Techdirt's think tank, the Copia Institute, is working with the Trust & Safety Professional Association and its sister organization, the Trust & Safety Foundation, to produce an ongoing series of case studies about content moderation decisions. These case studies are presented in a neutral fashion, not aiming to criticize or applaud any particular decision, but to highlight the many different challenges that content moderators face and the tradeoffs they result in. Find more case studies here on Techdirt and on the TSF website.

Content Moderation Case Study: Twitter Suspends Users Who Tweet The Word 'Memphis' (2021)

from the memphis-memphis-memphis-memphis dept

Summary: Twitter users who made the mistake of tweeting out an innocuous word -- 'Memphis -- found themselves suspended from the service for 12 hours for apparently violating the terms of use.

According to messages sent to suspended users, the use of the Tennessee city name violated prohibitions on posting personal information.

The inadvertent damage quickly spread across Twitter as users trolled each other, trying to get unsuspecting accounts to tweet the suddenly-forbidden word. The apparent flaw in the auto-moderation system went unaddressed for several hours as more and more users found themselves temporarily prevented from using the service. Although some users noticed certain accounts (mainly verified ones) weren't being hit with bans, it affected enough users that the ripple effect was not only noticeable, but covered by many mainstream media outlets.

The bans were lifted several hours later with no explanation from Twitter other than that an unspecified "bug" had resulted in tweets containing the word "Memphis" being removed and features limited for those accounts.

That explanation was not entirely clear. Given the "Memphis" bug's link to alleged violations of Twitter's policies against posting other people's personal information, it was speculated the ban on a single city name may have been the result of an erroneously-completed form on the moderation side. Systems security professional SwiftOnSecurity took a plausible stab at the possible root cause of this improbable series of moderation events.

What's possible is a Twitter staffer tried to block a street address, but the postal syntax acted as an escape sequence, or the original was multi-line and they only pasted the city.

If so, every use of the word "Memphis" was considered to be a post containing a full address Twitter had targeted for removal under its personal information policy.

Decisions to be made by Twitter:

  • Should moderation of the posting of personal information be handled with automation, given the potential for errors to scale and compound?
  • Should a better stop-gap process be put in place to head off future events like these?
  • Should users be given better explanations when moderation-at-scale results in features being limited for users affected by moderation bugs? 
Questions and policy implications to consider:
  • Should a stop-gap measure be put in place to prevent errors like this from becoming multi-hour failures?
  • Have Twitter's moderation efforts resulted in a noticeable limitation of the spread of personal info? 
  • Is all publication of personal information considered a violation of policy? Or are exceptions in place for information considered to be of public interest?
Resolution: Twitter restored accounts and tweets targeted by its "Memphis" bug within hours of its emergence. However, the company's moderation team has yet to explain exactly went wrong or what Twitter has done to prevent its recurrence.

Originally posted to the Trust & Safety Foundation website.

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Filed Under: blocklist, content moderation, memphis, memphis memphis, memphis memphis memphis
Companies: twitter


Reader Comments

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  1. icon
    Samuel Abram (profile), 2 Jun 2021 @ 1:53pm

    So this means…

    My favorite style of BBQ sauce is not South Carolina, or Texas, or Kansas City, but from [REDACTED], Tennessee.

    link to this | view in thread ]

  2. identicon
    Bobvious, 2 Jun 2021 @ 3:57pm

    Re: So this means…

    ....[REDACTED].... That's ok. You can always get it from מֹף in Egypt instead.

    link to this | view in thread ]

  3. icon
    Toom1275 (profile), 2 Jun 2021 @ 4:43pm

    Shenanigans.

    link to this | view in thread ]

  4. identicon
    Pixelation, 2 Jun 2021 @ 5:22pm

    I heard a great disturbance in the force, as if a million voices cried out in terror. An entire city, wiped out by twitter. Oh, the horror!

    link to this | view in thread ]

  5. identicon
    Anonymous Coward, 2 Jun 2021 @ 5:50pm

    Re: So this means…

    Stuck inside of Mobile with the [REDACTED] blues again.

    link to this | view in thread ]

  6. identicon
    tanj, 2 Jun 2021 @ 9:47pm

    Belgium

    And yet these same platforms would let anyone say Belgium with reckless abandon!

    link to this | view in thread ]

  7. identicon
    Christenson, 3 Jun 2021 @ 6:45am

    user interface design problem

    Sounds like twitter needs to upgrade their user interface for setting up that kind of block to include a confirmation step.

    Belgium! Memphis!

    link to this | view in thread ]

  8. identicon
    Anonymous Coward, 3 Jun 2021 @ 9:20am

    Delicate Slap on the Wrist

    Twitter content auto-moderation systems are now implementing the "Safe Word" policy. Just say "Memphis" and it will give you a much needed break, and a lite, if not teasing, slap on the wrist.

    link to this | view in thread ]

  9. icon
    Toom1275 (profile), 3 Jun 2021 @ 4:38pm

    Then I'm walking in *******
    Was walking with my feet ten feet off of Beale
    Walking in *******
    But do I really feel the way I feel?

    link to this | view in thread ]

  10. icon
    Darkness Of Course (profile), 3 Jun 2021 @ 9:21pm

    How you can explain ...

    What you do not understand?

    Twitter Nerds are now ML Nerds. You all know Machine Learning, it's referred to as its impossible counterpart, Artificial Intelligence - which it ain't.

    Take a bunch of computers. Fill some tables up with numbers, run a zillion tweets through them and release the Kraken on Memphis!

    There is no possible explanation. Well, beyond Natural Stupidity.

    link to this | view in thread ]


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