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cs.AI2026
To Nuke or Not to Nuke: LLMs' (Missing) Ethical Reasoning and Actions in a High-Stakes Decision-Making Simulation
John Chen, Sihan Cheng, Can Gurkan +1
Large language models (LLMs) are increasingly deployed as long-horizon agents with decision-making capacities. While LLMs can show ethical competence on dilemmas such as trolley pr…
cs.AI2026
CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V
John Chen, Sihan Cheng, Can Gurkan +1
Evaluating strategic decision-making in LLM-based agents requires generative, competitive, and longitudinal environments, yet few benchmarks provide all three, and fewer still offe…