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id=\"SVGID_6_\" gradientunits=\"userSpaceOnUse\" x1=\"86.5511856\" y1=\"53.2940826\" x2=\"44.9085121\" y2=\"-1.2722834\"><stop offset=\"0.1335565\" style=\"stop-color:#0869e1\"\/><stop offset=\"0.8727325\" style=\"stop-color:#0064e0\"\/><\/lineargradient><path class=\"st3\" d=\"M91.5367355,42.0087433C72.4083557,10.898839,59.6726532,0.0000001,43.2413788,0.0000001 \tL43.034481,16.3448277c10.7586212,0,19.1034508,8.4827595,37.2413826,39.0344849l1.1056747,1.8600197L91.5367355,42.0087433z\"\/><\/g><\/g><\/g><\/svg><\/span><\/a> \t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>Who We Are<\/p>\n<p>What We Build<\/p>\n<p>Actions We&#039;re Taking<\/p>\n<p>Resources<br \/>Resources<br \/>Help Center<br \/>Resources<br \/>For Creators<br \/>Resources<br \/>For Developers<\/p>\n<p>For Government, Politics and Advocacy<br \/>Resources<br \/>For Media<br \/>Resources<br \/>For Nonprofits and Educators<br \/><span style=\"font-weight: 400\">Data pulled from leaked documents is being used to create a narrative <\/span><span style=\"font-weight: 400\">that the technology we use to fight hate speech is inadequate and that we deliberately misrepresent our progress. This is not true. We don\u2019t want to see hate on our platform, nor do our users or advertisers, and we are transparent about our work to remove it. <\/span><span style=\"font-weight: 400\">What these documents demonstrate is that our integrity work is a multi-year journey. While we will never be perfect, our teams continually work to develop our systems, identify issues and build solutions.<\/span><br \/><b><i>Recent reporting suggests that our approach to addressing hate speech is much narrower than it actually is, ignoring the fact that hate speech prevalence has dropped to 0.05%, or 5 views per every 10,000 on Facebook.<\/i><\/b> <b><i>We believe prevalence is the most important metric to use because it shows <\/i><\/b><b><i>how much hate speech is actually seen on Facebook.<\/i><\/b><b><i>\u00a0 <\/i><\/b><br \/><a href=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-31768 size-full\" src=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308\" alt=\"\" width=\"890\" height=\"308\" srcset=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=1920 1920w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=300 300w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=768 768w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=1024 1024w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=1536 1536w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=800 800w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_stat-1.jpg?resize=890%2C308?w=1780 1780w\" sizes=\"auto, (max-width: 890px) 100vw, 890px\" data-recalc-dims=\"1\" \/><\/a><br \/><span style=\"font-weight: 400\">Focusing just on content removals is the wrong way to look at how we fight hate speech. That\u2019s because using technology to remove hate speech is only one way we counter it. We need to be confident that something is hate speech before we remove it. If something might be hate speech but we\u2019re not confident enough that it meets the bar for removal, our <\/span><span style=\"font-weight: 400\">technology may <\/span><span style=\"font-weight: 400\">reduce the content\u2019s distribution or won\u2019t recommend Groups, Pages or people that regularly post content that is likely to violate our policies. We also use technology to flag content for more review.<\/span><br \/><span style=\"font-weight: 400\">We have a high threshold for automatically removing content. If we didn\u2019t, we\u2019d risk making more mistakes on content that looks like hate speech but isn\u2019t, harming the very people we\u2019re trying to protect, <\/span><span style=\"font-weight: 400\">such as those describing experiences with hate speech or condemning it.\u00a0<\/span><br \/><span style=\"font-weight: 400\">Another metric being misconstrued is our proactive detection rate, which tells us how good our technology is at finding content before people report it to us. It tells us, of the content we remove, how much <\/span><span style=\"font-weight: 400\">we found ourselves. In 2016, the vast majority of our content removals were based on what users reported to us. We knew we needed to do better and so we began building technology to identify potentially violating content without anyone flagging it to us.\u00a0<\/span><br \/><span style=\"font-weight: 400\">When we began reporting our metrics on hate speech, only 23.6% of content we removed was detected proactively by our systems; the majority of what we removed was found by people. Now, that number is over 97%. But our proactive rate doesn\u2019t tell us what we are missing and doesn\u2019t account for the sum of our efforts, including what we do to <\/span><a href=\"https:\/\/transparency.fb.com\/en-gb\/features\/approach-to-ranking\/types-of-content-we-demote\/\"><span style=\"font-weight: 400\">reduce the distribution<\/span><\/a><span style=\"font-weight: 400\"> of problematic content. That\u2019s why we focus on prevalence and consistently describe it as the most important metric. Prevalence tells us what violating content people see because we missed it. It\u2019s how we most objectively evaluate our progress, as it provides the most complete picture. <\/span><span style=\"font-weight: 400\">We talk about prevalence in our Community Standards Enforcement Report report every quarter and <\/span><a href=\"https:\/\/transparency.fb.com\/policies\/improving\/prevalence-metric\/\"><span style=\"font-weight: 400\">describe it in our Transparency Center<\/span><\/a><span style=\"font-weight: 400\">.