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cs.AI2026
Locally Coherent, Globally Incoherent: Bounding Compositional Incoherence in Multi-Component LLM Agents
Anany Kotawala
Multi-component LLM agents assemble probabilistic claims from components that each see only part of a joint problem; the composition can violate basic probability axioms even when…
cs.AI2026
GENSTRAT: Toward a Science of Strategic Reasoning in Large Language Models
Vartan Shadarevian, Kia Ghods, Alex Kenich +1
Fixed game suites for evaluating strategic reasoning in large language models (LLMs) saturate and are hard to keep free of contamination. We introduce GENSTRAT, a system for evalua…