AI RESEARCH
LLMs taking shortcuts in test generation: A study with SAP HANA and LevelDB
arXiv CS.AI
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ArXi:2604.14437v1 Announce Type: cross Large Language Models (LLMs) have achieved impressive results on public benchmarks, often leading to claims of advanced reasoning and understanding. However, recent research in cognitive science reveals that these models sometimes rely on shallow heuristics and memorization, taking shortcuts rather than nstrating genuine cognitive abilities.