C-037Value Alignment and AI EthicsConfidence: High
Artificial Intelligence, Values, and Alignment
Gabriel, Iason (2020)
One-Sentence Thesis
The paper defends three propositions regarding AI alignment, including the interrelation of normative and technical aspects, the importance of clarifying the goal of alignment, and the need to identify fair principles for alignment.
Argument Outline
- 1Introduction to AI alignment and its challenges
- 2The interrelation of normative and technical aspects of AI alignment
- 3The importance of clarifying the goal of alignment, including different approaches such as utilitarian, Kantian, and human direction
- 4The need to identify fair principles for alignment, considering the diversity of moral beliefs and values
Key Distinctions
Normative vs. technical aspects of AI alignment
Minimalist vs. maximalist conceptions of value alignment
Consequentialist vs. non-consequentialist moral frameworks
Key Terms
Artificial Intelligence (AI)
The design of artificial agents that perceive their environment and make decisions to maximize the chances of achieving a goal
Value Alignment
The goal of ensuring that powerful AI is properly aligned with human values
Reinforcement Learning (RL)
A type of machine learning where an agent learns to maximize a numerical reward signal from the environment
Flashcards
17 cardsRelated Questions
3
In Gabriel, Iason's "Artificial Intelligence, Values, and Alignment", Mackie contributes_to which of the following?
3
In Gabriel, Iason's "Artificial Intelligence, Values, and Alignment", Norbert Wiener defines which of the following?
3
In Gabriel, Iason's "Artificial Intelligence, Values, and Alignment", Sutton and Barto explains which of the following?
3
Which concept is a central focus of Gabriel, Iason's "Artificial Intelligence, Values, and Alignment"?
3
In Gabriel, Iason's "Artificial Intelligence, Values, and Alignment", Abbeel and Ng defines which of the following?
3
In Gabriel, Iason's "Artificial Intelligence, Values, and Alignment", Sen mentions which of the following?