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论文精选 65arXiv

Abduction Without a Body? Representational Grounding and the Abduction Loop for Scientific Hypothesis Generation· 无身体的溯因?

Can scientific abduction occur without continuous sensorimotor embodiment? Recent arguments in AI and philosophy of science hold that genuine hypothesis generation requires an agent continuously coupled to the physical world. We defend a narrower claim: online embodiment is not necessary for every abductive scientific act. Our focus is identity abduction: the inference that two independently developed structures are one object under an explicit correspondence, reached through representational grounding rather than bodily interaction. An agent may acquire new inferential affordances not through physical interaction but through transformations into representations that expose latent invariants. Scientific diagrams are a practical substrate because they embody independently evolved convention

AI 解读论文

探讨无身体的科学假设生成可能性。

核心方法
作者通过身份溯因(identity abduction)的概念,即通过表征锚定而非身体互动推断两个独立发展的结构为同一对象,来论证其观点。
适合谁读
研究者 / 哲学家
要解决的问题
论文探讨了科学溯因是否可以在没有持续的感运动机制的情况下发生。
关键实验
未提供
主要贡献
论文主要贡献在于提出了科学假设生成不一定需要在线的身体性参与,强调了表征锚定的重要性。
意义与局限
该研究对于理解AI系统如何进行科学推理具有重要影响,但也提示了其局限性在于对身体经验的忽视。
领域:cs.AI作者:Michael Farmer
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