Current methods of operationalizing concepts of misinformation in machine learning are often problematic given idiosyncrasies in their success conditions compared to other models employed in the natural and social sciences. The intrinsic value-ladenness of misinformation and the dynamic relationship between citizens' and social scientists' concepts of misinformation jointly suggest that both the construct legitimacy and the construct validity of these models needs to be assessed via more democratic criteria than has previously been recognized.

The paper analyzes the main social contexts constituting social epistemology. It describes external so­cio-political contexts which define the framework and required procedures for open research, scientif­ic consensus and epistemic justice. However, the article argues for special importance of internal social contexts – those of knowledge production in research groups. The treatment of knowledge as a collective enterprise requires, in turn, discussion of a new set of problems: the ways and mechanisms of creating the collective subject of knowledge, ways of overcoming (...) disagreements between individual researchers and research teams, explanation of scientific change and others. The «social turn» in epistemology calls for a careful study of these two types of interacting contexts – external and internal ones. (shrink)

In the social epistemology of scientific knowledge, it is largely accepted that relationships of trust, not just reliance, are necessary in contemporary collaborative science characterised by relationships of opaque epistemic dependence. Such relationships of trust are taken to be possible only between agents who can be held accountable for their actions. But today, knowledge production in many fields makes use of AI applications that are epistemically opaque in an essential manner. This creates a problem for the social epistemology of scientific (...) knowledge, as scientists are now epistemically dependent on AI applications that are not agents, and therefore not appropriate candidates for trust. (shrink)

Blumenthal-Barby and colleagues (2022) argue that philosophy continues to be relevant to bioethics. To support their argument, they offer several examples of how—not philosophy, exactly—but normati...