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How UX helps developers build artificial intelligence
Clara Kliman-Silver | UXPA 2017 | @cklimansilver
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https://www.amazon.com/Amazon-Echo-And-Alexa-Devices
http://www.bostondynamics.com/robot_Atlas.html
https://www.wired.com/wp-content/uploads/2016/12/wired_meet-the-blind-m
an-who-convinced-google-its-self-driving-car-is-finally-ready-1.jpg
https://blogs-images.forbes.com/gregsatell/files/2016/09/Artificial-intelligence-
elon-musk-hawking-Wikimedia-Commons.jpg
https://en.wikipedia.org/wiki/Reinforcement_learning
https://en.wikipedia.org/wiki/Artificial_neural_network
Programming
language
System
Architecture
GUI Output+ =
Inkling Language
AI Engine
Web UI or CLI Model+ =
Inkling Language
AI Engine
Web UI or CLI Model+ =
avoid_ghosts
eat_pellets
https://en.wikipedia.org/wiki/Pac-Man#/media/File:Pacman-cutscene.png
How do we design for
developer tools?
https://cdn.pixabay.com/photo/2016/11/19/22/52/coding-1841550_960_720.jpg
https://en.wikipedia.org/wiki/Silicon_Valley_(TV_series)#/media/File:
Silicon_valley_title.png
https://www.google.com/gmail/about/images/themes1.jpg
http://marketplace.eclipse.org/sites/default/files/eclipse-color-them
e-with-rainbowdrops_1.png
Inkling Language
AI Engine
Web UI or CLI Model+ =
Code Ownership
“I need to understand as much as
possible before I start coding.”
“I learn best by trying things out and
only look at the docs when I get stuck.”
Guides & tutorials
Code samples/forums/Github/none
Forums, other forms
of docs as necessary
http://media2.s-nbcnews.com/i/MSNBC/Components/Video/__NEW/
nn_09bwi_ikea_131112.jpg
Inkling
AI Engine
Web UI or CLI Usable Model+ =
http://marketplace.eclipse.org/sites/default/files/eclipse-color-them
e-with-rainbowdrops_1.png
developer tools ≠ usable
“I want to know everything about AI.” “AI is magic. I just want to do my job.”
https://pixabay.com/en/characters-profile-pictures-2029373/
Inkling
AI Engine
Web UI or CLI Usable Model+ =
Inkling
AI Engine
Web UI or CLI Usable Model+ =
11:34 am
Training is complete! Check out your AI at
bons.ai/myAI
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Demystifying Magic: How UX Research Enables Developers to Build Artificial Intelligence

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