AINeutralarXiv – CS AI · 10h ago6/10
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Absurd World: A Simple Yet Powerful Method to Absurdify the Real-world for Probing LLM Reasoning Capabilities
Researchers introduce Absurd World, a benchmarking framework that tests large language models' logical reasoning by creating logically coherent but unrealistic scenarios derived from real-world problems. The framework reveals whether LLMs can reason independently of learned patterns by breaking down real-world models into symbols, actions, sequences, and events, then systematically altering them while preserving underlying logic.