diff --git a/trustworthy-ai.tex b/trustworthy-ai.tex index ced2379..02893e5 100644 --- a/trustworthy-ai.tex +++ b/trustworthy-ai.tex @@ -108,14 +108,14 @@ the former in the case of a poorly trained machine learning algorithm that simply classifies pictures of dogs and cats always as dogs, for example. Scholars usually divide trust either into \emph{cognitive} or -\emph{noncognitive} forms. While cognitive trust involves some sort of rational -and objective evaluation of the trustee's capabilities, noncognitive trust +\emph{non-cognitive} forms. While cognitive trust involves some sort of rational +and objective evaluation of the trustee's capabilities, non-cognitive trust lacks such an evaluation. For instance, if a patient comes to a doctor with a health problem which resides in the doctor's domain, the patient will place trust in the doctor because of the doctor's experience, track record and education. The patient thus consciously decides that he/she would rather trust the doctor to solve the problem and not a friend who does not have any -expertise. Conversely, noncognitive trust allows humans to place trust in +expertise. Conversely, non-cognitive trust allows humans to place trust in people they know well, without a need for rational justification, but just because of their existing relationship. @@ -141,7 +141,7 @@ of the triple performed by the agent $Y$ to achieve goal $G$. $C$ stands for the context in which the action takes place. -\subsubsection{Simple Trust} is a noncognitive form of trust and the least +\subsubsection{Simple Trust} is a non-cognitive form of trust and the least demanding form of trust in the incremental model. $X$ trusts $Y$ to perform an action $A$ to pursue the goal $G$ without requiring additional information about $Y$'s ability to generate a satisfactory outcome. In other words, $X$ @@ -174,7 +174,7 @@ reasons. model proposed by \cite{ferrario_ai_2020}. In addition to having objective reasons to trust $Y$, $X$ is also willing to do so without control. It is thus a combination of simple trust and reflective trust. Simple trust provides the -noncognitive, noncontrolling aspect of trust and reflective trust provides the +non-cognitive, non-controlling aspect of trust and reflective trust provides the cognitive aspect. \subsection{Application of the Model}