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Chronicles

The story behind the story

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Facebook's Q3 Widely Viewed Content Report: in a first, none of the top 20 posts broke platform rules; sources detail Meta's latest fight against spammy content

linked to individuals associated with the US military — operated across many internet services and focused on Afghanistan, Algeria, Iran, Iraq, Kazakhstan, Kyrgyzstan, Russia, Somalia, Syria, Tajikistan, Uzbekistan and Yemen.” https://twitter.com/... @wsj : Facebook's third-quarter Widely Viewed Content Report shows only one in the top 20 posts qualified as engagement bait, down from 100% a year earlier https://www.wsj.com/... Jeff Horwitz / @jeffhorwitz : Short version: Facebook's top content is no longer, by the company's own admission, 100% trashy. https://www.wsj.com/... Longer version below. Kaya Yurieff / @kyurieff : Earlier this year, Meta Platforms quietly convened a war room of staffers to address a critical problem: virtually all of Facebook's top-ranked content was spammy, oversexualized or generally what the company classified as regrettable. New from WSJ: https://www.wsj.com/... Mick Baccio / @nohackme : fantastic work in this 🧵 https://twitter.com/...

Wall Street Journal Jeff Horwitz

Context & Ripple Effects

Facebook's top-of-feed quality problem has been documented for years: an internal September 2018 memo found ~40% of traffic to Pages went to plagiarized or recycled content, and the [[a:976483|Q4 Widely Viewed Content report showed the most viewed Facebook Page belonged to a banned account]] Meta declined to name. Earlier this year Meta convened a war room specifically to attack spammy and regrettable top-ranked content.

The Q3 report is the first public evidence that effort moved a number: none of the top 20 posts broke platform rules, and only one qualified as engagement bait, down from 100% a year earlier. Coming after the Q1 enforcement report showed automated moderation improving, it suggests the cleanup is systemic rather than a one-quarter artifact.

First-order effects

  • Meta's own transparency metric flips from liability to proof point: the same Widely Viewed Content Report Jeff Horwitz used to expose trashy top content now documents a fully rule-compliant top 20.

Second-order effects

  • Engagement-bait and recycled-content operators lose their highest-value distribution channel on Facebook, forcing them toward other surfaces or formats the ranking system hasn't yet demoted.

Third-order effects

  • If the war-room approach holds, feed quality becomes a standing Meta KPI reported quarterly, shifting the accountability debate from what moderators remove to what the ranking algorithm chooses to amplify.

The trend: Platform transparency reports are evolving from reputational damage control into measurable evidence that ranking systems can be tuned against spam at scale.

Discussion

  • @guyro Guy Rosen on x
    The team continues to share threat intel findings about coordinated adversarial networks that we counter, including with independent security researchers and industry peers, so we can raise our collective defenses. More on our disruptions here: https://twitter.com/... (7/7)
  • @paulszoldra Paul Szoldra on x
    “The US network — linked to individuals associated with the US military — operated across many internet services and focused on Afghanistan, Algeria, Iran, Iraq, Kazakhstan, Kyrgyzstan, Russia, Somalia, Syria, Tajikistan, Uzbekistan and Yemen.” https://twitter.com/...
  • @wsj @wsj on x
    Facebook's third-quarter Widely Viewed Content Report shows only one in the top 20 posts qualified as engagement bait, down from 100% a year earlier https://www.wsj.com/...
  • @kevinroose Kevin Roose on x
    @JeffHorwitz I guess it's good that the WVCR created some soul-searching and platform improvements, but the whole thing started as a very cynical decoy! (And a ground-laying step for getting rid of CrowdTangle.)
  • @jeffhorwitz Jeff Horwitz on x
    Short version: Facebook's top content is no longer, by the company's own admission, 100% trashy. https://www.wsj.com/... Longer version below.
  • @kyurieff Kaya Yurieff on x
    Earlier this year, Meta Platforms quietly convened a war room of staffers to address a critical problem: virtually all of Facebook's top-ranked content was spammy, oversexualized or generally what the company classified as regrettable. New from WSJ: https://www.wsj.com/...
  • @jeffhorwitz Jeff Horwitz on x
    @kevinroose It was probably more Reels in combo with WVCR that forced this, but WVCR revealed more warts than I had expected the company to show. No question that the CT team's dissolution was a failure in the transparency department. I hadn't thought of WVCR as a precursor to it…
  • @kevinroose Kevin Roose on x
    @JeffHorwitz It seems odd not to note that the WVCR was designed and launched as a marketing/PR exercise to steer attention away from one “quality problem.” (Highly-engaged political content.) That it revealed another one (spam and garbage) was an accident!
  • @benimmo Ben Nimmo on x
    JUST OUT: @meta's Adversarial Threat Report for Q3, 2022. Three takedowns for Coordinated Inauthentic Behavior, from USA, Russia, China. https://about.fb.com/...
  • @nohackme Mick Baccio on x
    fantastic work in this 🧵 https://twitter.com/...
  • @dannygroner Danny Groner on x
    “What it showed instead was that among the billions of posts made to the platform, the ones getting the most views—meaning they were actively promoted by the social network's recommendation systems—were generally trashy.” https://www.wsj.com/...
  • @davidclinchnews David Clinch on x
    “The content that did (in most recent report) receive top billing on the platform was a mixture of celebrity news, meme pages and Reels videos.” https://twitter.com/...
  • @anthony Anthony DeRosa on x
    Earlier this year, Meta convened a war room of staffers to address a critical problem: virtually all of Facebook's top-ranked content was spammy, oversexualized, or generally what the company classified as regrettable https://www.wsj.com/...