{"id":20021,"date":"2019-02-25T20:41:17","date_gmt":"2019-02-25T19:41:17","guid":{"rendered":"https:\/\/lyonelkaufmann.ch\/Blog\/?p=20021"},"modified":"2019-02-25T21:14:16","modified_gmt":"2019-02-25T20:14:16","slug":"un-robot-dans-la-robe-des-juges-binaire","status":"publish","type":"post","link":"https:\/\/lyonelkaufmann.ch\/Blog\/2019\/02\/25\/un-robot-dans-la-robe-des-juges-binaire\/","title":{"rendered":"Un robot dans la robe des juges | binaire"},"content":{"rendered":"<p>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 des questionnements, des inqui\u00e9tudes. Prenons un exemple frappant dans un domaine r\u00e9galien, la justice. Aux \u00c9tats-Unis, le logiciel Compas assiste les juges pour d\u00e9cider de lib\u00e9rations conditionnelles, en \u00e9valuant le risque de possibles r\u00e9cidives \u2013 la d\u00e9cision de remise en libert\u00e9 est strictement li\u00e9e \u00e0 la probabilit\u00e9 de r\u00e9cidive. L\u2019algorithme assiste, mais ne d\u00e9cide pas. Oui, mais un juge aura-t-il le courage, ou la l\u00e9g\u00e8ret\u00e9, de remettre un condamn\u00e9 en libert\u00e9 contre l\u2019avis du logiciel si l\u2019on peut prouver que l\u2019algorithme fait statistiquement de meilleures pr\u00e9dictions que les juges ? Voyons comment d\u00e9passer ce dilemme avec Serge Abiteboul.<\/p>\n<p>Lire l&rsquo;article : <a href=\"http:\/\/binaire.blog.lemonde.fr\/2019\/02\/25\/un-robot-dans-la-robe-des-juges\/#xtor=RSS-32280322\">Un robot dans la robe des juges | binaire<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>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 des questionnements, des inqui\u00e9tudes. Prenons [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"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],"tags":[],"class_list":{"0":"post-20021","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-blogcafe-2","7":"entry"},"jetpack_publicize_connections":[],"featured_image_src":null,"featured_image_src_square":null,"author_info":{"display_name":"Lyonel Kaufmann","author_link":"https:\/\/lyonelkaufmann.ch\/Blog\/author\/lyonelk\/"},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1qtF4-5cV","jetpack-related-posts":[{"id":3597,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2010\/08\/05\/pourquoi-faut-il-se-mobiliser-pour-le-logiciel-libre-la-reponse-de-richard-stallman-framablog\/","url_meta":{"origin":20021,"position":0},"title":"Pourquoi faut-il se mobiliser pour le logiciel libre ? La r\u00e9ponse de Richard Stallman &#8211; Framablog","author":"Lyonel Kaufmann","date":"5 ao\u00fbt 2010","format":"aside","excerpt":"\u00abToutes les libert\u00e9s d\u00e9pendent de la libert\u00e9 informatique, elle n\u2019est pas plus importante que les autres libert\u00e9s fondamentales mais, au fur et \u00e0 mesure que les pratiques de la vie basculent sur l\u2019ordinateur, on en aura besoin pour maintenir les autres libert\u00e9s. Profitant de la faiblesse de la d\u00e9mocratie contemporaine,\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":16671,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2016\/06\/13\/les-algorithmes-peuvent-creuser-les-inegalites-et-saper-la-democratie-rue89\/","url_meta":{"origin":20021,"position":1},"title":"\u00ab&nbsp;Les algorithmes peuvent creuser les in\u00e9galit\u00e9s et saper la d\u00e9mocratie&nbsp;\u00bb &#8211; Rue89","author":"Lyonel Kaufmann","date":"13 juin 2016","format":false,"excerpt":"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\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\/06\/Image-13.06.16-06-52.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":12749,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2012\/01\/04\/stallman-avait-malheureusement-raison-depuis-le-debut-framablog\/","url_meta":{"origin":20021,"position":2},"title":"Stallman avait malheureusement raison depuis le d\u00e9but | Framablog","author":"Lyonel Kaufmann","date":"4 janvier 2012","format":"quote","excerpt":"\u00c0 mesure que notre soci\u00e9t\u00e9 devient plus d\u00e9pendantes des ordinateurs, les logiciels que nous utilisons sont d\u2019une importance critique pour s\u00e9curiser l\u2019avenir d\u2019une soci\u00e9t\u00e9 libre. Le logiciel libre permet d\u2019avoir le contr\u00f4le de la technologie que nous utilisons dans nos maisons, nos \u00e9coles, nos entreprises, l\u00e0 o\u00f9 les ordinateurs travaillent\u2026","rel":"","context":"Dans &quot;L'Expresso&quot;","block_context":{"text":"L'Expresso","link":"https:\/\/lyonelkaufmann.ch\/Blog\/category\/breves\/"},"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":[]},{"id":23309,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2022\/05\/27\/amy-plant-la-youtubeuse-qui-se-debat-avec-lalgo\/","url_meta":{"origin":20021,"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. Sur la\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\/2022\/05\/Capture-decran-2022-05-28-a-10.26.55.png?fit=872%2C748&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2022\/05\/Capture-decran-2022-05-28-a-10.26.55.png?fit=872%2C748&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2022\/05\/Capture-decran-2022-05-28-a-10.26.55.png?fit=872%2C748&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2022\/05\/Capture-decran-2022-05-28-a-10.26.55.png?fit=872%2C748&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":27083,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2025\/06\/06\/ia-intelligence-austeritaire-dans-les-algorithmes\/","url_meta":{"origin":20021,"position":4},"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":19932,"url":"https:\/\/lyonelkaufmann.ch\/Blog\/2019\/01\/20\/les-petites-mains-de-lintelligence-artificielle\/","url_meta":{"origin":20021,"position":5},"title":"Ouvrage : Les petites mains de l&rsquo;intelligence artificielle","author":"Lyonel Kaufmann","date":"20 janvier 2019","format":false,"excerpt":"Pour Antonio A. Casilli, le remplacement des hommes par des robots n\u2019est que pur fantasme. Derri\u00e8re le monde virtuel, c\u2019est une nouvelle pr\u00e9carisation du travail humain. B\u00e2ti pour s\u00e9duire investisseurs et consommateurs (et sur ce point parfaitement efficace), ce discours du remplacement ne r\u00e9siste pas longtemps \u00e0 l\u2019enqu\u00eate s\u00e9rieuse d\u2019Antonio\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\/2019\/01\/046B4DA6-D68C-4C29-9098-8D1D0BF6FF8C.jpeg?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2019\/01\/046B4DA6-D68C-4C29-9098-8D1D0BF6FF8C.jpeg?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2019\/01\/046B4DA6-D68C-4C29-9098-8D1D0BF6FF8C.jpeg?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2019\/01\/046B4DA6-D68C-4C29-9098-8D1D0BF6FF8C.jpeg?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/lyonelkaufmann.ch\/Blog\/wp-content\/uploads\/2019\/01\/046B4DA6-D68C-4C29-9098-8D1D0BF6FF8C.jpeg?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/posts\/20021","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=20021"}],"version-history":[{"count":0,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/posts\/20021\/revisions"}],"wp:attachment":[{"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/media?parent=20021"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/categories?post=20021"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lyonelkaufmann.ch\/Blog\/wp-json\/wp\/v2\/tags?post=20021"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}