论文标题

认知景观:一个可计算性观点

The Epistemic Landscape: a Computability Perspective

论文作者

Prost, Frédéric

论文摘要

从本质上讲,可传播的人类知识是可以枚举的:每个句子,电影,音频记录都可以用足够长的0和1的字符串编码。哥德尔,图灵和其他人的作品表明,语言技术是可以枚举的固有限制和属性。 Gödel的编号技术对于枚举的结构是普遍的,并且显示了语言技术的强大限制。计算性理论是一个特殊的例子:可以编号编号,并且可以从那里研究各种限制。计算性也是科学的核心,因为对理论的任何实验验证都认为已经计算了理论结果,然后检查了具体实验。它意味着对可计算方法的局限性最终也是我们所理解的“科学理论”的限制,更普遍地是对所有可传播知识的限制。我们认为,从可计算性的角度看认识论是有益的。我们表明,它允许精确定义不同种类的知识获取技术,并有助于研究它们之间的关系。

By nature, transmissible human knowledge is enumerable: every sentence, movie, audio record can be encoded in a sufficiently long string of 0's and 1's. The works of Gödel, Turing and others showed that there are inherent limits and properties associated with the fact that language technology is enumerable. Gödel's numbering technique is universal for enumerable structures and shows strong limits of the language technology. Computability theory is a particular example: programs can be numbered and all sorts of limits can be studied from there. Computability is also at the heart of science since any experimental validation of a theory supposes that theoretical results have been computed, then checked against concrete experiments. It implies that limitations on what is computable ultimately are also limits of what we understand as "scientific theory", and more generally to all the transmissible knowledge. We argue that it is fruitful to look a epistemology from a computability perspective. We show that it allows to precisely define different kinds of knowledge acquisition techniques, and helps the study of how they are related to one another.

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