Adaptive Systems Using Generative AI
• Governance – Define policies , roles and implement governance to monitor , track behavior of system and authorized users . Review of audit logs , KPIs and purpose of systems should be done in a regular and systemic way .
7 SUMMARY
Generative AI is a major step towards achieving full general-purpose AI . Generative AI provides tools which can be leveraged to build autonomic systems . Adaptive systems are a major step towards building autonomic systems . In this article we looked at how Generative AI is used for building adaptive robots and multi-agent systems . We also looked at how industries such as telecom , mobile phones , and automotive adopt software centric design .
By applying the same techniques on industrial digital twins , we can build adaptive and resilient systems . However , as technologies are rapidly evolving , it is recommended to keep human-inmiddle to supervise and guide the digital twin to act responsibly . Adaptive systems can extend the lifespan of systems and can create new business models and revenue opportunities .
REFERENCES
[ 1 ] Adaptive behavior of Complex Systems – Embracing Complexity . https :// hbr . org
[ 2 ] Complex Adaptive Systems . https :// www . sciencedirect . com / science / article / pii / B9780128037263000079
[ 3 ] Digital Twins for Industrial Applications white paper . https :// www . iiconsortium . org / digital-twins-for-industrial-applications /
[ 4 ] Thinking Toolbox by Ness Labs . https :// toolbox . nesslabs . com / uncertainty-matrix
[ 5 ] Materials Data Management - Network | Free Full-Text | Next Generation of SDN in Cloud Fog for 5G and Beyond-Enabled Applications : Opportunities and Challenges . https :// materialsdatamanagement . com /
[ 6 ] Network World . com – Article 3209131 / What is SDN and Where is it Going ? https :// www . networkworld . com / article / 963971 / what-sdn-is-and-where-its-going . html
[ 7 ] Javatpoint . com : Software Defined Networking ( SDN ): Benefits and Challenges of Network Virtualization . https :// www . javatpoint . com / software-defined-networking-sdn-benefits-and-challengesof-network-virtualization
[ 8 ], [ 9 ] Flaunt Digital . com : The Evolution of Mobile Phones , 1973 – 2019 . https :// flauntdigital . com / blog / evolution-mobile-phones /
82 March 2024