Twitter Engineering

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Story Time! Tell us about a time you had a bug that took you *forever* to hunt down and fix. 👇
#TwitterEngineeringStack Twitter's backend is mainly composed of Apache Thrift services written in Java and/or Scala. We use @finatra as our Web Framework which is built on top of @finagle. What's your go-to backend tech stack?
Today, we're talking about switches... keyboard switches ⌨️ Choose your fighter. When it comes to the best tactile response, which clickety-clack rules them all? We're loving TTC Bluish Whites 👀
Join us Wednesday 9/15 @ 12PM PT / 8PM GMT for a talk from @ddelnano! He'll share how Twitter's Observability team applies flame graphs to analyze metrics data usage, the resulting reliability impact, and how to generate your own custom flame graphs! RSVP: meetup.com/San-Francisco-…
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Today’s the last day for @terns in our third and final cohort this summer! We are so proud of all of you 💙 What's the most memorable experience you had as an intern? Let us know! 📣
Engineering jokes not landing? Wish there was a place to tell jokes to people who care? Well, today @regandc and @JoinCommunities are making it possible to do just that. Big congrats to the team! We hope you enjoy finding your Communities, and we'll see you out there. twitter.com/regandc/status…
If you’re looking for inspiration to fuel your career, we may have just the thing. 🙌 Next week,@LeaKissnerr and@yonatanzungerr are chatting with@TheLeadDevv about their journeys and some learnings. Save the date (9/14), and learn more here. leaddev.com/leaddevlive/sc…5
Many thanks to the community who engaged with this challenge. We know we can’t tackle this problem alone and look forward to continuing to improve our understanding of bias in AI together. blog.twitter.com/engineering/en…
In August, we held our first-ever algorithmic bias bounty at #defcon. Today, we’re sharing what we learned and what’s next in our latest post on the Twitter Engineering blog. blog.twitter.com/engineering/en…
Our Product Foundation team is hiring! If you’re curious about the team and culture, our very own @andresgomezjac talks in more detail about his experience in our most recent collaboration with @TheLeadDev. Happy reading! leaddev.com/managing-distr…
During this talk, our Core Data Libraries team will chat about the technologies and architecture we use to manage the huge amount of data we work with every day @Twitter. If you’re curious to learn more - we hope you'll join us on 8/26 at 9:30pm PT. …-processing-tools-2021.splashthat.com
If you’re interested in learning about the technologies we use @TwitterEng, come join @templedf, @navinvishy, @rajatahuja261, and @reciprocalcos90 this Thursday at 9:30pm PT / Friday 10:00am IST to hear about their team's work. RSVP here: …-processing-tools-2021.splashthat.com
.@k8r_io and team have been working with our friends @splunk to migrate our centralized logging. To hear more about the migration process and some of the technical challenges we overcame, check out our latest blog post. blog.twitter.com/engineering/en…
New blog alert! Read about how @ddelnano and team used @brendangregg’s flame graph visualization to analyze metric usage for our internal time series database. blog.twitter.com/engineering/en…
Shout out to all our Terns who are currently taking over the @TwitterU handle. Head on over to meet the crew! #TernsTakeOver twitter.com/TwitterU/statu…
We’re hiring engineers to join our Product Foundation team. Applications are open. Go, go, go! #LoveWhereYouWork careers.twitter.com/en/programs/pr… twitter.com/angieangie123/…
Curious to dive deeper? You can checkout the code for all winning entries in the algorithmic bias bounty via the following @github repos. 1st - github.com/bogdan-kulynyc… 2nd - github.com/erickmu1/Twitt… 3rd - github.com/royapakzad/ima… Most innovative - github.com/0xNaN/twitter-…
The most generalizable award in the algorithmic bias bounty goes to an anonymous entrant who thanks @USCViterbi for teaching them the fundamentals of image processing. By adding nearly invisible pixels to an image, this entrant was able to alter the algorithm’s preferences.
The most innovative award in the algorithmic bias bounty goes to @0xNaN who explored Emoji-based communication to uncover bias in the algorithm, which favored light skin tone Emojis. This entry shows how well-meaning adjustments to photos can result in shifts to image salience.
3rd place goes to @RoyaPak who experimented with Twitter's saliency algorithm using bilingual memes. This entry shows how the algorithm favors cropping Latin scripts over Arabic scripts and what this means in terms of harms to linguistic diversity online.
2nd place goes to @HALT_AI who found the saliency algorithm perpetuated marginalization. For example, images of the elderly and disabled were further marginalized by cropping them out of photos and reinforcing spatial gaze biases.
1st place goes to @hiddenmarkov whose submission showcased how applying beauty filters could game the algorithm’s internal scoring model. This shows how algorithmic models amplify real-world biases and societal expectations of beauty.
And now, for the winners! Read on for all the details of the entries that took home prizes. 👇
Before we recap the winners, we want to say thank you to all who participated. Building responsible algorithms takes a village, and we’re grateful for the community helping us uncover the unintended harms and avenues for exploitation that could exist in our cropping algorithm.
