Yacine Jernite commited on
Commit
d513711
1 Parent(s): b8ad2cd
Files changed (7) hide show
  1. images/hf-logo.png +0 -0
  2. index.html +129 -17
  3. projects.html +149 -0
  4. scripts/main.js +66 -0
  5. styles/style.css +173 -0
  6. team.html +59 -0
  7. topics.html +207 -0
images/hf-logo.png ADDED
index.html CHANGED
@@ -1,19 +1,131 @@
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  <!doctype html>
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- <html>
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- <head>
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- <meta charset="utf-8" />
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- <meta name="viewport" content="width=device-width" />
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- <title>My static Space</title>
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- <link rel="stylesheet" href="style.css" />
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- </head>
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- <body>
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- <div class="card">
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- <h1>Welcome to your static Space!</h1>
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- <p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
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- <p>
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- Also don't forget to check the
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- <a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
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- </p>
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- </div>
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- </body>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  </html>
 
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  <!doctype html>
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+ <html lang="en-US">
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+ <head>
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+ <meta charset="utf-8" />
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+ <meta name="viewport" content="width=device-width" />
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+ <link rel="icon" href="images/hf-logo.png" />
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+ <link rel="stylesheet" href="styles/style.css" />
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+
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+ <title>Machine Learning and Society @ 🤗 </title>
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+
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+ <style>
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+ /* Add CSS styles here */
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+ #vignettes {
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+ display: flex;
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+ }
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+ #itemSidebar {
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+ flex: 0 0 20%;
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+ max-width: 20%;
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+ border: 1px solid rgb(43, 145, 44);
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+ padding-left: 5px;
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+ margin-right: 5px;
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+ }
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+ #itemGallery {
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+ flex: 1;
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+ border: 1px solid rgb(43, 145, 44);
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+ display: grid;
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+ grid-template-columns: repeat(auto-fill, minmax(30%, 1fr));
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+ grid-auto-flow: row; /* This ensures items fill out columns before moving to the next row */
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+ }
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+ .item {
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+ border: 1px solid rgb(43, 145, 44);
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+ background-size: cover;
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+ background-position: center;
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+ height: 200px;
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+ position: relative;
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+ margin: 5px;
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+ }
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+ .item h3 {
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+ position: absolute;
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+ padding: 5px;
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+ text-align: center;
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+ }
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+ .item p {
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+ position: absolute;
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+ bottom: 0;
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+ background-color: #cbf5e1;
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+ margin: 0;
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+ padding: 5px;
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+ text-align: center;
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+ }
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+ </style>
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+
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+ </head>
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+
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+ <body>
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+
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+ <header>
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+ <h1>Machine Learning and Society @ 🤗</h1>
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+ </header>
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+
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+ <nav>
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+ <ul>
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+ <li><a href="index.html">ML&amp;Soc Home</a></li>
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+ <li><a href="projects.html">ML&amp;Soc Projects</a></li>
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+ <li><a href="topics.html">ML&amp;Soc Topics</a></li>
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+ <li><a href="team.html">ML&amp;Soc Team</a></li>
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+ </ul>
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+ </nav>
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+
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+ <main>
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+
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+ <article class="outer">
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+ <div class="inner">
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+ <h2>The Hugging Face Machine Learning &amp; Society Team</h2>
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+
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+ <p>
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+ Our team conducts research at the interaction of the technical and societal
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+ aspects of Machine Learning and "AI" technology, including its social and legal context,
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+ and participates in shaping public policy to foster more transparent, distributed,
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+ and inclusive technology.
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+ </p>
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+
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+ <p>
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+ Some of our recent work to date has included... We work through project such as...
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+ Our approach is primarily collaborative with joing efforts such as...
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+ Our team also regularly contributes to the broader
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+ <a href="https://huggingface.co/society-ethics">Society and Ethics discussions</a>
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+ occurring across
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+ <a href="https://huggingface.co/">Hugging Face</a>.
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+ </p>
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+ </div>
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+
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+ <div class="inner">
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+ <h2>ML &amp; Society Overview 🤗</h2>
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+
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+ <p>
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+ Here's a place for a nice tag-based interactive overview of projects, topics, writing, etc.
