Contemporary philosophy is beginning to pay to problems of linguistic justice the attention that they deserve in today’s heavily interconnected world. However, contemporary philosophy, as a part of today’s world, has problems of linguistic justice of its own which deserve meta-philosophical attention. At least in the philosophical tradition that is mainstream in much of the world today, viz. analytic philosophy, methodological and sociological mechanisms make it the case that the voices of non-native-speaking philosophers are substantially less heard. In this essay, (...) I briefly outline the problems non-native speakers face in contemporary analytic philosophy. I then move on to analysing the possible causes of the current problems. Among these reasons, I argue, is the emphasis given to linguistic style and appearances as signs of clarity, precision and rigour in the treatment of philosophical problems. I argue that the current emphasis on linguistic style in analytic philosophy is not justifiable, in part because it deprives contemporary analytic philosophy of a wider variety of philosophical perspectives. I argue that an important remedy for the emphasis on linguistic appearances within philosophy is to foster greater linguistic diversity. I conclude by presenting and motivating a recent initiative that aims to achieve such a goal. (shrink)

This paper examines racial discrimination and algorithmic bias in predictive policing algorithms (PPAs), an emerging technology designed to predict threats and suggest solutions in law enforcement. We first describe what discrimination is in a case study of Chicago’s PPA. We then explain their causes with Broadbent’s contrastive model of causation and causal diagrams. Based on the cognitive science literature, we also explain why fairness is not an objective truth discoverable in laboratories but has context-sensitive social meanings that need to be (...) negotiated through democratic processes. With the above analysis, we next predict why some recommendations given in the bias reduction literature are not as effective as expected. Unlike the cliché highlighting equal participation for all stakeholders in predictive policing, we emphasize power structures to avoid hermeneutical lacunae. Finally, we aim to control PPA discrimination by proposing a governance solution—a framework of a social safety net. (shrink)

Although the relationship between prejudice and predictive coding has attracted more attention recently, many important issues remain to be investigated, such as why prejudice is so persistent and how to accommodate seemingly conflicting studies. In this paper, we offer an integrated framework to explain the functional-computational mechanism of prejudice. We argue that this framework better explains (i) why prejudice is somewhat immune to revision, (ii) how inconsistent processing (e.g. one’s moral belief and biased emotional reaction) may occur, (iii) the dispute (...) over the content of ‘alief’ (unconscious belief), and (iv) conflicting data reported in disinformation studies. Finally, we briefly review the main intervention strategies and offer recommendations. (shrink)