Unverified50% confidenceFactExact time
The paper proposes evaluating two abilities essential to principled extension: abstraction (extracting rules from concrete cases) and recursion (iteratively applying rules to new situations).
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Long-term
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10/27/2026
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Related Claims
UnverifiedThe introduction of abstraction should follow the principle of just-right, applied only in scenarios where repetition occurs and readability and reusability can be significantly improved.74% similarUnverifiedAblation studies reveal that contextual instantiation is a key factor: abstract principles must be combined with the current task context to be effective, otherwise they may mislead decision-making.70% similarUnverifiedWhen the novelty lies in the recombination of rules, abstract descriptions prevail; when the novelty involves components that have never co-occurred, concrete examples are more reliable.69% similarUnverifiedExtractive tasks (locating and copying original text passages) and generating concise legal principles (abstract reasoning and induction) are two tasks of vastly different difficulty.65% similarUnverifiedThe article recommends manually implementing getters/setters to internalize object-oriented principles rather than relying on auto-generation.64% similar
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