Bringing Creativity, Agility, and Efficiency with Generative AI in Industries 24th Edition | Page 75

Adaptive Systems Using Generative AI
CONTENTS 1 Overview ........................................................................................................................ 71
2 Introduction .................................................................................................................... 71
2.1
Purpose ............................................................................................................................. 72
2.2
Scope ................................................................................................................................ 72
2.3
Structure ........................................................................................................................... 72
2.4
Audience ........................................................................................................................... 72
2.5
Use ................................................................................................................................... 72
2.6
Terms and Definitions ........................................................................................................ 72
2.7
Relationship with Other IIC Documents .............................................................................. 73
3 Motivation for Adaptive Systems .................................................................................... 73
4 Lessons from Industries ................................................................................................... 74
4.1
Telecom Industry – Software Defined Networks ................................................................. 74
4.2
Mobile Phones .................................................................................................................. 75
4.3
Automotive ....................................................................................................................... 76
5 Generative AI Applied for Adaptive Systems .................................................................... 77
5.1
Generative AI for Adaptive Robotics .................................................................................. 77
5.2
Generative AI for Multi Agent Systems ............................................................................... 78
6 Digital Twins – The Path to Self-Adaptive Systems ........................................................... 78
6.1
Digital Twins with Generative AI ........................................................................................ 78
6.2
Use Cases of Digital Twin with Generative AI ...................................................................... 79
6.3
Adaptive Systems with GenAI ............................................................................................ 80
6.4
Business Benefits ............................................................................................................... 81
6.5
Other Considerations ......................................................................................................... 81
7 Summary ........................................................................................................................ 82 References .......................................................................................................................... 82 Acknowledgements ............................................................................................................. 84
FIGURES
Figure 3-1 : Uncertainty matrix ..................................................................................................................... 73 Figure 6-1 : Generative AI with digital twin . ................................................................................................. 79
70 March 2024