OK Computer [FOWA]

OK Computer FOWA, 07/10/15

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

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

How deep learning works Input Input Output Classiﬁcation

How deep learning works

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@stopsatgreen Now A.I. is coming for your job.

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

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

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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.”

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

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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.”

@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.”

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

@stopsatgreen The future of web apps  is partly automated.

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

@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.”

@stopsatgreen We should use A.I. to our own benefit.

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

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

@stopsatgreen visual motion interaction experience service emotion design intelligence

@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.”

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

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Watson tech stack BLUEMIX WATSON NODE.JS WWW

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

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

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@stopsatgreen The ‘killer app’ of A.I. is natural language understanding.

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@stopsatgreen A.I. excels at conversation.

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@stopsatgreen Machine: hi, this is <name> 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: <a hangout ensues> Human: cool, i am good now

@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.”

@stopsatgreen Virtual assistants are everybody’s new jam.

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

@stopsatgreen Making computers talk is easy.

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@stopsatgreen Making computers listen is easy… now.

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

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

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@stopsatgreen !

@stopsatgreen Making computers understand is hard. But possible.

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@stopsatgreen (A) Future of Web Apps:  From GUI to CUI.

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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

@stopsatgreen Old problems still apply to  new interaction models.

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@stopsatgreen Bollocks.

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

@stopsatgreen A.I. is improving rapidly. A.I. will take some jobs.
A.I. can’t create like people. A.I. can improve your work.

@stopsatgreen @stopsatgreen

OK Computer [FOWA]

OK Computer [FOWA]

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