимковский, 1773–1853), was initiated by its author in 1849, yet it was never finished. Like the majority of Timkovskii’s compelling written heritage, the «Notes» were overpassed by the researchers, even though such prominent figures in social science as Ilia Fedovorich’s own nephew Mikhail Maksimovich, Nikolai Shugurov, and Vladimir Naumenko wrote about Timkovskii. Unlike his impressive intellectual and social (...) activity that surpassed the boundaries of his professional mandate (as lawyer, educator, literary scholar, etc.), his historiographical image remains fragmented and partial. Specifically, historiography is scarce as to the role Timkovskii played in facilitating the emergence of Ukrainian historical-cultural space, historical consciousness and knowledge, as well as in creating conditions for development of Ukrainian historic writing. Meanwhile, persisting documentary sources from Tikovskii’s archive, along with his egodocuments that were published in the 19th century, allow to fill this void. The structure of this publication is determined by aforementioned historiographical factors and the intent to introduce new historical sources into scholarly practice. This article includes only the first part of the publication. As such, it provides the introduction into the biographic context of the author of the «Notes», and focuses on his vision of the meaning of history and heritage. It follows the evolution of his idea to write a historical composition through the documents, as well as «external» reasons that caused him to stop working on the «Notes». The second part of the publication (in the next issue of Kyivan Academy), along with the original text of «The Notes for the history of Malorossia», will include the analysis of the sociocultural and source study context within which the «Notes» were created, as well as historical views of the author, and the relationship between his memoirs and historical writing. (shrink)