The paper analyses in some depth the distinction by Paul Humphreys between "epistemic opacity" —which I refer to as "weak epistemic opacity" here— and "essential epistemic opacity", and defends the idea that epistemic opacity in general can be made sense as coming in degrees. The idea of degrees of epistemic opacity is then exploited to show, in the context of computer simulations, the tight relation between the concept of epistemic opacity and actual scientific (modelling and simulation) practices. As a consequence, interesting questions arise in connection with the role of agents dealing with epistemically opaque processes such as computer simulations
Computational chemistry grew in a new era of "desktop modeling", which coincided with a growing dema...
In the social epistemology of scientific knowledge, it is largely accepted that relationships of tru...
The research program of eXplainable AI (XAI) has been developed with the aim of providing tools and ...
The paper analyses in some depth the distinction by Paul Humphreys between "epistemic opacity" —whic...
Conventional accounts of epistemic opacity, particularly those that stem from the definitive work of...
Concerns over epistemic opacity abound in contemporary debates on Artificial Intelligence (AI). How...
Computer simulations are often claimed to be opaque and thus to lack transparency. But what exactly ...
Epistemic opacity vis a vis human agents has been presented as an essential, ineliminable characteri...
One of the main worries with machine learning model opacity is that we cannot know enough about how ...
In this paper, we pursue three general aims: (I) We will define a notion of fundamental opacity and ...
Several philosophical issues in connection with computer simulations rely on the assumption that res...
Under what conditions does machine learning (ML) model opacity inhibit the possibility of explaining...
The epistemology of computer simulations has become a mainstream topic in the philosophy of technolo...
Computational chemistry grew in a new era of "desktop modeling", which coincided with a growing dema...
In the social epistemology of scientific knowledge, it is largely accepted that relationships of tru...
The research program of eXplainable AI (XAI) has been developed with the aim of providing tools and ...
The paper analyses in some depth the distinction by Paul Humphreys between "epistemic opacity" —whic...
Conventional accounts of epistemic opacity, particularly those that stem from the definitive work of...
Concerns over epistemic opacity abound in contemporary debates on Artificial Intelligence (AI). How...
Computer simulations are often claimed to be opaque and thus to lack transparency. But what exactly ...
Epistemic opacity vis a vis human agents has been presented as an essential, ineliminable characteri...
One of the main worries with machine learning model opacity is that we cannot know enough about how ...
In this paper, we pursue three general aims: (I) We will define a notion of fundamental opacity and ...
Several philosophical issues in connection with computer simulations rely on the assumption that res...
Under what conditions does machine learning (ML) model opacity inhibit the possibility of explaining...
The epistemology of computer simulations has become a mainstream topic in the philosophy of technolo...
Computational chemistry grew in a new era of "desktop modeling", which coincided with a growing dema...
In the social epistemology of scientific knowledge, it is largely accepted that relationships of tru...
The research program of eXplainable AI (XAI) has been developed with the aim of providing tools and ...