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Today, we\u2019re publishing our quarterly reports for the fourth quarter of 2022 including the <\/span>Community Standards Enforcement Report,<\/span><\/a> the <\/span>Widely Viewed Content Report<\/span><\/a>, <\/span>Oversight Board Quarterly Update<\/span><\/a> and the <\/span>Adversarial Threat Report<\/span><\/a>. All reports <\/span>are available in the <\/span>Transparency Center<\/span><\/a>.\u00a0<\/span><\/p>\n Our report highlights include:<\/b><\/p>\n Over the past five years, we\u2019ve shared our findings about threats we detect and remove from our platforms. In today\u2019s threat report, we\u2019re sharing information about three networks we took down for violating our policies against coordinated inauthentic behavior (CIB) and mass reporting (or coordinated abusive reporting) during the last quarter to make it easier for people to see the progress we\u2019re making in one place. We\u2019re also providing an update on our work against influence operations \u2014 both covert and overt \u2014 in a year since Russia began its full-scale invasion of Ukraine. We have shared information about our findings with industry partners, researchers and policymakers.<\/span><\/p>\n In the fourth quarter, <\/span>we continue to make progress on removing content that violates our Community Standards with prevalence remaining relatively consistent across a wide range of violation areas. <\/span>Separately, we\u2019ve updated our <\/span>cross-problem AI system<\/span><\/a>, combining several models so that we\u2019re consolidating learnings across hate speech, bullying and harassment and violence and incitement. This and other continued improvements or adjustments to proactive detection technology, in many instances, lead to improved accuracy.\u00a0\u00a0<\/span><\/p>\n We also consistently refine our methodology for this report in an effort to improve the metrics we provide. This quarter we\u2019ve <\/span>updated<\/span><\/a> how we calculate proactive rate. As a result of these improvements, we\u2019re seeing several shifts in the proactive rates across different areas. This methodology update only changes how we measure the proactive rate metric, but not our approach to proactively identifying violating content.\u00a0\u00a0<\/span><\/p>\n This quarter\u2019s report includes one case of engagement bait and one piece of content removed because it was posted by a Page that was taken down for repeatedly violating our Community Standards. We rigorously work to understand the content ecosystem and evaluate how effective our policies and integrity measures are so we can close the gaps we find along the way.<\/span><\/p>\n The Oversight Board is a valuable source of external perspective and accountability for Meta that people can appeal to if they disagree with content enforcement decisions on Facebook and Instagram. We\u2019re committed to implementing all of the Board\u2019s content decisions and responding to all of their recommendations publicly, having already committed to implement \u2014 or explore the feasibility of implementing \u2014 78% of their recommendations to date.\u00a0<\/span><\/p>\n Q4 marked two years since the Oversight Board\u2019s first decision and we closed the quarter with building a framework to expand the Board\u2019s scope and impact. This collaboration with the Board resulted in finalizing a series of <\/span>updates<\/span><\/a> that will streamline the Board\u2019s operations and allow them to more efficiently select, deliberate and make decisions on tough issues.\u00a0<\/span><\/p>\n Over the past two years the Oversight Board has given us valuable feedback on our policies and processes which has led to real changes. For example, we recently completed a global rollout of more informative user messaging to <\/span>let people know<\/span><\/a> whether human or automated review was responsible for the removal of their content.\u00a0<\/span><\/p>\n Also prompted by feedback from the Oversight Board, we are <\/span>sharing more details<\/span><\/a> about steps we\u2019re taking to update Facebook\u2019s penalty system. We continue to invest in refining our policies and improving our enforcement, and as part of that work, <\/span>w<\/span>e are updating our penalty system to make it more fair and effective. <\/span>Under the new system, we will focus on helping people understand why we have removed their content, which is shown to be more effective at preventing re-offending, rather than so quickly restricting their ability to post.\u00a0<\/span><\/p>\n We are still removing violating content just as we did before, but now we\u2019re also giving people the chance to change their behavior while still applying stronger penalties to more severe violations: posting content that includes terrorism, child exploitation, human trafficking, serious suicide promotion, sexual exploitation, the sale of non-medical drugs, or the promotion of dangerous individuals and organizations. This leads to faster and more impactful actions for those that continuously violate our policies. These changes follow <\/span>feedback from our community \u2014 including our <\/span>civil rights auditors<\/span><\/a>, the Oversight Board and independent experts \u2014 who noted that our current systems needed better balance between punishing and encouraging remediation through education.<\/span><\/p>\n Our commitment to integrity is ongoing, <\/span>and we will continue to update, <\/span>improve and evolve our policy enforcement in an ever-changing environment. <\/span>We are focused on preserving people\u2019s ability to connect with each other around the world, particularly during times of crisis. <\/span>\u00a0We also want to ensure businesses that rely on our apps to reach customers have access to the support they need. From global brands to the local coffee shop, we know that businesses can be targets for adversarial activity which can disrupt their operations. So we will continue to focus heavily on improving overall support for business users.<\/span><\/p>\n<\/p><\/div>\nThe Adversarial Threat Report<\/h2>\n
The Community Standards Enforcement Report<\/h2>\n
The Widely Viewed Content Report<\/h2>\n
The Oversight Board Quarterly Update<\/h2>\n
Other updates<\/h2>\n
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Our Ongoing Commitment<\/h2>\n