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OK Computer WXG, 25/09/15

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Peter Gasston C.T. at +rehabstudio @stopsatgreen broken-links.com

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Artificial Intelligence is becoming very good, very quickly.

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How deep learning works

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Now the AIs are coming for your job.

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Is your job at risk? Abstractions People Pictures Words Numbers Routine Variety You’re alright Get nervous Bye Bye

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@stopsatgreen A shallow magnitude 4.7 earthquake was reported Monday morning five miles from Westwood, California, according to the U.S. Geological Survey. The temblor occurred at 6:25 a.m. Pacific time at a depth of 5.0 miles.

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@stopsatgreen Kitty couldn’t fall asleep for a long time. Her nerves were strained as two tight strings, and even a glass of hot wine, that Vronsky made her drink, did not help her. Lying in bed she kept going over and over that monstrous scene at the meadow.

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@stopsatgreen

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@stopsatgreen One in five of us could be out of work.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen –Travis Gertz “The work we produce is repeatable and predictable. It panders to a common denominator. We build buckets and templates to hold every kind of content, then move on to the next component of the system. Digital design is a human assembly line.”

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Is your job at risk? Abstractions People Pictures Words Numbers Routine Variety You’re alright Get nervous Bye Bye

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@stopsatgreen

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@stopsatgreen – Wired “[muScalpel] successfully transplanted a video coding format from one media player to another. It took the automated system 26 hours to complete the transplant, while VLC's manual addition of the code happened over a period of 20 days.”

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@stopsatgreen – MIT news “Helium is a system that revamps and fine- tunes code without ever needing the original source, in a matter of hours or even minutes.”

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@stopsatgreen AI can’t do our job, but it can do bits of our job.

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@stopsatgreen – Travis Gertz “While we’ve been streamlining our processes and perfecting our machine-like assembly techniques, others have been watching closely and assembling their own machines. We’ve designed ourselves right into an environment ripe for automation.”

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@stopsatgreen

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@stopsatgreen – Travis Gertz “We need to be better than the machines. It’s time to step up and design with heart.”

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@stopsatgreen

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@stopsatgreen – Cameron Moll “Mastery of creation and composition is much more important than mastery of tools.”

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@stopsatgreen – Andrew Ng “We need to enable a lot of people to do non- routine, non-repetitive tasks. Teaching innovation and creativity could be one way to get there.”

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@stopsatgreen We should welcome the benefits of AI into our builds.

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@stopsatgreen – Cennydd Bowles “AI is becoming a cornerstone of user experience. This is going to be interesting (read: difficult) for designers.”

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@stopsatgreen visual motion interaction experience service emotion design intelligence

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@stopsatgreen – Cennydd Bowles “We’ll have to create frameworks / scaffolds / templates for AIs to deliver output through. These scaffolds may be sonic, tactile, and linguistic as well as visual.”

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@stopsatgreen Much of The Grid’s featureset is repackaged existing tech.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen We can use AI to provide better services to our users.

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@stopsatgreen Artificial Intelligence is becoming very good, very quickly. Artificial Intelligence is becoming very available, very quickly.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen The more you train deep learning systems, the better they get.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen At a certain point your users’ expectations will be raised.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Natural language processing is the ‘killer app’ of deep learning.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen The real advantage of AI is in conversation.

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@stopsatgreen Machine: hi, this is from helpdesk connect, what can i help you with today? Human: hi, i forgot my password. can you tell me how i can recover it? Machine: i’ll need to verify who it is at that machine. can we do a hangout? Human: yes Machine: Human: cool, i am good now

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@stopsatgreen

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@stopsatgreen –Kyle Dent “A conversation is a sequence of turns where each utterance follows from what’s already been said and is relevant to the overall interaction. Dialog systems must maintain a context over several turns.”

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@stopsatgreen Virtual assistants are everybody’s new jam.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Conversation doesn’t need to be vocal, but it helps.

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@stopsatgreen Making computers talk is easy.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Making computers listen is easy… now.

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@stopsatgreen Since 2012 Google’s voice recognition error rate has dropped from 26% to 8%.

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@stopsatgreen 10% of Baidu search queries are by voice. That’s approx. 500m per day.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen !

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@stopsatgreen Making computers understand is hard. But possible.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen From GUI to CUI.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Conversational UI is an idea whose time has come.

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@stopsatgreen intelligence visual motion interaction experience service emotion design conversation

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@stopsatgreen Old problems still apply to
 new interaction models.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Bollocks.

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@stopsatgreen The ready availability of deep learning happened so quickly that we barely realised.

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@stopsatgreen AI is improving rapidly. AI will take some jobs. AI can’t create like people. AI can make your work better.

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@stopsatgreen @stopsatgreen