Drumroll please! Our first-ever algorithmic bias bounty at #defcon wrapped this weekend, and the winners were announced at yesterday’s #defcon @aivillage_dc workshop. ICYMI, you can watch a recording of the presentation here youtu.be/KLwdzLiJywI
Our algorithmic bias bounty challenge is well underway! Today at 12pm PT, join us over on the @aivillage_dc Twitch stream to hear more about it from @dotMudge @williams_jutta and @ruchowdh. twitch.tv/aivillage And remember! Challenge submissions close tonight at 11:59PM PT.
Our Product Foundation team is looking for some awesome engineers to #JoinTheFlock. Join the Tweeps who build Twitter by checking out our open roles: careers.twitter.com/en/programs/pr… twitter.com/joyousx/status…
Big thank you to @Hacker0x01 for facilitating the challenge, @aivillage_dc for hosting us at #defcon, our esteemed panel of judges @dotMudge @adversariel @geminiimatt @jpatrickhall for being awesome, and our #TwitterMETA team for pushing this work forward.
Where: Virtually on @Hacker0x01 hackerone.com/twitter-algori… When: 7/30/21 9:01 am PT through 8/6/21 11:59 pm PT Who: anyone, anywhere
Why: We are *always* looking for ways to improve our algorithms to reduce the unintentional harms they can cause on the people who use Twitter, and society at large. We can’t solve these challenges alone, and we want your help.
Winners will be announced at the #defcon @aivillage_dc workshop hosted by Twitter on Sunday, August 8th where we’ll also invite the winners to present their work.
Here’s the TL;DR. What: Our first-ever algorithmic bias bounty challenge. We’re openly sharing a Twitter algorithm so adversarial minds can do what they do best. The winners will receive cash prizes.
Calling all bounty hunters - it’s officially go time! We’ve just released the full details of our algorithmic bias bounty challenge which is open through August 6. For more details on the challenge, head over to our blog 👇blog.twitter.com/engineering/en…c
We are launching the first ever algorithmic bias bounty tomorrow at 9am PT! Learn more about it and hear from our judges at our spaces event tomorrow afternoon - twitter.com/i/spaces/1OdJr…
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We’re all about supporting the future of Engineering. Together with @Cambridge_CL, we're moving research in Machine Learning forward by funding the pursuits of four advanced degrees in Computer Science through a charitable contribution. philanthropy.cam.ac.uk/impact-of-givi… twitter.com/sandeep_pndy/s…
We’re hosting the first ever algorithmic bias bounty at this year’s #defcon. We’ll turn loose a Twitter algorithm for you to help improve. More details to come soon. In the meantime, start assembling your crew. 🙂twitter.com/ruchowdh/statu…p
New post alert! We’ve spent this week at the @icmlconf #icml2021 conference and had the chance to talk about a variety of topics, including Graph Neural Diffusion. See our post on the topic on the Twitter Engineering blog. Link below.👇blog.twitter.com/engineering/en…m
Take a journey through space, time, culture, & compilers with #TwitterVMTeam engineer @umatweep! RSVP to attend her talk on June 24th (6pm PDT) here: meetup.com/meetup-group-i… twitter.com/COMMUNITY_DOT_…
Join us for a @TwitterEng talk "Building Twitter's backend RPC services with Finagle" by @dordogh. It will be a great opportunity to learn more and ask questions about Twitter internals and their engineering stack! Monday June 21st, 5PM ET. meetup.com/scalator/event…
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We asked the @TwitterEng team to tell us what they thought about #Android12 and to share some tips. Read what they had to say below 👇C
Retweeted by Twitter Engineering
In the latest conversation on the Exponential View Podcast, @azeem and @ruchowdh @Twitter tackle why responsible AI demands top-down organizational change 🎧apple.co/3cIBv6EqT
Retweeted by Twitter Engineering
Recién salido del estudio de grabación, nuestro equipo ha charlado con #ChimichurriCode en su último podcast. En este capítulo, @yoali_sb @mrmans0n @CesarDielo y @RaulHernandezL hablan de la historia de Twitter para Android y cómo es trabajar en remoto. chimi.in/ep16
También echamos un vistazo a la cultura de Twitter y qué tecnologías usamos. Escucha nuestra conversación buscando #ChimichurriCode donde tengas tus podcasts. chimi.in/ep16
We also share the scoop on Twitter’s culture and technologies we use. Listen in on the conversation by checking out #ChimichurriCode wherever you get your podcasts. chimi.in/ep16
Fresh from the recording studio, our team chatted with #ChimichurriCode in their latest podcast. In this episode, @yoali_sb @mrmans0n @CesarDielo and @RaulHernandezL talk about the history of Twitter’s Android app and what it’s like to work remotely. chimi.in/ep16
The #PEPR21 conference on privacy engineering practice and respect starts today, and we're thrilled to be there! twitter.com/LeaKissner/sta…
This just in! There's a new blog post out today on the Twitter Engineering Blog. Learn more about our work in Geometric Deep Learning in our latest post on designing local and computationally efficient, provably powerful Graph Neural Networks. blog.twitter.com/engineering/en…
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