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zeynep's profile
zeynep tufekci
zeynep tufekci
zeynep tufekci
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@zeynep

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zeynep tufekciVerified account

@zeynep

Complex systems, wicked problems. Society, technology, science and more. @UNC professor. @NYTimes columnist. My newsletter is @insight: http://www.theinsight.org 

floating in a most peculiar way
theinsight.org
Joined August 2009

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    1. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      zeynep tufekci Retweeted JLPlante

      Mind-blowingly good talk at #AMLD2019 by Jeffrey Bohn, apparently of @swissre. Guess no surprise that the insurance/reinsurance industry harbors this kind of sophistication. Someone get one of these people to write a book. Every bullet point was 🔥🔥🔥.https://twitter.com/JLPlante/status/1089835139230765056 …

      zeynep tufekci added,

      JLPlante @JLPlante
      “If you don’t build more adaptive systems, you’re going to miss out on the big industrial changes.” Jeffrey Bohn @SwissRe redefining risk #AMLD2019 pic.twitter.com/acRUaaaqYa
      2 replies 21 retweets 44 likes
      Show this thread
    2. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      Also hi, “AI and China” panel without anyone (yet) bringing up the role of the state or the use of AI/ML for social control, censorship or surveillance. 😬🤷‍♀️#AMLD2019

      5 replies 6 retweets 46 likes
      Show this thread
    3. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      Social credit comes up, as the only thing remotely touching the giant undiscussed topic, and the only concrete thing I heard so far is that the narrative in the West is "unfair". Moving on, I guess. #AMLD2019

      3 replies 4 retweets 22 likes
      Show this thread
    4. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      I'll just put the HRW report about the use of big data methods in China to identify people to extrajudicially place in indefinite detention in camps here. These are potent technologies—and the research community has to keep all this in mind! #AMLD2019 https://www.hrw.org/news/2018/02/26/china-big-data-fuels-crackdown-minority-region …pic.twitter.com/lUmVAfyTzJ

      3 replies 43 retweets 73 likes
      Show this thread
    5. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      First pic, regular TensorFlow. Second pic, tf-encrypted: a python lib for privacy-preserving ML. This is the track that needs *all* the attention. ML community can’t control that its output will be used for good (it often won’t be) but it can develop tools that do good. #AMDL2019pic.twitter.com/SKu0G54pdq

      3 replies 14 retweets 57 likes
      Show this thread
    6. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      Now, a talk on federated machine learning. Love this track. *This* is stuff the “AI for good” people should work on: first, limit the massive harms on your own tools. The challenges of ML are bias, surveillance, potency at scale, interpretability—often in combination. #AMLD2019pic.twitter.com/SciUOlQ76H

      1 reply 34 retweets 77 likes
      Show this thread
    7. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      Because I keep having a typo in the hashtag, reposting. Here's a comparison between regular TensorFlow code and tf-encrypted—with privacy-preserving python lib addition. I'm constantly surprised how relatively small these research programs are given their importance. #AMLD2019pic.twitter.com/BTFkaC4Uff

      2 replies 15 retweets 34 likes
      Show this thread
    8. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      I love love love the idea of musical interludes at conferences. Plain awesome. #AMLD2019pic.twitter.com/xrRrAPAZKC

      3 replies 14 retweets 92 likes
      Show this thread
    9. zeynep tufekci‏Verified account @zeynep 28 Jan 2019

      Great talk on intelligence and machines by @Kasparov63 but I disagreed with a big chunk of it though I share his optimism but I arrive at it from very different path! It’s actually fun to disagree with a fellow optimist. Will add a few points to my talk tomorrow. 😀 #AMLD2019pic.twitter.com/nXXvxiOTZ0

      2 replies 6 retweets 56 likes
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    10. zeynep tufekci‏Verified account @zeynep 29 Jan 2019

      Cool presentation by @NicolasPapernot on machine learning security based on Saltzer and Schroeder principles. The security/privacy track at #AMLD2019 has been robust and the rooms are packed. (As I keep tweeting, this is super important for the research community to prioritize).pic.twitter.com/KfEFrwmnsO

      1 reply 8 retweets 27 likes
      Show this thread
      zeynep tufekci‏Verified account @zeynep 29 Jan 2019

      Almost talk time! Excited and honored to address the research community. 😀#AMLD2019pic.twitter.com/z4EALna0rr

      5:28 AM - 29 Jan 2019
      • 1 Retweet
      • 33 Likes
      • Blakeley H. Payne Applied Machine Learning Days Leila Delarive Sharada Mohanty Empowerment Foundation Aiki Labs, Public Benefit Corporation (PBC) mert gökçe mehtaprecepoglu dfk
      3 replies 1 retweet 33 likes
        1. New conversation
        2. zeynep tufekci‏Verified account @zeynep 29 Jan 2019

          Talk done! This slide is something I will write long-form. Bias in ML is a real issue if it reflects existing biases or choice of optimization targets, real solutions are not confined to ML. There are other, urgent research within-ML questions! #AMLD2019 (pic by @AnnUkhanova)pic.twitter.com/vz8SVMU6lc

          3 replies 22 retweets 96 likes
          Show this thread
        3. zeynep tufekci‏Verified account @zeynep 29 Jan 2019

          zeynep tufekci Retweeted Dylan Richard Muir  💉 💉 💉

          Detection *at scale* is a game changer, something that’s (already) restructuring the balance of power between people, corporations and governments. With that, bye #AMLD2019. Thank you for a great experience.https://twitter.com/dylanrmuir/status/1090268562369871875 …

          zeynep tufekci added,

          Dylan Richard Muir  💉 💉 💉 @DylanRMuir
          @zeynep at #AMLD2019 made great points about #ML and #AI surfacing and exploiting #biases that we are not even aware of — because we had no way to identify them at scale. pic.twitter.com/NUt3N5YQL5
          Show this thread
          1 reply 7 retweets 17 likes
          Show this thread
        4. End of conversation
        1. Thanasis Ladopoulos‏ @A_Ladopoulos 29 Jan 2019
          Replying to @zeynep

          Great thank you @zeynep

          0 replies 0 retweets 1 like
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