基于区块链的毕业设计An Open Standard for Ethical Enterprise-Grade AI – 道德企业级人工智能的开放标准

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An Open Standard for Ethical Enterprise-Grade AI

This is the result of our thoughts, at Zelros, to define an open standard for a transparent use of machine learning algorithms in enterprises.

You can find the story behind this standard in this blog post.

What is this standard about?

The standard we propose takes the form of a ‘check-list’, that every machine learning model embedded in a product or a service should document. We believe that filling this standard document for each AI model in production contributes to their traceability, compliance and transparency. The standard has seven sections, explained in the blog post.

Why publishing this standard on github?

We decided to publish this standard publicly on our github, because we know that is is only an imperfect preliminary version. It has to be reviewed by external contributors to be improved. By making our standard public, we hope it will gain visibility, and attract as much feedback as possible. We would love to learn:

  • how often can the standard be used?
  • in which cases is the standard not adapted?
  • what is missing in the standard?

What you’ll find here

In this repository, you can find:

  • the standard itself: standard.md
  • an example of populated standard document, for a fake machine learning project: project-example.md

How you can contribute

You can contribute by:

  • suggesting PRs (pull requests)
  • writing at this address

一个道德企业级AI的开放标准

这是我们的想法的结果,在Zelros,定义一个开放的标准,在企业中透明地使用机器学习算法。

你可以在这篇博文中找到这个标准背后的故事。

这个标准是关于什么的?

我们提出的标准采用“检查表”的形式,即嵌入到产品或服务中的每个机器学习模型都应记录在案。我们相信,为生产中的每个人工智能模型填写本标准文档有助于它们的可追溯性、合规性和透明度。该标准有七个部分,在博客文章中解释。

为什么要在github上发布此标准?

我们决定在github上公开发布这个标准,因为我们知道这只是一个不完善的初步版本。它必须经过外部贡献者的审查才能得到改进。通过公开我们的标准,我们希望它能提高知名度,并吸引尽可能多的反馈。我们很想了解:

  • 标准多久使用一次?
  • 在哪些情况下不适用本标准?
  • 标准中缺少什么?

您将在这里找到什么

在这个存储库中,您可以找到:

  • 标准本身:标准.md
  • 一个为假机器学习项目填充的标准文档示例:project-示例.md

您可以如何贡献

您可以通过:

  • 建议PRs(拉取请求)
  • 在此地址写入

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