Whose Morals Should AI Have
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Whose Morals Should AI Have?
This report delves into the crucial question of whose morals AI should follow, investigating the challenges and potential solutions for aligning AI systems with diverse human values and preferences. The report highlights the importance of considering a variety of perspectives and cultural backgrounds in AI alignment, offering insights into research directions and potential applications for public administrations.
Content Outline:
- Introduction
- Overview of the AI moral alignment problem
- Importance of diverse values and preferences in AI alignment
- Reward Modeling and Preference Aggregation
- Reward modeling as a method for capturing user intentions
- Challenges in aggregating diverse human preferences
- Addressing Impossibility Results in Social Choice Theory
- AI alignment as a unique opportunity to work around impossibility results
- Developing AI for public administrations and decision-making processes
- Challenges and Research Directions in AI Alignment
- Scaling reward modeling to complex problems
- Research avenues for increasing trust in AI agents
- Conclusion
- The collective responsibility to ensure AI alignment with diverse values and preferences
- The importance of ongoing research, collaboration, and open dialogue
Status | Released |
Category | Other |
Author | vyakart |
Tags | artificial-intelligence, morality |
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Whose morals should AI have .pdf 82 kB
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