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+ </p>
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+
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+ <div id="vignettes">
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+ <div id="itemSidebar">
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+ <h3>Filter by Tags</h3>
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+ <ul id="tagList">
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+ <!-- Tags will be dynamically added here -->
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+ </ul>
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+ <p id="sidebarShowing">Showing resources relevant to:</p>
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+ </div>
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+
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+ <div id="itemGallery">
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+ </div>
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+ </div>
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+
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+ </div>
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+ </article>
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+ </main>
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+
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+ <footer>
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+ <p xmlns:cc="http://creativecommons.org/ns#" xmlns:dct="http://purl.org/dc/terms/">
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+ The content of the <a property="dct:title" rel="cc:attributionURL" href="index.html">🤗 Machine Learning and Society Website</a>
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+ by the <a rel="cc:attributionURL dct:creator" property="cc:attributionName" href="team.html"> HF ML&Society Team</a>
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+ is licensed under
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+ <a href="https://creativecommons.org/licenses/by/4.0/?ref=chooser-v1" target="_blank" rel="license noopener noreferrer" style="display:inline-block;">
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+ CC BY 4.0<img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/cc.svg?ref=chooser-v1" alt="">
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+ <img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/by.svg?ref=chooser-v1" alt="">
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+ </a>
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+ </p>
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+ </footer>
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+
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+ <script src="scripts/main.js"></script>
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+ </body>
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  </html>
projects.html ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ <!doctype html>
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+ <html lang="en-US">
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+ <head>
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+ <meta charset="utf-8" />
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+ <meta name="viewport" content="width=device-width" />
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+ <link rel="icon" href="images/hf-logo.png" />
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+ <link rel="stylesheet" href="styles/style.css" />
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+
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+ <title>Machine Learning and Society @ 🤗 </title>
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+ </head>
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+
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+ <body>
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+
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+ <header>
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+ <h1>Machine Learning and Society @ 🤗</h1>
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+ </header>
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+
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+ <nav>
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+ <ul>
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+ <li><a href="index.html">ML&amp;Soc Home</a></li>
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+ <li><a href="projects.html">ML&amp;Soc Projects</a></li>
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+ <li><a href="topics.html">ML&amp;Soc Topics</a></li>
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+ <li><a href="team.html">ML&amp;Soc Team</a></li>
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+ </ul>
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+ </nav>
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+
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+ <main>
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+ <aside>
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+ <h2>Menu</h2>
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+
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+ <ul>
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+ <li><a href="projects.html#Policy">Policy Writings, Primers, and Responses</a></li>
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+ <li><a href="projects.html#Energy">AI Energy Scores for AI Systems</a></li>
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+ <li><a href="projects.html#Evaluation">Social Impact Evaluations for GenAI</a></li>
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+ <li><a href="projects.html#Data">The Social Lives and Impacts of ML Data</a></li>
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+ <li><a href="projects.html#Legal">Investigating the Regulatory Context of AI</a></li>
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+ </ul>
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+ </aside>
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+
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+ <article>
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+ <h2>Machine Learning &amp; Society ongoing Projects</h2>
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+
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+ <p>
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+ We have several ongoing projects, some team-internal and some in collaboration
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+ with other organizations
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+ </p>
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+
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+ <section>
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+ <h3 id="Policy">Policy Writings, Primers, and Responses</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://huggingface.co/datasets/huggingface/policy-docs">
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+ List of Published Hugging Face Policy Documents
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ Our work on public policy includes answering RFCs and RFIs, as well as...
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+ </p>
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+ </section>
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+
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+ <section>
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+ <h3 id="Energy">AI Energy Scores for AI Systems</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://huggingface.co/EnergyStarAI">
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+ AI Energy Scores Organization on Hugging Face
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ This project led by Dr. Sasha Luccioni in collaboration with...
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+ </p>
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+ </section>
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+
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+ <section>
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+ <h3 id="Evaluation">Social Impact Evaluations for GenAI</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://evaleval.github.io/">
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+ The EvalEval 2024 Workshop on Measuring Broader Impacts of Generative AI
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ Our team co-organizes an ongoing collaborative efforts advancing the state an tooling
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+ for evaluating the social impact of generative AI systems through writing, coalition buildind,
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+ workshop organization, and...
