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Add additional concluding slide to first lecture
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munichpavel committed May 23, 2024
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29 changes: 25 additions & 4 deletions README.md
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## Quick-start

* `git clone` the repository and `cd` into the root directory.
* For the exercise Jupyter notebooks
* create a virtual environment (recommended) e.g. with [venv](https://docs.python.org/3/library/venv.html), [conda](https://docs.conda.io/en/latest/) or other.
* install python dependencies with `pip install -r requirements.txt` in a virtual environment. Note: the [fake-data-for-learning package](https://github.com/munichpavel/fake-data-for-learning) has some non-python dependencies; see its [installation instructions](https://github.com/munichpavel/fake-data-for-learning/blob/main/README.md#installation).

### Obtaining the repository

Either

`git clone` the repository

OR

download a zipped-version of this repo from GitHub

then `cd` into the created folder

### Running the workshop notebooks in [noteebooks](notebooks/)

#### Option 1, local installation

* create a virtual environment (recommended) e.g. with [venv](https://docs.python.org/3/library/venv.html), [conda](https://docs.conda.io/en/latest/) or other.
* install python dependencies with `pip install -r requirements.txt` in a virtual environment. Note: the [fake-data-for-learning package](https://github.com/munichpavel/fake-data-for-learning) has some non-python dependencies; see its [installation instructions](https://github.com/munichpavel/fake-data-for-learning/blob/main/README.md#installation).

#### Option 2, Google Colab

Coming soon.

## Workshop topics

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### Latest

* Add concluding slide to introductory presentation
* Remove older version of causal model exercises notebook
* Git ignore common virtual environment folders

### v2024.1.1
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29 changes: 25 additions & 4 deletions slides/intro/ai-risk-and-discrete-geometry.tex
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\huge Artificial Intelligence Does Not Exist
\end{center}

\vspace{0.5\textheight}
\vspace{0.3\textheight}
or so I claimed in the Spring, 2022 Workshop \ldots
\end{frame}

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\end{frame}

\begin{frame}{AI: Where is the crisis?}
\framesubtitle{Concluding thoughts and questions}
{\large Potential risks}
\begin{itemize}
\item Loss of jobs, actual and prospective
\item Climate impact: Do \href{https://english.elpais.com/technology/2024-04-30/why-data-centers-want-to-have-their-own-nuclear-reactors.html}{AI data centers need their own power plants}?
\item The \href{https://www.hhs.gov/about/news/2023/05/03/new-surgeon-general-advisory-raises-alarm-about-devastating-impact-epidemic-loneliness-isolation-united-states.html}{crisis of loneliness}
\end{itemize}

{\large Potential returns}
\begin{itemize}
\item New jobs and companies, e.g. GenAI Risk Manager
\item New solutions to problems
\end{itemize}

{\large Risk management principles}
\begin{itemize}
\item Manage information asymmetry, e.g. \href{https://en.wikipedia.org/wiki/The_Market\_for\_Lemons}{"Market for Lemons"} phenomenon
\item Watch out for confusing metaphors with reality
\end{itemize}

\end{frame}


\begin{frame}
\frametitle{Workshop topics}
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\begin{itemize}
\item For each topic, lecture + tutorial
\item Emphasis on examples with data produced via python package \href{https://munichpavel.github.io/fake-data-for-learning/}{fake-data-for-learning}
\item Light on non-mathematical definitions, thanks to
\item Favor examples over definitions and proofs
\end{itemize}
\centering
\includegraphics[width=0.3\textheight]{graphics/pi_wittgenstein}
\end{frame}

\begin{frame}[allowframebreaks]
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