Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way
Dignum, V (2019)
One-Sentence Thesis
The development and use of artificial intelligence must be guided by a responsible approach that aligns with human values, principles, and priorities to ensure a positive impact on human and environmental well-being.
Argument Outline
- 1Introduction to the concept of Responsible Artificial Intelligence and its importance
- 2Discussion of the need for value alignment in AI systems to ensure they contribute to human and environmental well-being
- 3Examination of the role of ethics in Responsible AI, including the distinction between AI Ethics and Responsible AI
- 4Analysis of the implications of AI systems on society and the need for participation and commitment from all stakeholders
- 5Consideration of the relationship between AI and human values, including the need to make fundamental human values the basis of design and implementation decisions
- 6Discussion of the challenges and complexities of developing Responsible AI, including the need to address societal and individual implications
- 7Introduction to different approaches to AI, including top-down and bottom-up approaches, and their strengths and limitations
Key Distinctions
The distinction between AI Ethics and Responsible AI, with Responsible AI being a broader concept that encompasses not only ethical concerns but also legal, economical, and cultural ones
The difference between top-down and bottom-up approaches to AI, with top-down approaches relying on mathematical logic and bottom-up approaches modeling cognitive processes directly from previous experience
The distinction between symbolic AI and other approaches, such as connectionism, and the limitations and challenges of each
The difference between human intelligence and artificial intelligence, including the role of unconscious instincts and conscious reasoning in human intelligence
The distinction between the study of morals and values (ethics) and the practical application of these concerns (responsibility)
Key Terms
Responsible Artificial Intelligence
Value Alignment
AI Ethics
Intelligent Systems
Symbolic AI
Top-down approach
Bottom-up approach
Flashcards
13 cardsRelated Questions
In Dignum, V's "Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way", Machine Learning literature defines which of the following?
In Dignum, V's "Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way", Jennings and Wooldridge defines which of the following?
In Dignum, V's "Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way", AI systems can_contribute_to which of the following?
In Dignum, V's "Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way", Japanese Society for Artificial Intelligence supports which of the following?
In Dignum, V's "Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way", AI Development concerns which of the following?
In Dignum, V's "Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way", Minsky defines which of the following?