<\/span><br \/><span style=\"font-weight: 400\">Prevalence is how we measure our work internally, and that\u2019s why we share the same metric externally. While we know our work will never be done in this space, the fact that prevalence has <\/span><span style=\"font-weight: 400\">been reduced by almost 50% in the last three quarters<\/span><span style=\"font-weight: 400\"> shows that taken together, our efforts are having an impact<\/span><span style=\"font-weight: 400\">. <\/span><span style=\"font-weight: 400\">As reported in our <\/span><a href=\"https:\/\/transparency.fb.com\/data\/community-standards-enforcement\/\"><span style=\"font-weight: 400\">Community Standards Enforcement Report<\/span><\/a><span style=\"font-weight: 400\">, we can attribute a significant portion of the drop to our improved and expanded AI systems.<\/span><br \/><a href=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-31769 size-full\" src=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642\" alt=\"Chart of decline of hate speech prevalance\" width=\"890\" height=\"642\" srcset=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=1920 1920w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=300 300w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=768 768w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=1024 1024w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=1536 1536w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=1498 1498w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=800 800w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Our-Side-Of-The-Story_HS_chart-1.jpg?resize=890%2C642?w=1780 1780w\" sizes=\"auto, (max-width: 890px) 100vw, 890px\" data-recalc-dims=\"1\" \/><\/a><br \/><b><i>We\u2019ve worked with international experts to develop our metrics. We\u2019re also the only company which has volunteered to have them independently audited. <\/i><\/b><br \/><span style=\"font-weight: 400\">We include many metrics in our quarterly reports, which are the most comprehensive of their kind, to give people a more complete picture. <\/span><span style=\"font-weight: 400\">We have worked with <\/span><a href=\"https:\/\/law.yale.edu\/yls-today\/news\/facebook-data-transparency-advisory-group-releases-final-report\"><span style=\"font-weight: 400\">international experts<\/span><\/a><span style=\"font-weight: 400\"> in measurement, statistics and other areas to provide <\/span><a href=\"https:\/\/about.fb.com\/news\/2019\/05\/dtag-report\/\"><span style=\"font-weight: 400\">an independent, public assessment<\/span><\/a><span style=\"font-weight: 400\"> to make sure we are measuring the right things. While they broadly agreed with our approach, they also provided recommendations for how we can improve. You can read their full report <\/span><a href=\"https:\/\/law.yale.edu\/sites\/default\/files\/area\/center\/justice\/document\/dtag_report_5.22.2019.pdf\"><span style=\"font-weight: 400\">here<\/span><\/a><span style=\"font-weight: 400\">.<\/span><span style=\"font-weight: 400\"> We have also committed to undergoing an <\/span><a href=\"https:\/\/about.fb.com\/news\/2020\/08\/independent-audit-of-enforcement-report-metrics\/\"><span style=\"font-weight: 400\">independent audit<\/span><\/a><span style=\"font-weight: 400\">, with global auditing firm EY, to make sure we are measuring and reporting our metrics accurately.<\/span><br \/>&nbsp;<br \/><a href=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-31975 size-full\" src=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598\" alt=\"Graphic depicting how we reduce the prevalence of hate speech\" width=\"890\" height=\"598\" srcset=\"https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=1920 1920w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=300 300w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=768 768w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=1024 1024w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=1536 1536w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=1609 1609w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=800 800w, https:\/\/about.fb.com\/wp-content\/uploads\/2021\/10\/NRP_Reduce-Hate-Speech_chart.png?resize=890%2C598?w=1780 1780w\" sizes=\"auto, (max-width: 890px) 100vw, 890px\" data-recalc-dims=\"1\" \/><\/a><br \/>  \tFollow Us  <br \/>&copy; 2021 Meta<br \/>To help personalize content, tailor and measure ads, and provide a safer experience, we use cookies. By clicking or navigating the site, you agree to allow our collection of information on and off Facebook through cookies. Learn more, including about available controls: <a href=\"https:\/\/www.facebook.com\/policies\/cookies\/\">Cookies Policy<\/a><\/p>\n<p><a href=\"https:\/\/about.fb.com\/news\/2021\/10\/hate-speech-prevalence-dropped-facebook\/\">source<\/a><\/p>\n<!--CusAds0-->\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Facebook Who We Are What We Build Actions We&#039;re Taking ResourcesResourcesHelp CenterResourcesFor CreatorsResourcesFor Developers For Government, Politics and AdvocacyResourcesFor MediaResourcesFor Nonprofits and EducatorsData pulled from leaked documents is being used to create a narrative that the technology we use to fight hate speech is inadequate and that we deliberately misrepresent our progress. This is not [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow1sXXCw:productID":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-1861","post","type-post","status-publish","format-standard","hentry","category-non-classe"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/posts\/1861","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/comments?post=1861"}],"version-history":[{"count":0,"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/posts\/1861\/revisions"}],"wp:attachment":[{"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/media?parent=1861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/categories?post=1861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/monblogeur.tech\/index.php\/wp-json\/wp\/v2\/tags?post=1861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}