Adaptive Systems Using Generative AI
In this article , we will look at learnings from specific industries that have leveraged these adaptive characteristics . We will also look at how Generative AI can enable enterprises to absorb adaptive behavior in their systems and products .
2.1 PURPOSE
The purpose of this article is to inform and offer guidance to a wide range of stakeholders encompassing product designers , design engineers , manufacturers , and architects in implementing adaptive industrial systems / products . The objective is to build systems / products that are adaptive , resilient and provide customer appreciation . Products that can have features added based on consumer inputs will disrupt and establish new business models .
2.2 SCOPE
In this article , we focus on the development of human-in-middle adaptive systems using Generative AI . We explore the tools and frameworks available to support this endeavor . We do not cover the ethics and governance aspects as it will require a separate article .
2.3 STRUCTURE
The article is organized as follows :
• Chapter 3 – Motivation for Adaptive Systems
• Chapter 4 – Lessons from Industries
• Chapter 5 – Generative AI Applied for Adaptive Systems ( i . e . Robots )
• Chapter 6 – Digital Twins : The Pathway to Adaptive Systems
• Chapter 7 – Summary
2.4 AUDIENCE
The article provides new insights to CXOs , product designers , design engineers , manufacturers , and architects in designing and implementing adaptive industrial systems / products .
2.5 USE The article explores and provides insights on developing adaptive industrial products / systems .
2.6 TERMS AND DEFINITIONS The following are terms and definitions that are key to understanding this document :
• SDN – Software Defined Network uses programmable software controllers that allow the physical network to be controlled by software .
• SDV – Software Defined Vehicles are vehicles whose features and functions are controlled by software .
72 March 2024