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+ </p>
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+ </section>
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+
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+ <section>
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+ <h3 id="Data">The Social Lives and Impacts of ML Data</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://arxiv.org/abs/2206.03216">
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+ BigScience Data Governance Paper
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ Data rights, valuation of data, and understanding of its social and commercial
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+ dynamics, are at the heart of most of the issues facing AI governance. Our team
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+ works on theoretical and practical (BigCode) data governance projects to...
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+ </p>
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+ </section>
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+
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+ <section>
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+ <h3 id="Legal">Investigating the Regulatory Context of AI</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://docs.google.com/document/d/1L53lgMW44maaavnpGb3unuVtLIbEzxj8DCGpvLdYrtM/">
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+ Legal Hackathon 2024: EU-US Cross-Analysis of Domain Regulation
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ In collaboration with NYU Law School and the Allen Institute for AI, our team organizes yearly
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+ intensive legal research weeks on the regulatory context of AI, focusing in particular on how
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+ existing regulations and protected rights apply to new technological developments.
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+ </p>
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+ </section>
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+
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+ </article>
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+ </main>
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+
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+ <footer>
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+ <p xmlns:cc="http://creativecommons.org/ns#" xmlns:dct="http://purl.org/dc/terms/">
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+ The content of the <a property="dct:title" rel="cc:attributionURL" href="index.html">🤗 Machine Learning and Society Website</a>
140
+ by the <a rel="cc:attributionURL dct:creator" property="cc:attributionName" href="team.html"> HF ML&Society Team</a>
141
+ is licensed under
142
+ <a href="https://creativecommons.org/licenses/by/4.0/?ref=chooser-v1" target="_blank" rel="license noopener noreferrer" style="display:inline-block;">
143
+ CC BY 4.0<img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/cc.svg?ref=chooser-v1" alt="">
144
+ <img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/by.svg?ref=chooser-v1" alt="">
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+ </a>
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+ </p>
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+ </footer>
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+ </body>
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+ </html>
scripts/main.js ADDED
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+ // Sample database of items
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+ const items = [
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+ {
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+ title: 'EvalEval Workshop',
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+ tags: ['privacy', 'bias', 'environment', 'measures', 'society'],
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+ image: 'images/hf-logo.png',
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+ link: 'projects.html#Evaluation',
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+ description: 'The EvalEval workshop is organized by our collaborative Social Impact Evaluation project.'
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+ },
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+ {
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+ title: 'Legal Hackathons',
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+ tags: ['regulation', 'education', 'finance', 'health', 'privacy', 'labor', 'society'],
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+ image: 'images/hf-logo.png',
14
+ link: 'projects.html#Legal',
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+ description: 'The Legal Hackathons produce reports analyzing existing and proposed regulation.'
16
+ },
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+ {
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+ title: 'AI Energy Scores',
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+ tags: ['environment', 'measures', 'society'],
20
+ image: 'images/hf-logo.png',
21
+ link: 'projects.html#Energy',
22
+ description: 'This project works toward standardized reporting of energy costs of AI systems.'
23
+ },
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+ {
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+ title: 'Topic Card: Social Systems',
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+ tags: ['education', 'journalism', 'labor', 'society'],
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+ image: 'images/hf-logo.png',
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+ link: 'topics.html#Systems',
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+ description: 'This topic card on the Impact of AI on Social Systems provides descriptions and resources.'
