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.
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An AI Bot will Build and Run your next site… eventually
- 1. An AI Bot will Build and Run your next site… eventually Ronald Ashri - @ronald_istos technical strategy director - @DeesonAgency
- 2. • what is AI / machine learning • a note on technological progress • how is web development changing • what you should do next
- 4. an agent-based view of AI that is helpful for building things
- 5. An agent is anything that can perceive the environment through sensors and act on the environment through effectors.
- 6. reactive agents a chatbot receives a message: “Hello - how are you?” and replies with “Doing good! How about your fine self?”
- 7. proactive goal- oriented agents “Hey Ron! You will not BELIEVE what happened today” “Click here to get all the details”
- 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. 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. 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
- 14. a story about chess boards
- 15. 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
- 16. we are 32 doublings in - moving in the second half of the chessboard
- 17. interconnected
- 19. big data
- 20. 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
- 21. so how does all this impact web development?
- 22. what problem are we trying to solve?
- 23. build websites!
- 24. nobody needs a stinkin’ website.
- 25. people need solutions to their problems. find clients hire people sell widgets entertain
- 26. what if we could solve all these problems without websites.
- 27. we are faced with 2 questions 1. do we need a website? 2. if we do need a website how will it be built?
- 28. do we need a website?
- 29. As a user I want to find out where your business is
- 30. As a user I want to find out where your business is
- 31. As a user I want to find out where your business is
- 32. As a user I want to find out where your business is
- 33. As a user I want to find out where your business is
- 34. As a user I want to find out where your business is alexa where is deeson agency?
- 36. As a user I want to book a flight
- 37. As a user I want to book museum tickets
- 38. devices are changing smaller, bigger, moving, static, hidden
- 39. interfaces are changing voice, motion- detection, text-entry
- 40. we can understand the user in ways we never did before
- 41. websites become part of a much bigger picture
- 42. if we do need a web presence how will we built it?
- 45. grid.io / firedrop / b12
- 46. Adobe Sensei
- 47. Acquia Lift
- 51. what now?
- 52. embrace the multitude of interfaces
- 53. don’t sell websites. sell solutions to problems.
- 54. 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
- 55. change is inevitable. we can either ignore it or face it head on. change is also opportunity.
- 56. An AI Bot will Build and Run your next site… eventually Ronald Ashri - @ronald_istos technical strategy director - @DeesonAgency