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    1. jack‏Verified account @jack Sep 5

      Twitter cannot rightly serve as a public square if it’s constructed around the personal opinions of its makers. We believe a key driver of a thriving public square is the fundamental human right of freedom of opinion and expression.

      585 replies 174 retweets 599 likes
      Show this thread
    2. jack‏Verified account @jack Sep 5

      Our early and strong defense of open and free exchange has enabled Twitter to be THE platform for activists, marginalized communities, whistleblowers, journalists, governments and the most influential people around the world. Twitter will always default to open and free exchange.

      100 replies 86 retweets 310 likes
      Show this thread
    3. jack‏Verified account @jack Sep 5

      A default to free expression left unchecked can generate risks and dangers for people. It’s important Twitter distinguishes between people’s opinions and behaviors, and disarms behavior intending to silence another person, or adversely interfere with their universal human rights.

      124 replies 74 retweets 281 likes
      Show this thread
    4. jack‏Verified account @jack Sep 5

      We build our policies and rules with a principle of impartiality: objective criteria, rather than on the basis of bias, prejudice, or preferring the benefit to one person over another for improper reasons. If we learn we failed to create impartial outcomes, we work hard to fix.

      63 replies 56 retweets 219 likes
      Show this thread
    5. jack‏Verified account @jack Sep 5

      In the spirit of accountability and transparency: recently we failed our intended impartiality. Our algorithms were unfairly filtering 600,000 accounts, including some members of Congress, from our search auto-complete and latest results. We fixed it. But how did it happen?

      152 replies 173 retweets 325 likes
      Show this thread
    6. jack‏Verified account @jack Sep 5

      Our technology was using a decision making criteria that considers the behavior of people following these accounts. We decided that wasn’t fair, and corrected. We‘ll always improve our technology and algorithms to drive healthier usage, and measure the impartiality of outcomes.

      58 replies 80 retweets 257 likes
      Show this thread
    7. jack‏Verified account @jack Sep 5

      Bias in algorithms is an important topic. Our responsibility is to understand, measure, and reduce accidental bias due to factors such as the quality of the data used to train our algorithms. This is an extremely complex challenge facing everyone applying artificial intelligence.

      73 replies 126 retweets 366 likes
      Show this thread
    8. jack‏Verified account @jack Sep 5

      For our part, machine learning teams at Twitter are experimenting with these techniques and developing roadmaps to ensure present and future machine learning models uphold a high standard when it comes to algorithmic fairness. It’s an important step towards ensuring impartiality.

      205 replies 74 retweets 232 likes
      Show this thread
    9. jack‏Verified account @jack Sep 5

      Looking at the data, we analyzed tweets sent by all members of the House and Senate, and found no statistically significant difference between the number of times a tweet by a Democrat is viewed versus a Republican, even after our ranking and filtering of tweets has been applied.

      58 replies 101 retweets 329 likes
      Show this thread
    10. jack‏Verified account @jack Sep 5

      Also, there’s a distinction we need to make clear. When people follow you, you’ve earned that audience. And we have a responsibility to make sure they can see your tweets. We do not have a responsibility, nor you a right, to amplify your tweets to audiences that don’t follow you.

      194 replies 195 retweets 694 likes
      Show this thread
      jack‏Verified account @jack Sep 5

      What our algorithms decide to show in shared spaces, like search results, is based on thousands of signals that constantly learn and evolve over time. Some of those signals are engagement, some are the number of abuse reports. We balance all of these to prevent gaming our system.

      12:31 PM - 5 Sep 2018 from Washington, DC
      • 57 Retweets
      • 192 Likes
      • J  🕊 شMس کاکڑ TrendifyLive Joe Tec Sami Baloch Arii✨ PK Symonds-Patel ㅤㅤRattackoㅤㅤ ❌❌🐦Mulholland Driver 🐦❌❌ownmindofmine
      81 replies 57 retweets 192 likes
        1. New conversation
        2. jack‏Verified account @jack Sep 5

          We acknowledge the growing concern people have of the power held by companies like Twitter. We believe it’s dangerous to ask Twitter to regulate opinions or be the arbiter of truth. We’d rather be judged by the impartiality of outcomes, and criticized when we fail this principle.

          203 replies 126 retweets 451 likes
          Show this thread
        3. jack‏Verified account @jack Sep 5

          In closing, when I think of our work, I think of my mom and dad in St. Louis, a Democrat and a Republican. We had lots of frustrating and heated debates, but looking back, I appreciate I was able to hear and challenge different perspectives. And I appreciate I felt safe to do so.

          363 replies 135 retweets 772 likes
          Show this thread
        4. jack‏Verified account @jack Sep 5

          We believe Twitter helps people connect to something bigger than themselves, shows all the amazing things happening in the world, and all the things we need to acknowledge and address. We‘re constantly learning how to make it freer and healthier for all to participate. Thank you.

          642 replies 259 retweets 996 likes
          Show this thread
        5. End of conversation
        1. Susan T. Case‏ @SusanTCase Sep 6
          Replying to @jack

          Want to see all of the tweets of those I follow in chronological order, not through your algorithms.