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+ },
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+ ];
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+
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+ // Populate the tag list in the sidebar
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+ const tagList = document.getElementById('tagList');
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+ const uniqueTags = [...new Set(items.flatMap(item => item.tags))];
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+ uniqueTags.forEach(tag => {
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+ const li = document.createElement('li');
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+ li.textContent = tag;
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+ li.addEventListener('click', () => displayItemsByTag(tag));
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+ tagList.appendChild(li);
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+ });
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+
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+ // Function to display items based on selected tag
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+ function displayItemsByTag(selectedTag) {
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+ const itemContainer = document.getElementById('itemGallery');
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+ itemContainer.innerHTML = '';
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+
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+ const filteredItems = items.filter(item => item.tags.includes(selectedTag));
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+
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+ let itemCount = 0;
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+ filteredItems.forEach(item => {
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+ itemCount = itemCount + 1;
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+ const itemDiv = document.createElement('div');
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+ itemDiv.className = 'item';
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+ itemDiv.id = `item-${itemCount}`;
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+ itemDiv.style.backgroundImage = `url(${item.image})`;
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+ itemDiv.innerHTML = `
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+ <h3>${item.title}</h3>
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+ <p>${item.description}</p>
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+ `;
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+ itemContainer.appendChild(itemDiv);
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+ });
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+
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+ const showing = document.getElementById('sidebarShowing');
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+ showing.textContent = `Showing projects relevant to: ${selectedTag}`
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+ }
styles/style.css ADDED
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+ /* || General setup */
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+
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+ html, body {
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+ margin: 0;
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+ padding: 0;
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+ }
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+
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+ html {
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+ font-size: 10px;
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+ background-color: #aad1ea;
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+ }
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+
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+ body {
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+ width: 70%;
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+ margin: 0 auto;
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+ }
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+
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+ /* || typography */
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+
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+ h1, h2, h3 {
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+ font-family: 'Open Sans Condensed', sans-serif;
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+ color: #2a2a2a;
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+ }
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+
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+ p, input, li {
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+ font-family: 'Open Sans Condensed', sans-serif;
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+ color: #2a2a2a;
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+ }
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+
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+ h1 {
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+ font-size: 4rem;
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+ text-align: center;
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+ color: white;
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+ text-shadow: 2px 2px 10px black;
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+ }
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+
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+ article h2 {
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+ text-align: left;
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+ }
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+
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+ h2 {
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+ font-size: 3rem;
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+ text-align: center;
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+ }
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+
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+ h3 {
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+ font-size: 2.2rem;
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+ }
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+
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+ p, li {
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+ font-size: 1.6rem;
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+ line-height: 1.5;
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+ }
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+
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+ /* || header layout */
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+
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+ nav, article, aside, footer {
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+ background-color: white;
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+ padding: 1%;
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+ }
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+
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+ .outer {
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+ background-color: #cbf5e1;
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+ padding: 5px;
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+ }
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+
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+ .inner {
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+ background-color: white;
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+ margin-bottom: 10px;
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+ }
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+
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+ nav {
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+ height: 50px;
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+ background-color: #67dca5;
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+ display: flex;
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+ margin-bottom: 10px;
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+ }
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+
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+ nav ul {
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+ padding: 0;
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+ list-style-type: none;
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+ flex: 2;
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+ display: flex;
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+ }
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+
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+ nav li {
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+ display: inline;
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+ text-align: center;
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+ flex: 1;
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+ }
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+
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+ nav a {
