OK Computer [London Web Standards]

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OK Computer London Web Standards, 16/11/15

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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

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

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How deep learning works Input Input Output Classiﬁcation

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How deep learning works

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Now A.I. is 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

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@stopsatgreen One in five of us could see  our roles automated.

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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 –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 – 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 A.I. can’t do our jobs, but it can do bits of our jobs.

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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 Creativity is a tool  that we can use.

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@stopsatgreen

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@stopsatgreen

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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

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@stopsatgreen AI is a tool we can use to provide better services to  our customers.

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@stopsatgreen – Cennydd Bowles A.I. 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 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 Deep learning systems get better with training.

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen Quite soon 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 The ‘killer app’ of A.I. is  natural language processing.

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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 A.I. excels at conversation.

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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 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 Virtual assistants are everybody’s new jam.

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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 Show me hotels in san francisco for tomorrow that are less than $300 but not less than $200, are pet friendly, have a gym and a pool, with 3 or 4 stars, staying for 2 nights, and don't include anything that doesn't have air conditioning.

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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 NLP enables a shift  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

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@stopsatgreen

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@stopsatgreen

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@stopsatgreen

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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

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

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@stopsatgreen @stopsatgreen