diff --git a/slides/00-hello.reveal.js b/slides/00-hello.reveal.js
deleted file mode 100644
index a1436a0..0000000
--- a/slides/00-hello.reveal.js
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-import Reveal from 'reveal.js';
-import Markdown from 'reveal.js/plugin/markdown/markdown.esm.js';
-
-let deck = new Reveal({
- plugins: [ Markdown ]
-})
-deck.initialize();
\ No newline at end of file
diff --git a/slides/01-intro.marp.md b/slides/01-intro.marp.md
index bbc083e..9e508cc 100644
--- a/slides/01-intro.marp.md
+++ b/slides/01-intro.marp.md
@@ -11,10 +11,17 @@ paginate: true
ROBOTS ARE UPRISING. WHAT SIDE ARE YOU ON?
+
+
+
---
+
### On va parler de
# Machine Learning
+
---
@@ -23,18 +30,18 @@ ROBOTS ARE UPRISING. WHAT SIDE ARE YOU ON?
$$ I_{xx}=\int\int_Ry^2f(x,y)\cdot{}dydx $$
-
+
#### (Le moins possible)
-
+
---
## Ni comme ça
-
+
+
-
###### - [the Fallacy of generalization from Fictional evidence](https://www.lesswrong.com/posts/rHBdcHGLJ7KvLJQPk/the-logical-fallacy-of-generalization-from-fictional)
---
@@ -50,7 +57,10 @@ $$ I_{xx}=\int\int_Ry^2f(x,y)\cdot{}dydx $$
## On va parler des derniers succès
#### - [Meta AI Research: CICERO](https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/)
-
+
---
@@ -71,16 +81,23 @@ $$ I_{xx}=\int\int_Ry^2f(x,y)\cdot{}dydx $$
---
+
+
+
+
+
+
+##### - [The Illustrated Stable Diffusion by Jay Alamar](https://jalammar.github.io/illustrated-stable-diffusion/)
-### Comment le ML peut raconter des histoires
+---
+### Comment les modèles... peuvent raconter des histoires
-##### - [fixme ai dungeon](https://openai.com/blog/jukebox/)
+##### - [AI Dungeon 2](https://aidungeon.cc/)
-
+
----
-
-### Comment elles nous comprennent
+### Comment ils nous comprennent
##### - [OpenAI Jukebox: a neural net that generates music, including rudimentary singing](https://openai.com/blog/jukebox/)
@@ -88,15 +105,18 @@ $$ I_{xx}=\int\int_Ry^2f(x,y)\cdot{}dydx $$
----
-
## Comment vous pourriez les comprendre
+
+
+
---
-
## Et comment leur faire faire ce que vous voulez
+
+
+
---
-
---
+#### Des connaissances
+## &
+#### Des compétences
+
+
+---
+#### Ce que vous saurez
+
+---
+###### (Et ce que vous saurez... que vous ne savez pas)
+
+
+---
+#### Ce que vous saurez faire
+
+
+---
+# Prêts ?
+---
# Les bases
+---
## C'est quoi apprendre ?
+---
Le par-coeur, un problème ?
+
+---
Guessing the teachers password
+
+---
Learning to forget
+
+---
Comment je sais ce que je sais pas ?
-## Failures of ML
+---
+# Failures of ML
+
+---
MIT COVID FAILS
+
+---
Gaming the game: IAs flemmardes
+
+---
Short-term goals vs long-term goals
+
+---
Dangerous goals : Paperclip maximizer?
-## C'est quoi du ML ?
+
+---
+# C'est quoi du ML ?
+
+---
Un thermostat ?
+
+---
Sacs de ifs
+
+---
Amazon mechanical turk
+
+---
Elisa? Turing test ?
+
+---
Akinator ?
+
+---
Quelles limites aux possibilités du ML ?