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+ display: inline-block;
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+ font-size: 2rem;
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+ text-transform: uppercase;
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+ text-decoration: none;
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+ color: black;
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+ }
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+
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+ nav form {
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+ flex: 1;
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+ display: flex;
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+ align-items: center;
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+ height: 100%;
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+ padding: 0 2em;
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+ }
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+
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+ footer {
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+ height: 50px;
110
+ background-color: #67dca5;
111
+ display: flex;
112
+ margin-bottom: 10px;
113
+ }
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+
115
+ /* || main layout */
116
+
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+ main {
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+ display: flex;
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+ }
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+
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+ article {
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+ flex: 4;
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+ margin-left: 5px;
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+ }
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+
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+ aside {
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+ float: left;
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+ flex: 1;
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+ /* margin-left: 10px; */
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+ background-color: #67dca5;
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+ }
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+
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+ aside ul {
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+ list-style-type: none;
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+ padding-left: 0px;
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+ }
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+
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+ aside li {
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+ padding-bottom: 10px;
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+ border: 1px solid rgb(43, 145, 44);
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+ }
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+
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+ footer {
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+ margin-top: 10px;
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+ }
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+
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+ /* Previous css */
148
+ /*
149
+ html {
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+ background-color: rgb(201, 239, 201);
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+ font-size: 20px;
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+ }
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+
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+ ul {
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+ background: red;
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+ padding: 10px;
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+ border: 1px solid black;
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+ }
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+
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+ li {
161
+ margin-left: 15px;
162
+ background: rgb(182, 139, 173);
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+ border: 1px solid rgb(43, 145, 44);
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+ }
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+
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+ h1, h2 {
167
+ color: purple;
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+ }
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+
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+ p {
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+ color: rgb(140, 62, 149);
172
+ } */
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+
team.html ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <!doctype html>
2
+ <html lang="en-US">
3
+ <head>
4
+ <meta charset="utf-8" />
5
+ <meta name="viewport" content="width=device-width" />
6
+ <link rel="icon" href="images/hf-logo.png" />
7
+ <link rel="stylesheet" href="styles/style.css" />
8
+
9
+ <title>Machine Learning and Society @ 🤗 </title>
10
+ </head>
11
+
12
+ <body>
13
+ <header>
14
+ <h1>Machine Learning and Society @ 🤗</h1>
15
+ </header>
16
+
17
+ <nav>
18
+ <ul>
19
+ <li><a href="index.html">ML&amp;Soc Home</a></li>
20
+ <li><a href="projects.html">ML&amp;Soc Projects</a></li>
21
+ <li><a href="topics.html">ML&amp;Soc Topics</a></li>
22
+ <li><a href="team.html">ML&amp;Soc Team</a></li>
23
+ </ul>
24
+ </nav>
25
+
26
+ <main>
27
+ <article class="outer">
28
+ <div class="inner">
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+ <h2>Machine Learning &amp; Society Team Members</h2>
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+
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+ <p>
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+ Add a profile picture, title, main 1-2 projects/areas, and short bio for
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+ each team member. TODO - figure out vignette format.
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+ </p>
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+ </div>
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+
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+ <div class="inner">
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+ <h2>ML &amp; Society Press and Accolades</h2>
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+
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+ <p>
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+ A good place to showcase awards and press coverage centered on team members.
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+ </p>
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+ </div>
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+ </article>
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+ </main>
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+
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+ <footer>
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+ <p xmlns:cc="http://creativecommons.org/ns#" xmlns:dct="http://purl.org/dc/terms/">
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+ The content of the <a property="dct:title" rel="cc:attributionURL" href="index.html">🤗 Machine Learning and Society Website</a>
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+ by the <a rel="cc:attributionURL dct:creator" property="cc:attributionName" href="team.html"> HF ML&Society Team</a>
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+ is licensed under
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+ <a href="https://creativecommons.org/licenses/by/4.0/?ref=chooser-v1" target="_blank" rel="license noopener noreferrer" style="display:inline-block;">
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+ CC BY 4.0<img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/cc.svg?ref=chooser-v1" alt="">
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+ <img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/by.svg?ref=chooser-v1" alt="">
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+ </a>
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+ </p>
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+ </footer>
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+ </body>
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+ </html>
topics.html ADDED
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+ <!doctype html>
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+ <html lang="en-US">
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+ <head>
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+ <meta charset="utf-8" />
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+ <meta name="viewport" content="width=device-width" />
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+ <link rel="icon" href="images/hf-logo.png" />
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+ <link rel="stylesheet" href="styles/style.css" />
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+
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+ <title>Machine Learning and Society @ 🤗 </title>
