Prompting strategies on dynamic game benchmarks do not produce emergent reasoning in open-source LLMs; they add variance and help smaller models only sometimes.
Text-based games as a challenging benchmark for large language models,
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Reasoning Capabilities of Large Language Models on Dynamic Tasks
Prompting strategies on dynamic game benchmarks do not produce emergent reasoning in open-source LLMs; they add variance and help smaller models only sometimes.