AINeutralarXiv – CS AI · 7h ago6/10
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Domain Adaptation and Reasoning Frameworks in Language Models: A Controlled Experiment with Historical Cosmology
Researchers conducted controlled experiments examining how domain adaptation reshapes language model behavior using historical cosmology as a test case. The study found that fine-tuning models on pre-Copernican text shifted their explanatory frameworks toward premodern language without directly altering underlying cosmological stance, suggesting domain adaptation primarily reorganizes linguistic patterns rather than core reasoning.