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+ </head>
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+
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+ <body>
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+ <header>
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+ <h1>Machine Learning and Society @ 🤗</h1>
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+ </header>
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+
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+ <nav>
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+ <ul>
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+ <li><a href="index.html">ML&amp;Soc Home</a></li>
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+ <li><a href="projects.html">ML&amp;Soc Projects</a></li>
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+ <li><a href="topics.html">ML&amp;Soc Topics</a></li>
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+ <li><a href="team.html">ML&amp;Soc Team</a></li>
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+ </ul>
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+ </nav>
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+
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+ <main>
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+ <aside>
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+ <h2>Menu</h2>
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+
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+ <ul>
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+ <li><a href="topics.html#Understanding">Understanding: Openness and the Science of AI</a></li>
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+ <li><a href="topics.html#Developing">Developing: Openness, Business, and Competition</a></li>
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+ <li><a href="topics.html#Deciding">Deciding: Openness, Transparency, Democratic Control over AI</a></li>
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+ <li><a href="topics.html#Shaping">Shaping: Governing how AI Systems are Created, Shared, and Used</a></li>
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+ <li><a href="topics.html#Systems">Safeguarding Systems: Impact of AI on Social Systems</a></li>
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+ <li><a href="topics.html#Persons">Safeguarding Persons: Impact of AI on Individuals' Rights and Interests</a></li>
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+ <li><a href="topics.html#Sustaining">Sustaining: Environmental Costs and Impact of AI</a></li>
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+ <li><a href="topics.html#Discussing">Discussing: International Dynamics and Geopolitics</a></li>
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+ </ul>
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+ </aside>
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+
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+ <article>
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+ <h2>Machine Learning &amp; Society Topic Cards</h2>
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+
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+ <p>
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+ The interaction between Machine Learning-based systems and their social context
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+ can be examined through the lens of different inter-related topics. In our work,
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+ we have found the following 8 topics to constitute a helpful way to organize resources:
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+ </p>
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+
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+ <ul>
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+ <li>
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+ <a href="https://docs.google.com/document/d/102swvvpxj0K3nf0cNkmtIMg5CAD4yl_IO-ko75Uwc7Y/">
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+ ML and Society Topic Cards Overview Document
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <section>
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+ <h3 id="Understanding">Understanding: Openness and the Science of AI</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://docs.google.com/document/d/1D2KA3CKcuKOc9mOMRKjucYrYBREx30z9xuKUGSgQUEE/">
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+ Understanding: Openness and the Science of AI
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ As AI is becoming ever more ubiquitous, increasingly more builders and affected
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+ stakeholders need to understand how it works, what it can and cannot do, what trade-offs
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+ are involved in developing the technology, and how it can be leveraged or improved in
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+ particular contexts. This requires sufficient visibility and a thriving research ecosystem
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+ that is inclusive of perspectives outside of those of the developers working within the
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+ very best-resourced companies.
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+ </p>
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+
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+ <p>
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+ Making informed decisions about AI systems requires understanding how the technology works,
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+ what development choices are available to meet certain goals, and how they trade off different
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+ priorities. Approaching AI as a science means upholding scientific integrity, which includes
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+ reproducibility, verifiability, and increasing the breadth of people who can use the technology
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+ and contribute to scientific development.
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+ </p>
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+ </section>
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+
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+ <section>
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+ <h3 id="Developing">Developing: Openness, Business, and Competition</h3>
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+
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+ <ul>
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+ <li>
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+ <a href="https://docs.google.com/document/d/17ksxEVyBcRGL6e6da4OPbjRxuCT5iEx5Ih67bj1Fc_w/">
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+ Developing: Openness, Business, and Competition
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+ </a>
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+ </li>
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+ </ul>
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+
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+ <p>
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+ “AI” and Machine Learning systems are already ubiquitous, deployed in social
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+ media and all kinds of digital services. AI can be compared to “Software 2.0” -
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+ AI literacy is becoming part of the basic set of skills to build any kind of
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+ technology. Relying exclusively on AI systems that are developed and served by a
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+ handful of companies would have strong negative impacts on innovation and competition.
105
+ </p>
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+
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+ <p>
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+ Having access to data is a significant competitive bottleneck, including: data about
109
+ how people are using AI systems - data about what AI systems are better or worse out -
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+ use data and feedback from users - proprietary data to fine-tune models - internal databases
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+ for RAG-like techniques. Sending all of that data to a few companies further centralizes
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+ their role in adapting new technology. In addition to enabling anti-competitive practices,
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+ this also limits the breadth of technology that can be developed - better to have smaller
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+ companies work on their own hundreds of thousands of use cases than to have central entities
115
+ decide what is worth deploying and providing a “just OK” unique solution for everything.
