Center for Human-Compatible AI: Building Exceptional AI for Humanity

The Center for Human-Compatible AI (CHAI) is at the forefront of developing AI that benefits humanity. Their mission is to ensure AI research focuses on creating provably beneficial systems. This involves tackling crucial challenges and pushing the boundaries of AI safety and alignment.

Key Research Areas and Highlights

CHAI's work spans several critical areas, including:

• AI Alignment: Researchers are actively working on aligning AI systems with human values and intentions, even when faced with changing or easily manipulated reward functions. A recent paper, "AI Alignment with Changing and Influenceable Reward Functions," accepted to ICML, delves into this complex issue.
• Partial Observability: CHAI is exploring methods to mitigate the challenges posed by partial observability in decision-making processes. Their research on using the Lambda Discrepancy to address this problem was presented at both the "Finding the Frame" workshop at RLC 2024 and the "Foundations of Reinforcement Learning and Control" workshop at ICML 2024.
• Social Choice and AI Alignment: Recognizing the diversity of human feedback, CHAI researchers are investigating how social choice theory can guide the alignment of AI systems. A paper on this topic was published at the International Conference on Machine Learning.
• Addressing Real-World AI Risks: CHAI actively engages with current events, highlighting potential threats. For example, Jonathan Stray and Jessica Alter recently published an op-ed in The Hill warning about the misuse of AI in text and voice generation during election cycles.

Commitment to Responsible AI Development

CHAI's commitment to responsible AI development is evident in their research and publications. They are actively contributing to the field's understanding of AI safety and alignment, working to ensure that AI technologies are used for the benefit of all.

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