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add supply chain to lecture 7
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jphall663 committed Jun 27, 2023
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52 changes: 47 additions & 5 deletions tex/lecture_7.tex
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\end{frame}


% INSERT NEW SLIDE HERE WITH SECTION AUDIT SUPPLY CHAIN <AI TAKE A OF (HUMAN) WORK>


%-------------------------------------------------------------------------------
\section{Auidt Supply Chains}
%-------------------------------------------------------------------------------

\begin{frame}

\frametitle{Audit Supply Chains}
\framesubtitle{AI takes a lot of (human) work}

\begin{columns}

\column{0.5\linewidth}
Consider:
\begin{itemize}
\item Data poisoning and malware.
\item Ethical labor practices.
\item Localization and data privacy compliance.
\item Geopolitical stability.
\item Software and hardware vulnerabilities.
\item Third-party vendors.
\end{itemize}

\column{0.5\linewidth}
\centering
\includegraphics[height=110pt]{../img/Audit_SC.png}\\

\scriptsize{\tiny{Cover art for the recent NY Magazine article, \textit{AI Is A Lot Of Work: As the technology becomes ubiquitous, a vast tasker underclass is emerging — and not going anywhere.}}}
\par\noindent\rule{100pt}{0.4pt}\\
%\vspace{5pt}

\end{columns}

\noindent\scriptsize{Image source: \url{https://nymag.com/intelligencer/article/ai-artificial-intelligence-humans-technology-business-factory.html}}


\end{frame}



%-------------------------------------------------------------------------------
\section{Select a Standard}
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\framesubtitle{Audits Assess Adherence to a Standard}

\begin{columns}

\column{0.5\linewidth}
\centering
\includegraphics[height=120pt]{../img/NIST_RMF_img1.png}\\
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\end{table}

\centering
\scriptsize{Source: "DQI: Measuring data quality in NLP,” \\ \url{https://arxiv.org/pdf/2005.00816.pdf}. (\cite{mishra2020dqi})}
\scriptsize{Source: "DQI: Measuring Data Quality in NLP,” \\ \url{https://arxiv.org/pdf/2005.00816.pdf}. (\cite{mishra2020dqi})}


\end{frame}
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\end{itemize}
\noindent Provide incentives for the best feedback!\\
\vspace{5pt}
\tiny{Various sources, e.g., \cite{schwartz2022towards}.}
\scriptsize{Various sources, e.g., \cite{schwartz2022towards}.}



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\begin{frame}

\frametitle{Mitigate Risks}
\framesubtitle{Now what?}
\framesubtitle{Now What??}

\begin{columns}

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\item Undisclosed data collection
\end{itemize}
\vspace{5pt}
\tiny{Various sources, e.g.,\\ \cite{weidinger2022taxonomy}.}
\scriptsize{Various sources, e.g.,\\ \cite{weidinger2022taxonomy}.}



\end{columns}

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