We're a team of data scientists using the design process to help our clients do unique and useful things with data. Now a member of the @IDEO family!
Chicago, IL
Joined June 2010
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"Taking a human-centered approach to building relationships between AI and humans compels us to meet humans on their terms." @justinmassa explains why AI must earn our trust, rather than ask for it: ideo.to/bREroD via @qz
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We teach our machines every day: Voice assistants learn how to talk to us based on what we say to them, and navigation apps guide us based on the routes we take. But what if we could teach our machines more actively? Could AI learn what's important to us? ideo.to/euNoxP
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Join us tomorrow for a convo w/ "Dear Data" author @stefpos & policy #dataviz expert @jschwabish, hosted by @jessfreaner & @mstringer !meetup.com/Data-Science-Chic…
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Join us on 6/13 for an evening of Design & Data with @stefpos and @jschwabish, hosted by @jessfreaner. They'll share things they're working on, passionate about, and some cool projects that are about to launch! meetup.com/Data-Science-Chic…
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The Data Science Chicago meetup is BACK, tomorrow at 5pm with @heychrisbarr at @ideo! Topic: The State of Tech in the Art World. meetup.com/Data-Science-Chic…
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You, a journalist: "So, technologically speaking, how close are we to achieving Westworld?
Me, an actual AI researcher:
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“The upside to automation that no one talks about: It has the potential to make the future of work more creative.” —@tceb62 via @qz ideo.to/mrEK34
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Lots of exciting work to share today about #MusicVAE on the #Magenta blog: a full description, a JavaScript library built on @deeplearnjs, 3 browser-based apps to try it yourself, and examples galore!
g.co/magenta/music-vae
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Gloomy Sunday
Latest addition to @memotv’s ongoing ‘Learning to See’ project demonstrates a neural network powered realtime image translation framework, presenting possibilites for visual poetry
prostheticknowledge.tumblr.c…
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Faces and transformations by @frrmack ! xitter.cf/TTIVanguard/status/971…
The application for these "fake images" and mathematical manipulation is an augmentation of a creators' tools. In same way Photoshop can offload work from the creator allowing them to focus on creating. These tools could allow new types of creation. -Irmak Sirer #ttidesign
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Yessss! User-driven goals + personalized calibration = ML as augmentation. So much win when AI is treated like a tool instead of a product. xitter.cf/LearnWithOz/status/970…
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Our most recent paper on visualizing neural networks is one of the best thing I've ever done. distill.pub/2018/building-bl…
It qualitatively changes the questions we can ask. One basic example:
neuron 426 fired ~= useless
[floppy ear] fired = very interesting!
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Join us at @IDEO Munich on March 8th for a conversation about Augmented Intelligence with @deanmalmgren + @WeWork data scientist Carl Anderson @LeapingLlamas. RSVP: goo.gl/P4WudY
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Chicago Women In Machine Learning & Data Science is back and better with @IDEO! meetup.com/Chicago-Women-in-… March 5, spread the word! @wimlds @WiDS_Conference @chicagodata @DsAtweet
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Exciting news! AI4ALL is recruiting for its 2018 artificial intelligence summer camps focused on underrepresented high school students. Our camps teach AI in an inclusive, hands-on, fun environment. Spread the word and apply here! 6 campuses open in 2018 ai-4-all.org/education/
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There's a point to be made that a neural network for food classification that can classify Tide pods as "not food" has already reached superhuman capabilities
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Super excited to share my work from my last month at @thisismetis: fighting gerrymandering with data science. Let's save democracy with math!
gam.bingo/projects/#/fightin…
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Prevent models from breaking bad by making [ML] tools that augment machine learning engineers. Agree with @bigdata x 💯 oreilly.com/ideas/we-need-to…