          0 replies 0 retweets 4 likes
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        1. Dani The Girl‏ @NewYearsDani Sep 5
          Replying to @jack

          Heh. This should be easier then letting AI decide if I'm a quality person or not. 👇🏼pic.twitter.com/PM8Coh2pEN

          0 replies 1 retweet 1 like
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        1. New conversation
        2. #DeeJayVenus™ 🎧‏ @DeeJayVenus Sep 16
          Replying to @jack

          @jack @TwitterSupport Re: INFERRED Interests •The algorithm METHOD is wrong I don't even know what CROSSBONES is •Every session I uncheck it but @twitter keeps rechecking it •Give us FULL list & let us check our own interests like @facebook ✌🏽pic.twitter.com/zyOba0Wt2J

          1 reply 0 retweets 1 like
        3. #DeeJayVenus™ 🎧‏ @DeeJayVenus Sep 16
          Replying to @DeeJayVenus @jack and

          Algorithm METHOD is wrong! # of abuse reports are used to game system! Verified recording artist instructed Followers offsite to report competitor verified artist's new record tweet as abusive & you hid it under "The following media may sensitive content"! Use # of VALID reports!pic.twitter.com/kqMDxnkQuj

          0 replies 0 retweets 1 like
        4. End of conversation
        1. New conversation
        2. #DeeJayVenus™ 🎧‏ @DeeJayVenus Sep 16
          Replying to @jack

          @jack @TwitterSupport Re: INFERRED Interests •The algorithm METHOD is wrong I'm not interested in CONSERVATIVE Politics or POLITICS •Every session I uncheck it but @twitter keeps rechecking it •Give us FULL list & let us check our own interests like @facebook ✌🏽pic.twitter.com/GSYHIrboGJ

          1 reply 0 retweets 1 like
        3. #DeeJayVenus™ 🎧‏ @DeeJayVenus Sep 16
          Replying to @DeeJayVenus @jack and

          Algorithm METHOD is wrong! # of abuse reports are used to game system! Verified recording artist instructed Followers offsite to report competitor verified artist's new record tweet as abusive & you hid it under "The following media may sensitive content"! Use # of VALID reports!pic.twitter.com/JX73q1p81c

          0 replies 0 retweets 1 like
        4. End of conversation
        1. New conversation
        2. Beth  🧙‍♀️ Witchy Woman‏ @FaerieWhings Sep 5
          Replying to @jack

          I'm trying to figure out why you think becoming more like Facebook is a good thing.

          2 replies 0 retweets 4 likes
        3. 1 more reply
        1. New conversation
        2. musological‏ @musological Sep 7
          Replying to @jack

          You are smart, can you not realise that networked dialogue is already a living algorithm far more sophisticated and grounded in reality than any you can create to curate it in real time. Not to mention the post hoc human bias involved in 'balancing' the results of your attempts.

          1 reply 0 retweets 1 like
        3. musological‏ @musological Sep 7
          Replying to @musological @jack

          I'll say again, please stop trying with this authoritarian 'good/bad speech' nonsense and let the dialogue sort itself out. People choose who they follow, how they respond, what they read or care about, and how they speak. Crippling that ability doesn't help anything or anyone.

          0 replies 0 retweets 1 like
        4. End of conversation
        1. TURN OREGON RED 🇺🇸‏ @LindaRockers Sep 5
          Replying to @jack

          @jack WE ARE PAYING ATTENTIONpic.twitter.com/GGEwNRb0qF

          0 replies 0 retweets 1 like
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        1. Gabe Mondragon‏ @CaptainHooker1 Sep 6
          Replying to @jack

          https://www.infowars.com/man-caught-paying-off-kavanaugh-protesters-works-for-soros-funded-organization/ …

          0 replies 1 retweet 0 likes
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        1. ChrisAnna0426‏ @ChrisAnna0426 Sep 5
          Replying to @jack

          ChrisAnna0426 Retweeted  🇺🇸John #KAG 🇺🇸 🚂 👊 🐸

          What to you have to say about this?https://twitter.com/JohnCooper0610/status/1037472878600613888 …

          ChrisAnna0426 added,

          2:20
           🇺🇸John #KAG 🇺🇸 🚂 👊 🐸 @JohnCooper0610
          Would love to know what some of those underlying rules are in San Fran that Twitter DOESN'T want to be made PUBLIC. .@LauraLoomer pic.twitter.com/hTR6LsMKDi
          0 replies 0 retweets 1 like
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        1. American GiGi 🇺🇸‏ @deplorable_gigi Sep 6
          Replying to @jack

          Abuse reports that you have no proof of the actual abuse is a real problem. Liberals reporting abuse only because they disagree. Happens all the time.

          0 replies 0 retweets 1 like
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        1. Daoiz Velarde‏ @velardedaoiz Sep 6
          Replying to @jack

          So if particularly activist organized groups denounce abuses, whether they are really happening or not, they’ll be succesful in hiding certain opinions... :(

          0 replies 0 retweets 1 like
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        1. #DeeJayVenus™ 🎧‏ @DeeJayVenus Sep 16
          Replying to @jack

          Algorithm METHOD is wrong! # of abuse reports are used to game system! Verified recording artist instructed Followers offsite to report competitor verified artist's new record tweet as abusive & you hid it under "The following media may sensitive content"! Use # of VALID reports!pic.twitter.com/nweK0rwfW3

          0 replies 0 retweets 1 like
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        1. New conversation
        2. The One WithTweetsBuriedUnderObamasSealedRecords‏ @Dangdurnit Sep 5
          Replying to @jack

          I started using Twitter in 2009. My account was falsely suspended due to multiple false abuse and hateful conduct reports filed by nevertumpers. I repeatedly filed appeals to get the tweets used to falsely suspend me, NEVER got any because they didn't exist.

          1 reply 0 retweets 1 like
        3. 2 more replies

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