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An AI Bot will Build and
Run your next site…
eventually
Ronald Ashri - @ronald_istos
technical strategy director - @Deeson...
• what is AI / machine learning
• a note on technological
progress
• how is web development
changing
• what you should do ...
What is Artificial
Intelligence?
an agent-based view of
AI that is helpful for
building things
An agent is anything that can
perceive the environment
through sensors and act on the
environment through effectors.
reactive agents
a chatbot receives a message:
“Hello - how are you?”
and replies with
“Doing good! How about your fine sel...
proactive goal-
oriented agents
“Hey Ron! You will not BELIEVE what happened today”
“Click here to get all the details”
learning agents
“Hey Ron! You will not BELIEVE what happened today”
“Click here to get all the details”
“…”
“Hey Ron. Clic...
autonomous agents -
motivation
Motivations:
• Increase user engagement
Goals
• Get user to read news
• Get user to subscri...
autonomous agents -
motivation
Motivations:
• Increase user engagement
• Increase ad income
Goals
• Get user to read news
...
technological progress
exponential &
interconnected
exponential rate of
change
a story about chess
boards
1024 2048 4096 8192 16384 32768
65536 131072 262144 524288
1 048 576
2 097 152
4 194 304
8 388 608
16 777 216
33 554 432
6...
we are 32 doublings in -
moving in the second
half of the chessboard
interconnected
cheap parallel computation
big data
better algorithms
We trained a large, deep convolutional neural network to classify the 1.2
million high-resolution images...
so how does all this
impact web
development?
what problem are we
trying to solve?
build websites!
nobody needs a stinkin’
website.
people need solutions
to their problems.
find clients
hire people
sell widgets
entertain
what if we could solve
all these problems
without websites.
we are faced with 2
questions
1. do we need a
website?
2. if we do need a
website how will it
be built?
do we need a website?
As a user I want to find
out where your
business is
As a user I want to find
out where your
business is
As a user I want to find
out where your
business is
As a user I want to find
out where your
business is
As a user I want to find
out where your
business is
As a user I want to find
out where your
business is
alexa where
is deeson
agency?
dedicated marketplaces
As a user I want to
book a flight
As a user I
want to
book
museum
tickets
devices are changing
smaller, bigger,
moving, static, hidden
interfaces are changing
voice, motion-
detection, text-entry
we can understand the
user in ways we never
did before
websites become part
of a much bigger
picture
if we do need a web
presence how will we
built it?
dedicated SaaS tools
wix ai-based design
grid.io / firedrop / b12
Adobe Sensei
Acquia Lift
Ad design &
management
logo design -
markmaker
automated
content
creation
what now?
embrace the multitude
of interfaces
don’t sell websites. sell
solutions to problems.
new professions will
emerge
• data scientist
• machine learning expert
• bot designer
• conversation writer
• chief listen...
change is inevitable.
we can either ignore it
or face it head on.
change is also
opportunity.
An AI Bot will Build and
Run your next site…
eventually
Ronald Ashri - @ronald_istos
technical strategy director - @Deeson...
An AI Bot will Build and Run your next site… eventually
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An AI Bot will Build and Run your next site… eventually

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We look at how AI will change web development and how that change is going to come quicker than we think and then talk about some options of what will happen next.

Published in: Technology
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An AI Bot will Build and Run your next site… eventually

