Grace Hopper Conference Opening Keynote
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Transcript of Grace Hopper Conference Opening Keynote
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Machine Intelligence: A Startup Adventure
Hilary Mason
@hmason
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Good morning!
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Technology is changing.
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(and people stay the same)
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Machine Intelligence.
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By Gene Kogan, based on the paper by Gatys, Ecker, Bethge.
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@pentametron
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Data products are everywhere.
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(it’s boring)
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Rules- based Creative
Repetitive
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Why now?
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Affordable computation.
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Algorithms.
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Data!!
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And we are just at the beginning!
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[robot dog?]
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None of this is entirely new.
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[slides to come]
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What it means to be a Computer Scientist is changing.
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math &stats
code
communication
nerds
nerds
nerds
awesomenerds!
Data science:
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Predicting the future is hard.
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Where does innovation come from?
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Academia
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Enterprise!
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Startups.
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The System is Complex.
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you
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you
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Creating an organization is just deploying a different kind of infrastructure.
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We focus on innovation opportunities through data and
algorithms.
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Academic ResearchStartups
Established Companies
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The biggest opportunities might surprise you.
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What makes a machine intelligence technology ‘interesting’?
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1) a theoretical breakthrough
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2) a change in economics
http://www.mkomo.com/cost-per-gigabyte
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3) a capability becomes a commodity
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WTF??
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4) new data is available
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4b) data is made useful
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We create reports and prototypes around each emerging capability,
and give advice.
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papers + prototypes
“nerd friends”
growth
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Working with a broad set of companies leads us to generally
appealing applications.
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Efficient models for learning from streams of data as they are
generated.
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[caution]
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What’s next?
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You’re building the future. Please build the one you want to live in.
¯\_(ツ)_/¯
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Photo & Project Credits
• NASA’s Marshall Space Flight Center, http://luvit.me/1Oown6H
• Pentametron, by Ranjit Bhatnagar, https://twitter.com/pentametron
• StyleNet paper by Gatys, Ecker, Bethge http://arxiv.org/abs/1508.06576
• Hand on smartphone, www.japanexperterna.se/?attachment_id=3068
• Sunflower by Raffaele Camardella, http://luvit.me/1LISN1T
• Magic Rabbit by Jenn and Tony Bot, http://upvot.es/1MnLp6u
• ProPublica Surgeon Scorecard, https://projects.propublica.org/surgeons/
• Google Deep Dream, https://github.com/google/deepdream