{"id":16671,"date":"2016-06-13T05:00:04","date_gmt":"2016-06-13T04:00:04","guid":{"rendered":"https:\/\/lyonelkaufmann.ch\/Blog\/?p=16671"},"modified":"2016-06-13T05:56:53","modified_gmt":"2016-06-13T04:56:53","slug":"les-algorithmes-peuvent-creuser-les-inegalites-et-saper-la-democratie-rue89","status":"publish","type":"post","link":"https:\/\/lyonelkaufmann.ch\/Blog\/2016\/06\/13\/les-algorithmes-peuvent-creuser-les-inegalites-et-saper-la-democratie-rue89\/","title":{"rendered":"\u00ab&nbsp;Les algorithmes peuvent creuser les in\u00e9galit\u00e9s et saper la d\u00e9mocratie&nbsp;\u00bb &#8211; Rue89"},"content":{"rendered":"<p><strong>La math\u00e9maticienne am\u00e9ricaine Cathy O\u2019Neil nous met en garde contre les dangers de certains algorithmes, aux impacts destructeurs dans la justice, l\u2019\u00e9ducation, l\u2019acc\u00e8s \u00e0 l\u2019emploi ou au cr\u00e9dit.<\/strong><\/p>\n<p>Cathy O\u2019Neil n\u2019est pas un \u00ab data scientiste \u00bb comme les autres. C\u2019est une femme, aux cheveux bleus, et surtout, elle se d\u00e9finit elle-m\u00eame comme \u00ab data sceptique \u00bb.<\/p>\n<p>Cette docteur en maths de la tr\u00e8s prestigieuse universit\u00e9 Harvard aux Etats-Unis tire la sonnette d\u2019alarme contre certains algorithmes opaques et discriminatoires dans un livre \u00e0 para\u00eetre en septembre, \u00ab Weapons of math destruction \u00bb (math au lieu de mass, vous aurez compris), que l\u2019on pourrait traduire par \u00ab Armes de destruction matheuses \u00bb. Elle y raconte \u00ab comment le big data augmente les in\u00e9galit\u00e9s et menace la d\u00e9mocratie \u00bb.<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"16670\" data-permalink=\"https:\/\/lyonelkaufmann.ch\/Blog\/2016\/06\/13\/les-algorithmes-peuvent-creuser-les-inegalites-et-saper-la-democratie-rue89\/image-13-06-16-06-52-png\/\" data-orig-file=\"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?fit=272%2C404&amp;ssl=1\" data-orig-size=\"272,404\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?fit=272%2C404&amp;ssl=1\" class=\"alignnone size-full wp-image-16670\" src=\"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?resize=272%2C404&#038;ssl=1\" width=\"272\" height=\"404\" srcset=\"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?w=272&amp;ssl=1 272w, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?resize=202%2C300&amp;ssl=1 202w\" sizes=\"auto, (max-width: 272px) 100vw, 272px\" \/><\/p>\n<p>Couverture du livre \u00e0 para\u00eetre en septembre &#8211; Crown Penguin Random House<\/p>\n<p>L&rsquo;entretien de Rue89 : <a href=\"http:\/\/rue89.nouvelobs.com\/2016\/06\/12\/les-algorithmes-peuvent-creuser-les-inegalites-saper-democratie-264275\">\u00ab\u00a0Les algorithmes peuvent creuser les in\u00e9galit\u00e9s et saper la d\u00e9mocratie\u00a0\u00bb &#8211; Rue89 <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>La math\u00e9maticienne am\u00e9ricaine Cathy O\u2019Neil nous met en garde contre les dangers de certains algorithmes, aux impacts destructeurs dans la justice, l\u2019\u00e9ducation, l\u2019acc\u00e8s \u00e0 l\u2019emploi ou au cr\u00e9dit. Cathy O\u2019Neil n\u2019est pas un \u00ab data scientiste \u00bb comme les autres. C\u2019est une femme, aux cheveux bleus, et surtout, elle se d\u00e9finit elle-m\u00eame comme \u00ab data [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":16670,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"activitypub_content_warning":"","activitypub_content_visibility":"","activitypub_max_image_attachments":3,"activitypub_interaction_policy_quote":"anyone","activitypub_status":"","footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"fullscreen","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[3,1117],"tags":[],"class_list":{"0":"post-16671","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-blogcafe-2","8":"category-politis","9":"entry"},"jetpack_publicize_connections":[],"featured_image_src":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?resize=272%2C400&ssl=1","featured_image_src_square":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?resize=272%2C404&ssl=1","author_info":{"display_name":"Lyonel Kaufmann","author_link":"https:\/\/lyonelkaufmann.ch\/Blog\/author\/lyonelk\/"},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/06\/Image-13.06.16-06-52.png?fit=272%2C404&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1qtF4-4kT","jetpack-related-posts":[{"id":27083,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2025\/06\/06\/ia-intelligence-austeritaire-dans-les-algorithmes\/","url_meta":{"origin":16671,"position":0},"title":"IA : intelligence aust\u00e9ritaire | Dans les algorithmes","author":"Lyonel Kaufmann","date":"6 juin 2025","format":false,"excerpt":"Aux Etats-Unis, la collusion entre les g\u00e9ants de la tech et l\u2019administration Trump vise \u00e0 \u201cutiliser l\u2019IA pour imposer des politiques d\u2019aust\u00e9rit\u00e9 et cr\u00e9er une instabilit\u00e9 permanente par des d\u00e9cisions qui privent le public des ressources n\u00e9cessaires \u00e0 une participation significative \u00e0 la d\u00e9mocratie\u201d, explique l\u2019avocat Kevin De Liban \u00e0\u2026","rel":"","context":"Dans &quot;politis&quot;","block_context":{"text":"politis","link":"https:\/\/lyonelkaufmann.ch\/Blog\/category\/politis\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":20021,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2019\/02\/25\/un-robot-dans-la-robe-des-juges-binaire\/","url_meta":{"origin":16671,"position":1},"title":"Un robot dans la robe des juges | binaire","author":"Lyonel Kaufmann","date":"25 f\u00e9vrier 2019","format":false,"excerpt":"Les algorithmes ex\u00e9cut\u00e9s par des ordinateurs sont entr\u00e9s dans nos vies : ils nous conseillent des films, nous proposent des chemins pour nous rendre \u00e0 notre prochain rendez-vous\u2026 Bient\u00f4t, ils conduiront nos voitures ou nous permettront de rester chez nous dans notre quatri\u00e8me \u00e2ge. En prenant autant d\u2019importance, ils soul\u00e8vent\u2026","rel":"","context":"Dans &quot;Blogcaf\u00e9&quot;","block_context":{"text":"Blogcaf\u00e9","link":"https:\/\/lyonelkaufmann.ch\/Blog\/category\/blogcafe-2\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6275,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2012\/10\/15\/la-revolution-francaise-dalbert-mathiez-revolution-francaise\/","url_meta":{"origin":16671,"position":2},"title":"La R\u00e9volution fran\u00e7aise d&rsquo;Albert Mathiez &#8211; R\u00e9volution Fran\u00e7aise","author":"Lyonel Kaufmann","date":"15 octobre 2012","format":false,"excerpt":"Albert Mathiez, La R\u00e9volution fran\u00e7aise, Paris, Bartillat, 2012, 658 p. Introduction de Yannick Bosc et Florence Gauthier. Cette r\u00e9\u00e9dition rassemble en un seul volume les trois parties de l'ouvrage publi\u00e9es entre 1922 et 1927\u00a0: La Chute de la royaut\u00e9\u00a0; La Gironde et la Montagne\u00a0; La Terreur. Pour la premi\u00e8re fois,\u2026","rel":"","context":"Dans &quot;histoire&quot;","block_context":{"text":"histoire","link":"https:\/\/lyonelkaufmann.ch\/Blog\/category\/histoire-2\/"},"img":{"alt_text":"Mathiez bartillat","src":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/histoire\/wp-content\/uploads\/2012\/10\/mathiez_bartillat.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":23309,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2022\/05\/27\/amy-plant-la-youtubeuse-qui-se-debat-avec-lalgo\/","url_meta":{"origin":16671,"position":3},"title":"Amy Plant, la Youtubeuse qui se d\u00e9bat avec l&rsquo;algorithme de YouTube","author":"Lyonel Kaufmann","date":"27 mai 2022","format":false,"excerpt":"Xavier a d\u00e9couvert Amy Plant par une vid\u00e9o publi\u00e9e sur sa cha\u00eene YouTube. C\u2019est le titre qui l\u2019a attir\u00e9 : \u201cJe crack l\u2019algorithme YouTube\u201d. Il y avait aussi la vignette, en 2 parties : sur la gauche une jeune femme qui se tient la t\u00eate avec sa main. 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Apr\u00e8s avoir pr\u00e9sent\u00e9 les \u00e9l\u00e9ments de cette crise de confiance dans deux articles, Hubert Guillaud d\u00e9taille les solutions concr\u00e8tes envisag\u00e9es. Un article des plus int\u00e9ressants\u2026","rel":"","context":"Dans &quot;Blogcaf\u00e9&quot;","block_context":{"text":"Blogcaf\u00e9","link":"https:\/\/lyonelkaufmann.ch\/Blog\/category\/blogcafe-2\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/12\/Image-26.12.16-21-24.jpeg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/12\/Image-26.12.16-21-24.jpeg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/12\/Image-26.12.16-21-24.jpeg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2016\/12\/Image-26.12.16-21-24.jpeg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":6018,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2012\/08\/25\/les-blogs-meilleurs-que-la-dissertation\/","url_meta":{"origin":16671,"position":5},"title":"Les blogs meilleurs que la dissertation","author":"Lyonel Kaufmann","date":"25 ao\u00fbt 2012","format":false,"excerpt":"Dans son livre\u00a0\u00ab Now you see it \u00bb, pr\u00e9sent\u00e9 par le\u00a0New York Times, Cathy Davidson \u2014 qui veut remettre au go\u00fbt du jour certaines inventions p\u00e9dagogiques plus anciennes \u2014 flingue l'exercice de la dissertation au profit des blogs p\u00e9dagogiques. Je plussoie.\u00a0 Au contraire de la dissertation, les blogs offrent, par\u2026","rel":"","context":"Dans &quot;histoire&quot;","block_context":{"text":"histoire","link":"https:\/\/lyonelkaufmann.ch\/Blog\/category\/histoire-2\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2015\/03\/blogcafe1.jpg?fit=1024%2C683&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2015\/03\/blogcafe1.jpg?fit=1024%2C683&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2015\/03\/blogcafe1.jpg?fit=1024%2C683&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2015\/03\/blogcafe1.jpg?fit=1024%2C683&ssl=1&resize=700%2C400 2x"},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/posts\/16671","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/comments?post=16671"}],"version-history":[{"count":0,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/posts\/16671\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/media\/16670"}],"wp:attachment":[{"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/media?parent=16671"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/categories?post=16671"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/tags?post=16671"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}