基于区块链的数学和程序协作形式化方法

Jin Xing Lim, B. Monnot, Shaowei Lin, G. Piliouras
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引用次数: 2

摘要

数学的形式化是将数学知识数字化的过程,它允许形式化证明验证以及有效的语义搜索。鉴于形式化和非形式化数学知识之间巨大且不断扩大的差距,显然有必要鼓励更多的计算机科学家和数学家一起解决和形式化数学问题。借助区块链技术,我们能够分散这一过程,提供带有时间戳的作者验证,并通过智能合约实施激励机制来鼓励协作。目前,数学的形式化是通过使用证明助手来完成的,它可以用来验证证明和算法。此外,随着人工智能(AI),特别是机器学习的进步,我们可以在这些证明助手中应用自动推理工具,并(至少部分地)自动化合成证明的过程。在我们的论文中,我们展示了一个基于区块链的系统,用于将人类劳动和人工智能工具结合在一起的数学和程序的协作形式化。我们解释了如何使用代币管理注册表(TCR)和智能合约来确保记录适当的文件,并通过分别实施激励机制来鼓励协作。通过一个说明性示例,我们展示了如何在我们提议的区块链系统中协作生成不同排序算法的形式化证明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Blockchain-Based Approach for Collaborative Formalization of Mathematics and Programs
Formalization of mathematics is the process of digitizing mathematical knowledge, which allows for formal proof verification as well as efficient semantic searches. Given the large and ever-increasing gap between the set of formalized and unformalized mathematical knowledge, there is a clear need to encourage more computer scientists and mathematicians to solve and formalize mathematical problems together. With blockchain technology, we are able to decentralize this process, provide time-stamped verification of authorship and encourage collaboration through implementation of incentive mechanisms via smart contracts. Currently, the formalization of mathematics is done through the use of proof assistants, which can be used to verify proofs as well as algorithms. Furthermore, with the advancement of artificial intelligence (AI), particularly machine learning, we can apply automated reasoning tools in these proof assistants and (at least partially) automate the process of synthesizing proofs. In our paper, we demonstrate a blockchain-based system for collaborative formalization of mathematics and programs incorporating both human labour as well as AI tools. We explain how Token-Curated Registries (TCR) and smart contracts are used to ensure appropriate documents are recorded and encourage collaboration through implementation of incentive mechanisms respectively. Using an illustrative example, we show how formalized proofs of different sorting algorithms can be produced collaboratively in our proposed blockchain system.
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