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Verified Commit 07bdfd17 authored by orestis.malaspin's avatar orestis.malaspin
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i think i'm pretty much over

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% -----------------------Introduction
\subsection{A real use case}
\begin{frame}[fragile]
\frametitle{Let's write a paper with a bing.com}
\begin{block}{Major possible contributions}
\begin{itemize}
\item<1,7> Chose a general research subject (novelty, literature)
\item<1,7> Choose a general research subject (novelty, literature)
\item<2,7> Have a good idea (or many of them)
\item<3,7> Implement your idea (experiment, code, etc) and get results
\item<4,7> Analyze the results and determine if there is something new here
......@@ -30,7 +31,7 @@
\end{frame}
\begin{frame}[fragile]
\frametitle{Chose a research topic}
\frametitle{Choose a research topic}
\begin{block}{Question: "Give me 4 hot topics for LBM research"}
\begin{itemize}
\item<1> Turbulence modeling
......@@ -52,18 +53,18 @@
\begin{frame}[fragile]
\frametitle{Help with novel ideas and novel methods}
\begin{block}{Question: Can you give me an idea on how to solve quantum fluid flow?}
\begin{block}{Question: Can you give me an idea on how to solve quantum fluid flows?}
\begin{itemize}
\item<1> "Sorry no."
\item<2> Only based on already performed work
\item<2> Can only "create" something new by combining words...
\item<3> But gives only very generic and vague advice when pushed
\item<4> Ideas \textbf{are proposed with references} but are usually not even related to the field.
\item<5> Cannot propose actual design of complex experiments
\item<6> Writes \textbf{simple} codes, but mostly for simple and trivial tasks.
\item<3> Can only "create" something new by combining words...
\item<4> But gives only very generic and vague advice when pushed
\item<5> Ideas \textbf{are proposed with references} but are usually not even related to the field.
\item<6> Cannot propose actual design of complex experiments
\item<7> Writes \textbf{simple} codes, but mostly for simple and trivial tasks.
\end{itemize}
\end{block}
\only<7>{
\only<8>{
\begin{block}{Potential problem?}
\begin{itemize}
\item Security and privacy of the prompts?
......@@ -73,6 +74,28 @@
}
\end{frame}
\begin{frame}[fragile]
\frametitle{Summarize old ideas for reuse}
\begin{block}{Problems}
\begin{itemize}
\item<1> We tend to believe generative models because they write nice sentences
\item<2> But generative models are not always right
\item<3> Generative models cannot give any source for the information it provides
\item<4> Therefore we must \textbf{ALWAYS} check whether the answers are correct
\item<5> Prerequisite: we must be experts already to be able to check or correctness or live with the risk of major errors
\end{itemize}
\end{block}
\only<2>{
\begin{block}{Yes but Wikipedia is the same!}
\begin{itemize}
\item<1> Well... Sorry but no
\item<2> Wikipedia has thousands of reviewers
\item<3> References can be found for most information on the Wikipedia pages
\end{itemize}
\end{block}
}
\end{frame}
\begin{frame}[fragile]
\frametitle{Data analysis}
\begin{block}{Maybe an interest?}
......@@ -157,10 +180,10 @@ plt.show()
\end{frame}
\subsection{Introduction}
\subsection{Introduction / Conclusion}
\begin{frame}[fragile]
\frametitle{Introduction: Summary and highlights}
\begin{block}{Very hard}
\frametitle{Introduction / Conclusion: Summary and highlights}
\begin{block}{Very hard: Derived from methods and results parts}
\begin{itemize}
\item<1> Most prompts allow for texts that are 2000 characters long
\item<2> Difficult to summarize the complete paper with prompts this short
......@@ -174,7 +197,7 @@ plt.show()
\end{frame}
\begin{frame}[fragile]
\frametitle{Write a bibliography on quantum fluid flow with LBM}
\frametitle{Write a bibliography on quantum fluid flows with LBM}
\includegraphics[width=0.5\columnwidth]{Figures/biblio.png}
\begin{block}{Looks cool right?}
\begin{itemize}
......@@ -186,30 +209,67 @@ plt.show()
\end{block}
\end{frame}
\begin{frame}[fragile]
\frametitle{Practical concerns}
\begin{itemize}
\item<1> Reading (and have a deep understanding) of papers is integral part of our job (AI cannot read or us)
\item<1> Summarizing and highlighting is of major importance (convey meaning to others)
\item<1> Homogeneous style helps others understanding
\item<2> Except if papers are only read and written by other AIs
\end{itemize}
\end{frame}
\subsection{Abstract}
\begin{frame}[fragile]
\frametitle{Write an abstract}
\begin{block}{Finally a good use?}
\begin{itemize}
\item<1> Given the title of the paper
\item<1> And bullet points with the major contributions
\item<2> Good results can be achieved! Hooray!