+
+---
Andrew ng's quote on limits
+
+---
## Formalisme: features
+
+---
## métriques
-Supervisé ou non
+---
+Precision
+
+---
+Rappel (Recall)
+
+---
+Supervisé ou non
+---
## Pionniers & Penseurs
+---
### Turing
+---
### Dartmouth
+---
### Summer
+---
### Yann LeCun
+---
### Andrew Ng
+---
### Yudkowsky
-
-###
+---
## Adversarial perturbations
diff --git a/slides/01-intro.reveal.md b/slides/01-intro.reveal.md
deleted file mode 100644
index 39652e4..0000000
--- a/slides/01-intro.reveal.md
+++ /dev/null
@@ -1,749 +0,0 @@
----
-theme : "night"
-transition: "slide"
-highlightTheme: "monokai"
-logoImg: "logo.png"
-slideNumber: false
-title: "VSCode Reveal intro"
----
-
-::: block
-*here be dragons* {style=background:red;width:500px}
-:::
-
----
-
-// @[vine](etVpwB7uHlw)
-
----
-
-### Solar System Exploration, 1950s – 1960s
-
-- [ ] Mercury
-- [x] Venus
-- [x] Earth (Orbit/Moon)
-- [x] Mars
-- [ ] Jupiter
-- [ ] Saturn
-- [ ] Uranus
-- [ ] Neptune
-- [ ] Comet Haley
-
----
-
-# some Table
-
-| | Grouping ||
-First Header | Second Header | Third Header |
- ------------ | :-----------: | -----------: |
-Content | *Long Cell* ||
-Content | **Cell** | Cell |
-
-New section | More | Data |
-And more | With an escaped '\\|' ||
-[Prototype table]
-
---
-
-First header | Second header
--------------|---------------
-List: | More \
-- over | data \
-- several | \
-- lines |
-
---
-
-First header | Second header
--------------|---------------
-Merged | Cell 1
-^^ | Cell 2
-^^ | Cell 3
-
---
-
-
-
----
-
-
-sequenceDiagram
- participant Alice
- participant Bob
- Alice->>John: Hello John, how are you?
- loop Healthcheck
- John->>John: Fight against hypochondria
- end
- Note right of John: Rational thoughts prevail!
- John-->>Alice: Great!
- John->>Bob: How about you?
- Bob-->>John: Jolly good!
-
-
----
-
-
-graph LR;
- A(AAAA)==> B(B node);
- B==> C(SEE SEE);
-
- class A diag-a-styles;
- class B diag-b-styles
- class C diag-c-styles;
-
-
----
-
-# vscode-reveal
-
- Awesome VS code extension using The HTML Presentation Framework Revealjs
-
-Created by [Vincent B.](https://www.evilznet.com) / [@Evilznet](https://twitter.com/Evilznet)
-
----
-
-## Hello There
-
-reveal.js enables you to create beautiful interactive slide decks using HTML. This presentation will show you examples of what it can do.
-
----
-
-## Vertical Slides
-
-Slides can be nested inside of each other.
-
-Use the _Space_ key to navigate through all slides.
-
-
-
-
-
---
-
-## Basement Level 1
-
-Nested slides are useful for adding additional detail underneath a high level horizontal slide.
-
---
-
-## Basement Level 2
-
-That's it, time to go back up.
-
-
-
-
-
----
-
-## Point of View
-
-Press **ESC** to enter the slide overview.
-
-Hold down alt and click on any element to zoom in on it using [zoom.js](http://lab.hakim.se/zoom-js). Alt + click anywhere to zoom back out.
-
-> Use ctrl + click in Linux
-
----
-
-## Touch Optimized
-
-Presentations look great on touch devices, like mobile phones and tablets. Simply swipe through your slides.
-
----
-
-## Markdown support
-
-```
- ## Markdown support
-
- Write content using inline or external Markdown.
- Instructions and more info available in the
- [readme](https://github.com/hakimel/reveal.js#markdown).
-```
-
----
-
-## Fragments
-
-Hit the next arrow...
-
-... to step through ...
-... afragmentedslide.
-
-Note:
-This slide has fragments which are also stepped through in the notes window.
-
---
-
-## Fragment Styles
-
-There's different types of fragments, like:
-
-grow {.fragment .grow}
-
-shrink {.fragment .shrink}
-
-fade-out {.fragment .fade-out}
-
-fade-right{.fragment .fade-right}
-
-fade-up{.fragment .fade-up}
-
-fade-down{.fragment .fade-down}
-
-fade-left{.fragment .fade-left}
-
---
-
-## Fragment Styles
-
-fade-in-then-out{.fragment .fade-in-then-out}
-
-fade-in-then-semi-out {.fragment .fade-in-then-semi-out"}
-
-current-visible {.fragment .current-visible}
-
-Highlight **red**{.fragment .highlight-red} **blue**{.fragment .highlight-blue} **green**{.fragment .highlight-green}
-
----
-
-## Transition Styles
-
-You can select from different transitions, like:
-[None](?transition=none#/transitions) - [Fade](?transition=fade#/transitions) - [Slide](?transition=slide#/transitions) - [Convex](?transition=convex#/transitions) - [Concave](?transition=concave#/transitions) - [Zoom](?transition=zoom#/transitions)
-
----
-
-## Themes
-
-reveal.js comes with a few themes built in:
-Black (default) -
-White -
-League -
-Sky -
-Beige -
-Simple
-Serif -
-Blood -
-Night -
-Moon -
-Solarized
-
----
-
-
-## Slide Backgrounds
-
-Set `data-background="#dddddd"` on a slide to change the background color. All CSS color formats are supported.
