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orestis.malaspin
Cours IA
Commits
61e288eb
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61e288eb
authored
1 year ago
by
orestis.malaspin
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Sections/4-Tentations.tex
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61e288eb
...
@@ -4,11 +4,11 @@
...
@@ -4,11 +4,11 @@
\subsection
{
A real use case
}
\subsection
{
A real use case
}
\begin{frame}
[fragile]
\begin{frame}
[fragile]
\frametitle
{
Let's write a paper with a bing.com
}
\frametitle
{
Let's write a paper with a bing.com
}
\begin{block}
{
Major possible contributions
}
\begin{block}
{
What bing can help us with (if we ask it)
}
\begin{itemize}
\begin{itemize}
\item
<1,7> Choose a
general
research
subject (novelty, literature)
\item
<1,7> Choose a research
topic
\item
<2,7>
Ha
ve
a good idea (or many of them)
\item
<2,7>
Gi
ve
ideas
\item
<3,7> Implement
your
idea (experiment, code, etc)
and get results
\item
<3,7> Implement idea
s
(experiment, code, etc)
\item
<4,7> Analyze the results and determine if there is something new here
\item
<4,7> Analyze the results and determine if there is something new here
\item
<5,7> Write the paper that presents your novel results
\item
<5,7> Write the paper that presents your novel results
\item
<6,7> Submit and answer to the reviewers' comments
\item
<6,7> Submit and answer to the reviewers' comments
...
@@ -21,8 +21,8 @@
...
@@ -21,8 +21,8 @@
\begin{block}
{
Maybe useful vs maybe useless vs completely useless
}
\begin{block}
{
Maybe useful vs maybe useless vs completely useless
}
\begin{itemize}
\begin{itemize}
\item
<2> Choose a research topic
\item
<2> Choose a research topic
\item
<3>
Ha
ve
a good idea (or many of them)
\item
<3>
Gi
ve
ideas
\item
<1> Implement
your
idea (experiment, code, etc)
and get results
\item
<1> Implement idea
s
(experiment, code, etc)
\item
<2> Analyze the results and determine if there is something new here
\item
<2> Analyze the results and determine if there is something new here
\item
<1> Write the paper that presents your novel results
\item
<1> Write the paper that presents your novel results
\item
<1> Submit and answer to the reviewers' comments
\item
<1> Submit and answer to the reviewers' comments
...
@@ -43,7 +43,7 @@
...
@@ -43,7 +43,7 @@
\only
<3>
{
\only
<3>
{
\begin{block}
{
The problem?
}
\begin{block}
{
The problem?
}
\begin{itemize}
\begin{itemize}
\item
Three are relevant topics, but
a lot of literature exists
\item
Three are relevant topics, but
nothing "new"
\item
One is completely absurd: it is the only one that looks cool
\item
One is completely absurd: it is the only one that looks cool
\item
Whatever one asks these AIs one will get a "positive" answer
\item
Whatever one asks these AIs one will get a "positive" answer
\end{itemize}
\end{itemize}
...
@@ -55,10 +55,10 @@
...
@@ -55,10 +55,10 @@
\frametitle
{
Help with novel ideas and novel methods
}
\frametitle
{
Help with novel ideas and novel methods
}
\begin{block}
{
Question: Can you give me an idea on how to solve quantum fluid flows?
}
\begin{block}
{
Question: Can you give me an idea on how to solve quantum fluid flows?
}
\begin{itemize}
\begin{itemize}
\item
<1> "Sorry no."
\item
<1> "Sorry no."
But actually this is reasonable.
\item
<2> Only based on already performed work
\item
<2> Only based on already performed work
\item
<3> Can only "create" something new by combining words...
\item
<3> Can only "create" something new by combining words...
\item
<4>
But g
ives only very generic and vague advice when pushed
\item
<4>
G
ives 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
<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
<6> Cannot propose actual design of complex experiments
\item
<7> Writes
\textbf
{
simple
}
codes, but mostly for simple and trivial tasks.
\item
<7> Writes
\textbf
{
simple
}
codes, but mostly for simple and trivial tasks.
...
@@ -79,10 +79,10 @@
...
@@ -79,10 +79,10 @@
\begin{block}
{
Problems
}
\begin{block}
{
Problems
}
\begin{itemize}
\begin{itemize}
\item
<1> We tend to believe generative models because they write nice sentences
\item
<1> We tend to believe generative models because they write nice sentences
\item
<2> But generative models are not always right
\item
<2> But generative models are not always
"
right
"
\item
<3> Generative models cannot give any source for the information it provides
\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
<4> Therefore we must
\textbf
{
ALWAYS
}
check whether the answers are correct
\item
<5> Prerequisite: must be experts already to
be able to
check correctness or live with risk of major errors
\item
<5> Prerequisite: must be experts already to check correctness or live with risk of major errors
\end{itemize}
\end{itemize}
\end{block}
\end{block}
\only
<2>
{
\only
<2>
{
...
@@ -90,7 +90,7 @@
...
@@ -90,7 +90,7 @@
\begin{itemize}
\begin{itemize}
\item
<1> Well... Sorry but no
\item
<1> Well... Sorry but no
\item
<2> Wikipedia has thousands of reviewers
\item
<2> Wikipedia has thousands of reviewers
\item
<3> References can be found for most information on
the
Wikipedia pages
\item
<3> References can be found for most information on Wikipedia pages
\end{itemize}
\end{itemize}
\end{block}
\end{block}
}
}
...
@@ -101,7 +101,7 @@
...
@@ -101,7 +101,7 @@
\begin{block}
{
Maybe an interest?
}
\begin{block}
{
Maybe an interest?
}
\begin{itemize}
\begin{itemize}
\item
<1> Codes are relatively simple
\item
<1> Codes are relatively simple
\item
<2> There are many examples all over the internet (hence
\item
<2> There are many examples all over the internet (hence
the good results)
\item
<3> Easy to iterate quickly and see if the results make sense
\item
<3> Easy to iterate quickly and see if the results make sense
\end{itemize}
\end{itemize}
\end{block}
\end{block}
...
@@ -111,7 +111,6 @@
...
@@ -111,7 +111,6 @@
\item
Inability to tinker easily (change data, presentation, etc.)
\item
Inability to tinker easily (change data, presentation, etc.)
\item
"The only thing harder to debug than your own code, is somebody else's code"
\footnote
{
Popular wisdom
}
\item
"The only thing harder to debug than your own code, is somebody else's code"
\footnote
{
Popular wisdom
}
\item
Iteration is
\textbf
{
slow
}
: any new version of the code takes 30 seconds to write
\item
Iteration is
\textbf
{
slow
}
: any new version of the code takes 30 seconds to write
\item
Iteration is
\textbf
{
slow
}
: need to copy each iteration to run it
\item
Does not teach you actual coding, but only copy-paste
\item
Does not teach you actual coding, but only copy-paste
\end{itemize}
\end{itemize}
\end{block}
\end{block}
...
...
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