This document discusses AI design and provides examples of AI integration. It covers: 1. The author's background working on AI projects including a personalized restaurant search app and deep learning training. 2. Examples of AI APIs used in applications including Google Speech API, Amazon Polly, and Microsoft Face API. 3. The concept of "AI design" which refers to designing user experiences that incorporate AI functionality in a seamless way. 4. The importance of user experience design (UXD) and emphasizing user needs when integrating AI into products and services.

1. AI "DESIGN"
Makoto Mori
Nomura Research Institute, Ltd.
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2. ▌
IT
IT
▌Arumon
▌ ( )
▌UXD / / AI / Python / JS
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3. 3

4. ▌
▌ May 16 - Jul. 25 (2016)
▌ btrax, Inc. ( )
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5. Sammy (AI Powered Personalized Restaurant Search App)
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Share to
50%9:41 AMSammy
SAMMY
American/Sandwiches
Marlowe
Food Service Atmosphere
Start (Step1) (Step2) Feedback
DB

6. DeepLearning
▌
▌ DeepLearning
▌ Apr. 11 - Jul. 4 (2017)
▌
‒ Numpy
‒ Autoencoders dA SdA
‒ CNN Data Augmentation Batch Normalization
‒ RNN LSTM NLP
‒ etc.
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7. Arumon
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▌ 15 5 6
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8. Arumon
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▌ 15 5 6
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スマホでかんたん投資
友達とはじめる投資アプリ

10. ▌
IT
IT
▌Arumon
▌ ( )
▌UXD / / AI / Python / JS
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AI DESIGN

12. AI DESIGN
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13. AI
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AI
AI
SF AI
AI ( AI)
AI
0→1
1→100 AI

14. 49%
35%
47%
NRI 2015
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( )
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17. "AI"
▌ API
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TensorFlow
(Google)
Speech API
(Google)
Face API
(Microsoft)
Hubot
(Heroku)
Amazon Polly
(Amazon)
AI

18. "AI"
▌GIJIMON
‒ Arumon
‒ Google Speech API
‒ DynamoDB
‒
Summpy Slack
‒
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XXXXXXX
XXXXXXX
DB
Recording
DB
Summarizing
Posting

19. "AI"
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Amazon
Dynamo DB
Business Airport
Arumon
members
Speaking
AWS
Lambda
Interne
t
Interne
t
Browser
Gijimon-
recorder
Arumon Slack
EC2
instance
文章要約API
Slackへ通知
Google Cloud Platform
形態素解析
Natural Language Processing
音声録音し、
Speech APIでテキスト化
Speech Streaming
Interne
t
リアルタイムな
テキスト化
テキスト化した
文字列を保存

20. "AI"
▌
‒ AI
‒
‒
‒ (UX)
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" "
" "

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0
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0
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AI DESIGN
" "

26. Recap
▌
‒ AI
‒ AI API
▌
‒ "AI"
‒ UX
――
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DESIGN

27. 27

28. What is "DESIGN"
▌
▌"DESIGN"
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Visual
設計工程 広告デザイン
UXD
DESIGN ≠ Design
DESIGN is not only Design

29. What is "DESIGN"
▌ 0 1
▌
‒
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LOGIC
DESIGN

30. vs
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31. 31
Why
――

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UX

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User eXperience

 UX UXD

34. UXD
▌
‒
▌
‒
▌UXD
‒
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35. Uber
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36. Uber
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37. Uber
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‒ " "
" "
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Why
――

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Why
――

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Sympathy


 Understanding Recognition
Empathy


 Experiencing Emotion

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▌
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Vision
Mission

45. ▌A computer in the hands of everyday people.
‒ Apple
▌Give people the power to build community
and bring the world closer together.
‒ Facebook
▌To provide access to the world’s information in one click.
‒ Google
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



47. COCD-Box
▌
‒
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(originality)
(feasibility)

48. ▌
‒ Prott POP
‒
▌ Needs Wants
‒
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Logical Needs
WantsDESIGN

49. Prott
▌What is
‒
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‒ Marvel POP
▌How to
‒ α
‒
‒
‒ Prott
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50. Sammy
▌
‒ (Paradox of Choise)
‒
‒ ( )
▌
‒ " " TinderUI
‒
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51. Recap
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52. 52

53. ▌
‒ UI / UX
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54. Noah
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スマホでかんたん投資
友達とはじめる投資アプリ

55. Arumon
▌ UX
‒ UX
▌
‒
▌ One Japan
‒ Arumon
▌
‒
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57. Recap
▌
‒ Arumon
‒ NRI
▌
‒
‒ DESIGN
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58. Thank you
and feel free to ask more.
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