-
-[](#){.navigate-down}
-
-
---
-
-
-
-## Image Backgrounds
-
-```markdown
-
-```
-
---
-
-
-
-## TILED BACKGROUNDS
-
-```markdown
-
-```
-
---
-
-
-
-## Video Backgrounds
-
-```markdown
-
-```
-
---
-
-
-
-## ... and GIFs!
-
-```markdown
-
-```
-
----
-
-
-
-## Background Transitions
-
-Different background transitions are available via the backgroundTransition option. This one's called "zoom".
-
----
-
-
-
-## Background Transitions
-
-You can override background transitions per-slide.
-
----
-
-## Pretty Code
-
-```js
-function linkify( selector ) {
- if( supports3DTransforms ) {
-
- var nodes = document.querySelectorAll( selector );
-
- for( var i = 0, len = nodes.length; i < len; i++ ) {
- var node = nodes[i];
-
- if( !node.className ) {
- node.className += ' roll';
- }
- }
- }
-}
-```
-
-Code syntax highlighting courtesy of [highlight.js](http://softwaremaniacs.org/soft/highlight/en/description/).
-
----
-
-## Marvelous List
-
-* No order here
-* Or here
-* Or here
-* Or here
-
----
-
-## Fantastic Ordered List
-
-1. One is smaller than...
-2. Two is smaller than...
-3. Three!
-
----
-
-## Tabular Tables
-
-| Tables | Are | Cool |
-|-------------|:-----------:|----:|
-| col 3 is | right-aligned | $1600 |
-| col 2 is | centered | $12 |
-| zebra stripes | are neat | $1 |
-
----
-
-{.slide id="ClevQuot"}
-## Clever Quotes
-
-These guys come in two forms, inline: "The nice thing about standards is that there are so many to choose from" and block:
-
-> "For years there has been a theory that millions of monkeys typing at random on millions of typewriters would reproduce the entire works of Shakespeare. The Internet has proven this theory to be untrue."
-
----
-
-## Intergalactic Interconnections
-
-You can link between slides internally, [like this](#/2/3).
-
-Link to slides by an ID, e.g., [Clever Quotes](#ClevQuot).
-However, you must have set the ID at the destination slide using:
-`{.slide id="UniqueID"}`
-
----
-
-## Speaker View
-
-There's a [speaker view](https://github.com/hakimel/reveal.js#speaker-notes). It includes a timer, preview of the upcoming slide as well as your speaker notes.
-
-Press the _S_ key to try it out.
-
-
-
----
-
-## Export to PDF
-
-Presentations can be [exported to PDF](https://github.com/hakimel/reveal.js#pdf-export), here's an example:
-
-
-
----
-
-## Global State
-
-Set `data-state="something"` on a slide and `"something"` will be added as a class to the document element when the slide is open. This lets you apply broader style changes, like switching the page background.
-
----
-
-
-
-## State Events
-
-Additionally custom events can be triggered on a per slide basis by binding to the `data-state` name.
-```js
-Reveal.addEventListener( 'customevent', function() {
- console.log( '"customevent" has fired' );
-} );
-```
-
----
-
-## Take a Moment
-
-Press B or . on your keyboard to pause the presentation. This is helpful when you're on stage and want to take distracting slides off the screen.
-
----
-
-## Much more
-
-* Right-to-left support
-* [Extensive JavaScript API](https://github.com/hakimel/reveal.js#api)
-* [Auto-progression](https://github.com/hakimel/reveal.js#auto-sliding)
-* [Parallax backgrounds](https://github.com/hakimel/reveal.js#parallax-background)
-* [Custom keyboard bindings](https://github.com/hakimel/reveal.js#keyboard-bindings)
-
----
-
-## Plugins
-
---
-
-## search
-
-Handles finding a text string anywhere in the slides and showing the next occurrence to the user by navigatating to that slide and highlighting it.