\end{itemize}
\end{block}
\end{frame}
\frametitle{For some more fun}
\begin{frame}[fragile]
\frametitle{Translations}
\frametitle{From french to english}
La méthode de boltzmann sur réseau est une méthode novatrice de simulation de mécanique des fluides computationnelle qui existe depuis une vingtaine d'années.
La m\'ethode de boltzmann sur r\'eseau est une m\'ethode novatrice de simulation de m\'ecanique des fluides computationnelle qui existe depuis une vingtaine d'ann\'ees.
\vskip0.5truecm
\includegraphics[width=\columnwidth]{Figures/translation.png}
\only<2>{
\vskip0.25truecm
\vskip0.1truecm
\textbf{I always knew french was language that allowed to express ideas in a very condensed manner!}
}
\end{frame}
\begin{frame}[fragile]
\frametitle{For points (1,1), (2,2), ..., (10, 10) draw a scatter plot}
\only<1>{
How it started\\
\includegraphics[width=0.5\columnwidth]{Figures/numbers.png}
}
\only<2>{
How it continued\\
\includegraphics[width=0.5\columnwidth]{Figures/python.png}
}
\only<3>{
How it ended\\
\includegraphics[width=0.5\columnwidth]{Figures/points.png}
}
\end{frame}
\subsection{Closing remarks}
\begin{frame}[fragile]
\frametitle{When to use a generative AI}
\begin{block}{My two cents as an old person}
\begin{itemize}
\item Any boring task that can be checked in \textbf{seconds} or that has zero impact
\item Any boring task that can be checked within \textbf{seconds} or that has zero impact
\item Write the cover letter (or rebuttals)
\item Shorten small paragraphs
\item Rephrase sentences
\item Rephrase sentences and keeping the same meaning
\item Write very short code snippets
\item \textbf{Please: never for doing mathematical tasks...}
\end{itemize}
\end{block}
......@@ -217,49 +277,30 @@ plt.show()
\begin{frame}[fragile]
\frametitle{Well this is more philosophical}
\frametitle{A bit more meta-physical questions}
\begin{block}{Why it's not a good idea?}
\begin{itemize}
\item Plagiarism? Just cite the generative AI used as the source with date, but output is inherently non-reproducible!
\item Ethics? Generative AIs are "an average" of other people's work (impossible to find the original source)
\item Plagiarism? Just cite the generative AI used as the source with date, but output is inherently non-reproducible!\\
We should also provide the exact sequence of prompts used and it would not be enough!
\item Ethics? Generative AIs are "an average" of other people's work (impossible to find the original source)\\
What if you copy-pasted an exact sentence from another author without knowing it?
\item Intellectual property? Who is the "owner" of the content produced?
\item Skills evolution? To use AI one must be expert in its field, by using AI one becomes less an expert.
\item Skills evolution? To use AI one must be expert in its field, by using AI one becomes less an expert\\
Each time you use an AI you make \textbf{zero} effort (no rephrasing, no creativity, etc)
\item Energy concerns? Each AI powered request consumes 10-20x a google search (70-140g of CO2)
\end{itemize}
\end{block}
\end{frame}
\subsection{Disclaimer}
\begin{frame}[fragile]
\frametitle{Believing chatGPT on what it says}
Multiple examples on times it doesn't work
\begin{block}{Possible critics to this presentation}
\begin{itemize}
\item Rabbit's eggs
\item Definition of a lozenge
\item Students using it for a base code
\item But $<$Insert other model here$>$ gives better results
\item You are biased against generative AIs
\item AIs are just algorithms, we can trust them
\item
\end{itemize}
\vspace{20pt}
Not just an hallucination!
\begin{itemize}
\item As seen before, this is the expected behaviour
\item chatGPT generates convincing texts
\item Generates what an average person would write about it
\end{itemize}
\end{frame}
\begin{frame}[fragile]
\frametitle{For a given set of points draw the scatter plot}
\only<1>{
How it started\\
\includegraphics[width=0.5\columnwidth]{Figures/numbers.png}
}
\only<2>{
How it continued\\
\includegraphics[width=0.5\columnwidth]{Figures/python.png}
}
\only<3>{
How it ended\\
\includegraphics[width=0.5\columnwidth]{Figures/points.png}
}
\end{block}
\end{frame}
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