LLM deep-research agents rarely use historical analogies; a structural-decomposition plus cross-analogy-confirmation agent (CANA) sharply increases mechanism-grounded analogy claims and hidden-factor hits on the new ADR-bench.
Historical analogies: Functions, limitations and the correct use of histori- cal analogies in applied history.Journal of Applied History, 5(2):111 – 131, 2023
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Analogical Deep Research: Retrieving and Integrating Historical Analogies for Foresight Analysis
LLM deep-research agents rarely use historical analogies; a structural-decomposition plus cross-analogy-confirmation agent (CANA) sharply increases mechanism-grounded analogy claims and hidden-factor hits on the new ADR-bench.