-
-**Shortcut : `CTRL + SHIFT + F`**
-
-
---
-
-## Zoom
-
-Zoom anywhere on your presentation
-
-**Shortcut : `alt + click`: Zoom in. Repeat to zoom back out.**
-
---
-
-## Notes
-
-Add note to speaker view.
-
-Default markdown syntaxe is
-
-```text
-note: a custom note here
-```
-
---
-
-## Chalkboard
-
-Have you ever missed the traditional classroom experience where you can quickly sketch something on a chalkboard?
-
-Just press 'b' or click on the pencil button to open and close your chalkboard.
-
---
-
-## Chalkboard
-
-- Click the `left mouse button` to write on the chalkboard
-- Click the `right mouse button` to wipe the chalkboard
-- Click the `DEL` key to clear the chalkboard
-
---
-
-## MAKE NOTES ON SLIDES
-
-Did you notice the button?
-
-By pressing 'c' or clicking the button you can start and stop the notes taking mode allowing you to write comments and notes directly on the slide.
-
---
-
-## Chart
-
-Add chart from simple string
-
---
-
-### Line chart from JSON string
-
-
---
-
-### Line chart with CSV data and JSON configuration
-
-
-
---
-
-### Bar chart with CSV data
-
-
-
---
-
-
-### Stacked bar chart from CSV file with JSON configuration
-
-
-
-
---
-
-### Pie chart
-
-
-
---
-
-## EMBEDDING A TWEET
-To embed a tweet, simply determine its URL and include the following code in your slides:
-
-```html
-
-```
-
---
-
-
-
---
-
-## menu
-
-A SLIDEOUT MENU FOR NAVIGATING REVEAL.JS PRESENTATIONS
-
---
-
-See the in the corner?
-
-Click it and the menu will open from the side.
-
-Click anywhere on the slide to return to the presentation,
-or use the close button in the menu.
-
---
-
-If you don't like the menu button,
-you can use the slide number instead.
-
-Go on, give it a go.
-
-The menu button can be hidden using the options,
-but you need to enable the slide number link.
-
---
-
-Or you can open the menu by pressing the m key.
-
-You can navigate the menu with the keyboard as well.
-Just use the arrow keys and or to change slides.
-
-You can disable the keyboard for the
-menu in the options if you wish.
-
---
-
-## LEFT OR RIGHT
-You can configure the menu to slide in from the left or right
-
---
-
-### MARKERS
-The slide markers in the menu can be useful to show
-you the progress through the presentation.
-
-You can hide them if you want.
-
-You can also show/hide slide numbers.
-
---
-
-### SLIDE TITLES
-The menu uses the first heading to label each slide
-but you can specify another label if you want.
-
-Use a data-menu-title attribute in the section element to give the slide a custom label, or add a menu-title class to any element in the slide you wish.
-
-You can change the titleSelector option and use
-any elements you like as the default for labelling each slide.
-
---
-
-## MathSVG
-
-An extension of the math.js plugin allowing to render LaTeX in SVG.
-
---
-
-### The Lorenz Equations
-
-
-\[\begin{aligned}
-\dot{x} & = \sigma(y-x) \\
-\dot{y} & = \rho x - y - xz \\
-\dot{z} & = -\beta z + xy
-\end{aligned} \]
-
-
---
-
-### The Cauchy-Schwarz Inequality
-
-
-
---
-
-### Custom footer
-
-Includes a footer in all the slides of a Reveal.js presentation (with optional exclusion of some slides) that will show the title of the presentation.
-
-
-
---
-
-## code-focus
-
-A plugin that allows focusing on specific lines of code blocks.
-
---
-
-### Code Focus Demo
-
-
-```html
-
-
- // Useless comment.
- alert('hi');
-
-
- This focuses on the comment.
-
-
- Another fragment.
-
-
-```
-
-This section is a slide. {.fragment .current-only data-code-focus=1-12}
-
-This will be highlighted by `highlight.js`. {.fragment .current-only data-code-focus=2-5}
-
-This fragment focuses on the first line. {.fragment .current-only data-code-focus=6-8}
-
-This fragment focuses on lines 1 and 2. {.fragment .current-only data-code-focus=9-11}
-
-See the next slide for a demo with the contents of this code block. {.fragment .current-only data-code-focus=1-12}
-
----
-
-
-# THE END
-
-- [Try the online editor](http://slides.com)
-- [Source code & documentation](https://github.com/hakimel/reveal.js)
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