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A Moral Imperative: The Need for Continual Superalignment of Large Language Models
This paper examines the challenges associated with achieving life-long superalignment in AI systems, particularly large language models (LLMs).
Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs
Motivated by the problem of maintenance and inspection of a group of infrastructure components with independent dynamics, this paper presents an algorithm to find the optimal policy for a multi-component budget-constrained POMDP.
Efficient Strategy Synthesis for MDPs with Resource Constraints
We consider qualitative strategy synthesis for the formalism called consumption Markov decision processes.
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