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OK Computer [London Web Standards]

9d9f17e37b751b9f83081ba3dd44bab4?s=47 Peter Gasston
November 16, 2015

OK Computer [London Web Standards]

9d9f17e37b751b9f83081ba3dd44bab4?s=128

Peter Gasston

November 16, 2015
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  1. OK Computer London Web Standards, 16/11/15

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

  3. @stopsatgreen

  4. @stopsatgreen

  5. @stopsatgreen

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  9. @stopsatgreen

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

  11. How deep learning works Input Input Output Classification

  12. How deep learning works

  13. @stopsatgreen

  14. @stopsatgreen

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

  16. Is your job at risk? Abstractions People Pictures Words Numbers

    Routine Variety You’re alright Get nervous Bye Bye
  17. @stopsatgreen

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

    automated.
  19. @stopsatgreen

  20. @stopsatgreen

  21. @stopsatgreen

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  24. @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.
  25. Is your job at risk? Abstractions People Pictures Words Numbers

    Routine Variety You’re alright Get nervous Bye Bye
  26. @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.
  27. @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.
  28. @stopsatgreen A.I. can’t do our jobs, but it can do

    bits of our jobs.
  29. @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.
  30. @stopsatgreen

  31. @stopsatgreen Creativity is a tool
 that we can use.

  32. @stopsatgreen

  33. @stopsatgreen

  34. @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.
  35. @stopsatgreen

  36. @stopsatgreen AI is a tool we can use to provide

    better services to
 our customers.
  37. @stopsatgreen – Cennydd Bowles A.I. is becoming a cornerstone of

    user experience. This is going to be interesting (read: difficult) for designers.
  38. @stopsatgreen visual motion interaction experience service emotion design intelligence

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

    Intelligence is becoming very available, very quickly.
  40. @stopsatgreen

  41. @stopsatgreen

  42. @stopsatgreen

  43. @stopsatgreen

  44. @stopsatgreen

  45. @stopsatgreen Deep learning systems get better with training.

  46. @stopsatgreen

  47. @stopsatgreen

  48. @stopsatgreen

  49. @stopsatgreen Quite soon your users’ expectations will be raised.

  50. @stopsatgreen

  51. @stopsatgreen

  52. @stopsatgreen

  53. @stopsatgreen

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  55. @stopsatgreen

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

  57. @stopsatgreen

  58. @stopsatgreen

  59. @stopsatgreen

  60. @stopsatgreen

  61. @stopsatgreen

  62. @stopsatgreen A.I. excels at conversation.

  63. @stopsatgreen

  64. @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.
  65. @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
  66. @stopsatgreen Virtual assistants are everybody’s new jam.

  67. @stopsatgreen

  68. @stopsatgreen

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

  70. @stopsatgreen Making computers talk is easy.

  71. @stopsatgreen

  72. @stopsatgreen

  73. @stopsatgreen Making computers listen
 is easy… now.

  74. @stopsatgreen Since 2012 Google’s voice recognition error rate has dropped

    from 26% to 8%.
  75. @stopsatgreen 10% of Baidu search queries are by voice. That’s

    approx. 500m per day.
  76. @stopsatgreen

  77. @stopsatgreen

  78. @stopsatgreen !

  79. @stopsatgreen Making computers understand is hard. But possible.

  80. @stopsatgreen

  81. @stopsatgreen

  82. @stopsatgreen

  83. @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.
  84. @stopsatgreen

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  90. @stopsatgreen NLP enables a shift
 from GUI to CUI.

  91. @stopsatgreen

  92. @stopsatgreen

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

  98. @stopsatgreen

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  101. @stopsatgreen

  102. @stopsatgreen intelligence visual motion interaction experience service emotion design conversation

  103. @stopsatgreen Old problems still apply to
 new interaction models.

  104. @stopsatgreen

  105. @stopsatgreen

  106. @stopsatgreen

  107. @stopsatgreen Bollocks.

  108. @stopsatgreen The ready availability of deep learning happened so quickly

    that we barely realised.
  109. @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.
  110. @stopsatgreen @stopsatgreen