  1. 1. An AI Bot will Build and Run your next site… eventually Ronald Ashri - @ronald_istos technical strategy director - @DeesonAgency
  2. 2. • what is AI / machine learning • a note on technological progress • how is web development changing • what you should do next
  3. 3. What is Artificial Intelligence?
  4. 4. an agent-based view of AI that is helpful for building things
  5. 5. An agent is anything that can perceive the environment through sensors and act on the environment through effectors.
  6. 6. reactive agents a chatbot receives a message: “Hello - how are you?” and replies with “Doing good! How about your fine self?”
  7. 7. proactive goal- oriented agents “Hey Ron! You will not BELIEVE what happened today” “Click here to get all the details”
  8. 8. learning agents “Hey Ron! You will not BELIEVE what happened today” “Click here to get all the details” “…” “Hey Ron. Click here for the latest news” “…’ “Dear Ronald, all the things you need to know here.” “…” “My masters will delete me if you don’t click here.” “Oh, ok…”
  9. 9. autonomous agents - motivation Motivations: • Increase user engagement Goals • Get user to read news • Get user to subscribe to newsletter • Get user to sign-up to Facebook page
  10. 10. autonomous agents - motivation Motivations: • Increase user engagement • Increase ad income Goals • Get user to read news • Get user to subscribe to newsletter • Get user to sign-up to Facebook page • Get user to click on ad
  11. 11. technological progress exponential & interconnected
  12. 12. exponential rate of change
  13. 13. a story about chess boards
  14. 14. 1024 2048 4096 8192 16384 32768 65536 131072 262144 524288 1 048 576 2 097 152 4 194 304 8 388 608 16 777 216 33 554 432 67 108 864 134 217 728 268 435 456 536 870 912 1 073 741 824 2 147 483 648 4 294 967 296 274 877 906 944
  15. 15. we are 32 doublings in - moving in the second half of the chessboard
  16. 16. interconnected
  17. 17. cheap parallel computation
  18. 18. big data
  19. 19. better algorithms We trained a large, deep convolutional neural network to classify the 1.2 million high-resolution images in the ImageNet LSVRC-2010 contest into the 1000 different classes. On the test data, we achieved top-1 and top-5 error rates of 37.5% and 17.0% which is considerably better than the previous state-of-the-art. The neural network, which has 60 million parameters and 650,000 neurons, consists of five convolutional layers, some of which are followed by max-pooling layers, and three fully-connected layers with a final 1000-way softmax. To make training faster, we used non-saturating neurons and a very efficient GPU implementation of the convolution operation. To reduce overfitting in the fully-connected layers we employed a recently-developed regularization method called “dropout” that proved to be very effective. We also entered a variant of this model in the ILSVRC-2012 competition and achieved a winning top-5 test error rate of 15.3%, compared to 26.2% achieved by the second-best entry ImageNet Classification with Deep Convolutional Neural Networks
  20. 20. so how does all this impact web development?
  21. 21. what problem are we trying to solve?
  22. 22. build websites!
  23. 23. nobody needs a stinkin’ website.
  24. 24. people need solutions to their problems. find clients hire people sell widgets entertain
  25. 25. what if we could solve all these problems without websites.
  26. 26. we are faced with 2 questions 1. do we need a website? 2. if we do need a website how will it be built?
  27. 27. do we need a website?
  28. 28. As a user I want to find out where your business is
  29. 29. As a user I want to find out where your business is
  30. 30. As a user I want to find out where your business is
  31. 31. As a user I want to find out where your business is
  32. 32. As a user I want to find out where your business is
  33. 33. As a user I want to find out where your business is alexa where is deeson agency?
  34. 34. dedicated marketplaces
  35. 35. As a user I want to book a flight
  36. 36. As a user I want to book museum tickets
  37. 37. devices are changing smaller, bigger, moving, static, hidden
  38. 38. interfaces are changing voice, motion- detection, text-entry
  39. 39. we can understand the user in ways we never did before
  40. 40. websites become part of a much bigger picture
  41. 41. if we do need a web presence how will we built it?
  42. 42. dedicated SaaS tools
  43. 43. wix ai-based design
  44. 44. grid.io / firedrop / b12
  45. 45. Adobe Sensei
  46. 46. Acquia Lift
  47. 47. Ad design & management
  48. 48. logo design - markmaker
  49. 49. automated content creation
  50. 50. what now?
  51. 51. embrace the multitude of interfaces
  52. 52. don’t sell websites. sell solutions to problems.
  53. 53. new professions will emerge • data scientist • machine learning expert • bot designer • conversation writer • chief listening officer • sustainability expert • … by definition we don’t know what they will be • universal basic income
  54. 54. change is inevitable. we can either ignore it or face it head on. change is also opportunity.
  55. 55. An AI Bot will Build and Run your next site… eventually Ronald Ashri - @ronald_istos technical strategy director - @DeesonAgency

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