Bringing Creativity, Agility, and Efficiency with Generative AI in Industries 24th Edition | Page 18

Responsible Generative AI
CONTENTS Abstract .............................................................................................................................. 15 1 Introduction .................................................................................................................... 15
2 Trustworthiness of Generative AI ( GenAI )........................................................................ 17
2.1
Accuracy , Bias , and Hallucination ....................................................................................... 18
2.2
Filling in the Blanks ............................................................................................................ 18
2.3
What is the Impact ?........................................................................................................... 18
2.4
Corrective Steps and Guidelines ......................................................................................... 19
2.5
Research Trends ................................................................................................................ 20
3 Impact on Labor .............................................................................................................. 20
3.1
Types of Professions That May Get Impacted ..................................................................... 21
3.1.1
Software Development ...................................................................................................... 21
3.1.2
Law and Governance ......................................................................................................... 21
3.1.3
Accounting ......................................................................................................................... 22
3.1.4
Medical / Health Care .......................................................................................................... 22
3.1.5
Design ................................................................................................................................ 23
3.1.6
Customer Support ............................................................................................................. 23
3.1.7
Finance and Investment .................................................................................................... 24
3.1.8
Sports / Games .................................................................................................................... 24
3.1.9
Marketing .......................................................................................................................... 24
3.2
Transformation of Workforce ............................................................................................ 25
3.3
How the Disruption Can Be Managed ................................................................................. 26
3.4
Responsible Use Case Scenarios ......................................................................................... 26
4 Impact on IP / Copyrights .................................................................................................. 27
4.1
Examples of Concern ......................................................................................................... 27
4.2
How Can We Protect ? ........................................................................................................ 27
4.3
How GenAI Can Be Useful .................................................................................................. 28
5 Impact on Learning , Cognition , and Intellectual Skills ....................................................... 28
5.1
Impact on Learning and Memorization ............................................................................... 28
5.2
Impact on Value of Education and Skills ............................................................................. 29
5.3
Evolutionary Impact on Human Cognitive Abilities ............................................................. 29
6 Impact on IoT Scenarios .................................................................................................. 30
6.1
Background ....................................................................................................................... 30
6.2
Smart Sensors ................................................................................................................... 30
6.3
Intelligent Digital Twins ..................................................................................................... 31
7 Impact on Environment ................................................................................................... 31
7.1
Energy Requirements of GenAI .......................................................................................... 31
7.2
GenAI Energy Estimate ...................................................................................................... 32
7.3
Human Skills and Training needed ...................................................................................... 33
7.4
Data Requirements ............................................................................................................ 34
8 Need for Regulating GenAI .............................................................................................. 35
Journal of Innovation 13