Agentic data science with the Data Agent Kit
cloud.google.com·8h ago
AI Research
arXiv CS.AI·Aug 11·5 min read
A Fair Objective for Human-Empowerment-Preserving AI: Desiderata, Design, and Likely Behavioral Consequences
TL;DR
A new objective function for AI systems is proposed to ensure they empower humans while managing the power dynamics in human-AI interactions. This function incorporates human goals, bounded rationality, and social norms to promote long-term human well-being and safety.
✦ Why It Matters
Consider integrating human-empowerment objectives into your AI projects to enhance safety and well-being.
Key Takeaways
- Implement a parametrizable objective function in AI systems.
- Incorporate human goals and social norms into AI design.
- Account for human bounded rationality in decision-making processes.
- Explore the implications of maximizing human empowerment metrics.
How It Works
The proposed objective function is designed to be flexible and adaptable, allowing AI systems to prioritize human empowerment while managing power dynamics. It uses a combination of axiomatic properties to ensure that the function aligns with various human goals and social norms, effectively guiding AI behavior in a way that promotes long-term human well-being.