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立场：推理是可学习的基于规则的过程
原标题：Position: Reasoning is a Learnable Rule-Based Process
AI 摘要
这篇立场论文指出，生成式AI领域对“推理”缺乏统一定义，导致推理评估的构念效度无法验证，阻碍了可信自主推理的进展。作者提出将有效且合理的推理视为一种可学习的、基于规则的过程，并提供了操作化定义和最佳实践清单，以促进研究交流。
以上摘要由 AI 生成，可能存在误差。事实请以原文为准。
正文节选
Position: Reasoning is a Learnable Rule-Based Process Abstract Autonomous reasoning is among the most scientifically and economically motivating topics in AI today. Historically the purview of symbolic AI, recent advances have mainly emerged from deep probabilistic generative models. Despite immense interest and rapid progress, the generative AI community has not clearly converged on operational definitions for reasoning and often implicitly rejects the historical treatment of this topic in logi
发布时间：2026-08-15 12:00
抓取时间：2026-08-15 12:00
来源机构：arXiv