最新 DX 推進論 / Latest DX Propulsion

2023年7月1日(土)、早稲田大学 ビジネス・ファイナンス研究センターによる「女性シニアリーダー育成プログラム」内にて使用したスライドです。

Transcript

1. {A female business person. Brunette. Cinematic lighting. High resolution painting by Zinaida Serebriakova | painting by Wassily Kandinsky} Generated by Stable Diffusion XL Beta DX ( ) DX — 2023-07-01 – p.1/39
2. DX (Digital Transformation) 180 AI DX DX DX — 2023-07-01 – p.2/39
3. ( ) SFC ( ) CSO (Chief Science Officer) 1993 ( ) 2006 ( ) SFC 22 P2P (Peer-to-Peer) 2011 ( ) 2018 2019 VR 2021.7 VR 2021.9 & VR 2022.3 2023 AI VR 2023.2-3 “POWER TO THE PEOPLE” VR&RPG 2023.5 “Don’t Be So Serious” → ( ) DX — 2023-07-01 – p.3/39
4. . . . ( ) 2018 1 2 2018 OK Google, Google ( ) Python ( ) Alexa, No More Bullshit Jobs! DX — 2023-07-01 – p.4/39
5. Alexa, ত࿨࣌୅
   
    ੈلޙ൒ ࣾձγεςϜ ࣾձ؀ڥ ػց ٕज़ ਓؒ ࣗಈγεςϜ ྩ࿨࣌୅
   
    ੈلલ൒ ిؾ͚ͭͯ ͸͍ ͸͍ ిؾ͚ͭͯ ͜ͷ৚݅ͷͱ͖ ٕज़Ͱ͋Γࣾձ؀ڥ
   ˠ
   ࣗવ؀ڥ ਓ ⇒ ( ) DX — 2023-07-01 – p.5/39
6. . . . ( ) ⇒ 2021 Minecraft VR Stable Diffusion ChatGPT ChatGPT (Model: GPT-4) RPG RPG & AI DX — 2023-07-01 – p.6/39
7. ( ) 1 : (15 ) 2 : (4 ) (20 ) AGI (Artificial General Intelligence) 3 : ChatGPT 3 (20 ) 4 : (5 ) DX — 2023-07-01 – p.7/39
8. DX — 2023-07-01 – p.8/39
9. DX ( ) 3 ( ) ( ) GPT-4 ( ) DX — 2023-07-01 – p.9/39
10. . . . . . . ← OK ( ) : 18 : 5 DX — 2023-07-01 – p.10/39
11. O 1 2 3 ⇒ ^^; DX — 2023-07-01 – p.11/39
12. E 1 DX 2 UX 3 ⇒ 100% DX — 2023-07-01 – p.12/39
13. 4 DX — 2023-07-01 – p.13/39
14. 1 : (15 ) : 180 : ↔ ↔ 10 5 ← : DX — 2023-07-01 – p.14/39
15. . . . DX — 2023-07-01 – p.15/39
16. 1. 2. 3. 4. ( ) 5. ( ) 6. ( ) ( ) ( ) ( ) ← : 1∼6 ( ) : 1∼6 DX — 2023-07-01 – p.16/39
17. ( ) ( ) ( ) ( ) (The Manifesto for Agile Software Development) DX — 2023-07-01 – p.17/39
18. DevOps (Dev) (Ops) IT ( ) QA ( ) : https://ja.wikipedia.org/wiki/DevOps DX — 2023-07-01 – p.18/39
19. AI ( ) ( ) : M. McLuhan, “The Gutenberg Galaxy”, University of Toronto Press, 1962 ( , , , 1986) DX — 2023-07-01 – p.19/39
20. by ⇒ ⇒ DX — 2023-07-01 – p.20/39
21. by SNS AI AI / ⇒ ( ) ⇒ DX — 2023-07-01 – p.21/39
22. (4 ) : M. McLuhan and E. McLuhan, “Laws of Media: The New Science”, University of Toronto Press, 1988 ( , , , NTT , 2002) DX — 2023-07-01 – p.22/39
23. (tetrad) = ( ) 4 : ? : ? : ? : ? — DX — 2023-07-01 – p.23/39
24. (4 ) ↑ DX — 2023-07-01 – p.24/39
25. Honda UNI-CUB ( ) ( ) DX — 2023-07-01 – p.25/39
26. (4 ) ↑ ( ) DX — 2023-07-01 – p.26/39
27. 2 : (4 ) (20 ) : 15 OK DX — 2023-07-01 – p.27/39
28. (4 ) DX — 2023-07-01 – p.28/39
29. AGI (Artificial General Intelligence) ChatGPT 3 ChatGPT AGI DX — 2023-07-01 – p.29/39
30. ChatGPT GPT ChatGPT GPT OpenAI (GPT-3.5, GPT-4) GPT Generative Pre-trained Transformer ( ) ( ) GPT ( ) GPT-3.5, GPT-4 DX — 2023-07-01 – p.30/39
31. GPT ( ) GPT Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. 2018. “Improving Language Understanding by Generative Pre-Training”. Available at: https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf. GPT-2 Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019. “Language Models are Unsupervised Multitask Learners”. Available at: https://paperswithcode.com/paper/language-models-are-unsupervised-multitask. GPT-3 Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. “Language Models are Few-Shot Learners”. Available at: https://doi.org/10.48550/arXiv.2005.14165. GPT-4 OpenAI. 2023. “GPT-4 Technical Report”. Available at: https://doi.org/10.48550/arXiv.2303.08774. DX — 2023-07-01 – p.31/39
32. ( ) < ΞΧΩϟϯ஫ > αΠςʔγϣϯ  Ҿ༻ ( = ) ( ) DX — 2023-07-01 – p.32/39
33. — ( ) arXiv ( ), SSRN, BioRxiv, medRxiv, etc. ( ) ( ) DX — 2023-07-01 – p.33/39
34. Generative Pre-Training, Language Models (GPT, GPT-2, GPT-3) : : Improving Language Understanding (GPT : 1.17 ) ( ) ( ) Unsupervised Multitask Learners (GPT-2 : 15 ) Few-Shot Learners (GPT-3 : 1,750 ) → GPT DX — 2023-07-01 – p.34/39
35. ( ) ( ← ChatGPT ) ( ) GPT-4 BibTEX ACM HTML (abstract) ( ) DX — 2023-07-01 – p.35/39
36. ChatGPT 3 : GPT 3 1. (GPT ) 2. ( ) 3. ( ) ↑ ( ) ( ) DX — 2023-07-01 – p.36/39
37. 3 : ChatGPT 3 (20 ) : ChatGPT 3 3 ( ) / / / / 15 DX — 2023-07-01 – p.37/39
38. 4 : (5 ) DX — 2023-07-01 – p.38/39
39. DX — 2023-07-01 – p.39/39