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cs.AI2026
Align AI to Dynamic Human-AI Workflows
Valerie Chen, Cleotilde Gonzalez, Anita Williams Woolley +4
Current alignment approaches typically focus on emulating human behavior using static representations of human preferences, failing to capture the dynamic, context-dependent nature…
cs.AI2026
Implementing surrogate goals for safer bargaining in LLM-based agents
Caspar Oesterheld, Maxime Riché, Filip Sondej +2
Surrogate goals have been proposed as a strategy for reducing risks from bargaining failures. A surrogate goal is goal that a principal can give an AI agent and that deflects any t…