The Transformation Risk-Benefit Model of Artificial Intelligence: Balancing Risks and Benefits Through Practical Solutions and Use Cases
Fulton, Richard, Fulton, Diane, Hayes, Nate, Kaplan, Susan
–arXiv.org Artificial Intelligence
This paper summarizes the most cogent advantages and risks associated with Artificial Intelligence from an in-depth review of the literature. Then the authors synthesize the salient risk-related models currently being used in AI, technology and business-related scenarios. Next, in view of an updated context of AI along with theories and models reviewed and expanded constructs, the writers propose a new framework called "The Transformation Risk-Benefit Model of Artificial Intelligence" to address the increasing fears and levels of AI risk. Using the model characteristics, the article emphasizes practical and innovative solutions where benefits outweigh risks and three use cases in healthcare, climate change/environment and cyber security to illustrate unique interplay of principles, dimensions and processes of this powerful AI transformational model.
arXiv.org Artificial Intelligence
Apr-11-2024
- Country:
- Oceania > Australia
- North America > United States
- Tennessee > Knox County
- Knoxville (0.04)
- New York > New York County
- New York City (0.04)
- New Jersey > Middlesex County
- Piscataway (0.04)
- Minnesota > Hennepin County
- Minneapolis (0.14)
- Illinois > Cook County
- Chicago (0.04)
- California > Los Angeles County
- Long Beach (0.04)
- Alabama > Pike County
- Troy (0.04)
- Tennessee > Knox County
- Europe
- United Kingdom (0.04)
- Belgium (0.04)
- Austria > Vienna (0.04)
- Spain > Catalonia
- Barcelona Province > Barcelona (0.04)
- Italy > Emilia-Romagna
- Metropolitan City of Bologna > Bologna (0.04)
- Asia
- Nepal (0.04)
- India (0.04)
- Singapore (0.04)
- China (0.04)
- Bangladesh (0.04)
- South Korea > Seoul
- Seoul (0.04)
- Middle East > Republic of Türkiye
- Adıyaman Province > Adiyaman (0.04)
- Japan > Honshū
- Chūbu > Nagano Prefecture > Nagano (0.04)
- Genre:
- Research Report > Promising Solution (0.88)
- Industry:
- Information Technology > Security & Privacy (1.00)
- Education (1.00)
- Banking & Finance (1.00)
- Transportation > Ground (0.93)
- Energy > Power Industry (0.93)
- Law
- Statutes (1.00)
- Civil Rights & Constitutional Law (0.93)
- Health & Medicine
- Therapeutic Area (1.00)
- Pharmaceuticals & Biotechnology (1.00)
- Health Care Technology (1.00)
- Health Care Providers & Services (1.00)
- Consumer Health (0.93)
- Government
- Technology:
- Information Technology
- Human Computer Interaction > Interfaces (1.00)
- Data Science > Data Mining (1.00)
- Artificial Intelligence
- Representation & Reasoning (1.00)
- Natural Language (1.00)
- Issues > Social & Ethical Issues (1.00)
- Applied AI (1.00)
- Robots (0.67)
- Machine Learning > Neural Networks
- Deep Learning (0.47)
- Information Technology