116
+ </p>
117
+ </section>
118
+
119
+ <section>
120
+ <h3 id="Deciding">Deciding: Openness, Transparency, Democratic Control over AI</h3>
121
+
122
+ <ul>
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+ <li>
124
+ <a href="https://docs.google.com/document/d/1PLNuZcal1z2tPbohhXEAoJAGr_GWbT0wkpulDtIJR6s/">
125
+ Deciding: Openness, Transparency, Democratic Control over AI
126
+ </a>
127
+ </li>
128
+ </ul>
129
+ </section>
130
+
131
+ <section>
132
+ <h3 id="Shaping">Shaping: Governing how AI Systems are Created, Shared, and Used</h3>
133
+
134
+ <ul>
135
+ <li>
136
+ <a href="https://docs.google.com/document/d/151vybUB-JMkMafAjXmw7pRcbbuWnJw3RtcAI4zsEcVk/">
137
+ Shaping: Governing how AI Systems are Created, Shared, and Used
138
+ </a>
139
+ </li>
140
+ </ul>
141
+ </section>
142
+
143
+ <section>
144
+ <h3 id="Systems">Safeguarding Systems: Impact of AI on Social Systems</h3>
145
+
146
+ <ul>
147
+ <li>
148
+ <a href="https://docs.google.com/document/d/1zhbaCZT8QDFHjhIlrnE-XObbXN8ZUMLhzrZYMFxBqFc/">
149
+ Safeguarding Systems: Impact of AI on Social Systems
150
+ </a>
151
+ </li>
152
+ </ul>
153
+ </section>
154
+
155
+ <section>
156
+ <h3 id="Persons">Safeguarding Persons: Impact of AI on Individuals' Rights and Interests</h3>
157
+
158
+ <ul>
159
+ <li>
160
+ <a href="https://docs.google.com/document/d/18DsFYeaoWcK8VOkl77E9AgdHA7vhyiqUhSmGm-vnIEE/">
161
+ Safeguarding Persons: Impact of AI on Individuals' Rights and Interests
162
+ </a>
163
+ </li>
164
+ </ul>
165
+ </section>
166
+
167
+ <section>
168
+ <h3 id="Sustaining">Sustaining: Environmental Costs and Impact of AI</h3>
169
+
170
+ <ul>
171
+ <li>
172
+ <a href="https://docs.google.com/document/d/1fgi2NEb4glP8QGansroHmL9BZJ6Ja8zQKWQY4STRQ3k/">
173
+ Sustaining: Environmental Costs and Impact of AI
174
+ </a>
175
+ </li>
176
+ </ul>
177
+ </section>
178
+
179
+ <section>
180
+ <h3 id="Discussing">Discussing: International Dynamics and Geopolitics</h3>
181
+
182
+ <ul>
183
+ <li>
184
+ <a href="https://docs.google.com/document/d/1BKXCx72vvdGAAzD6VGbPPBiA6AYdEHwDTwW07WBP084/">
185
+ Discussing: International Dynamics and Geopolitics
186
+ </a>
187
+ </li>
188
+ </ul>
189
+ </section>
190
+
191
+
192
+ </article>
193
+ </main>
194
+
195
+ <footer>
196
+ <p xmlns:cc="http://creativecommons.org/ns#" xmlns:dct="http://purl.org/dc/terms/">
197
+ The content of the <a property="dct:title" rel="cc:attributionURL" href="index.html">🤗 Machine Learning and Society Website</a>
198
+ by the <a rel="cc:attributionURL dct:creator" property="cc:attributionName" href="team.html"> HF ML&Society Team</a>
199
+ is licensed under
200
+ <a href="https://creativecommons.org/licenses/by/4.0/?ref=chooser-v1" target="_blank" rel="license noopener noreferrer" style="display:inline-block;">
201
+ CC BY 4.0<img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/cc.svg?ref=chooser-v1" alt="">
202
+ <img style="height:22px!important;margin-left:3px;vertical-align:text-bottom;" src="https://mirrors.creativecommons.org/presskit/icons/by.svg?ref=chooser-v1" alt="">
203
+ </a>
204
+ </p>
205
+ </footer>
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+ </body>
207
+ </html>