{"action":"created","comment":{"url":"https://api.github.com/repos/xitu/gold-miner/pulls/comments/134216110","pull_request_review_id":57364140,"id":134216110,"diff_hunk":"@@ -3,87 +3,89 @@\n   > * 原文作者：[Kate Brodock](https://medium.freecodecamp.org/@Just_Kate)\n   > * 译文出自：[掘金翻译计划](https://github.com/xitu/gold-miner)\n   > * 本文永久链接：[https://github.com/xitu/gold-miner/blob/master/TODO/why-we-desperately-need-women-to-design-ai.md](https://github.com/xitu/gold-miner/blob/master/TODO/why-we-desperately-need-women-to-design-ai.md)\n-  > * 译者：\n-  > * 校对者：\n+  > * 译者：[TobiasLee](http://tobiaslee.top)\n+  > * 校对者：[Larry](https://github.com/lampui)\n \n-  # Why we desperately need women to design AI\n+  # 为什么我们渴求女性来设计 AI\n \n   ![](https://cdn-images-1.medium.com/max/2000/1*BNY9_C8mmlofjyQGEwHD4w.jpeg)\n \n-Photo by [Siyan Ren](http://unsplash.com/photos/qLiFcanSpuA?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText) on [Unsplash](https://unsplash.com/?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText)\n+[Siyan Ren](http://unsplash.com/photos/qLiFcanSpuA?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText) 在 [Unsplash](https://unsplash.com/?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText) 上的摄影作品\n \n-At the moment, only about 12–15% of the engineers who are building the internet and its software are women.\n+现在，在互联网和软件行业的工程师中，只有 12-15% 是女性。\n \n-Here are a couple examples that illustrate why this is such a big a problem:\n+这里有两个例子来说明这是多么严重的问题：\n \n-- Do you remember when Apple released its health app a few years ago? Its purpose was to offer a ‘comprehensive’ access point to health information and data. But it left out a large [health issue](https://www.theverge.com/2014/9/25/6844021/apple-promised-an-expansive-health-app-so-why-cant-i-track) that almost all women deal with, and then took a year to fix that hole.\n-- Then there was that frustrated middle school-aged girl who enjoyed gaming, but couldn’t find an avatar she related to. So she [analyzed](https://www.washingtonpost.com/posteverything/wp/2015/03/04/im-a-12-year-old-girl-why-dont-the-characters-in-my-apps-look-like-me/) 50 popular games and found that 98% of them had male avatars (mostly free!), and only 46% of them had female avatars (mostly available for a charge!). Even more askew when you consider that almost half of [gamers are women](http://www.ecnmy.org/engage/45-percent-of-gamers-are-women-but-in-every-other-way-theyre-still-not-equal-to-men/).\n+- 你还记得 Apple 几年前发布的“健康”app 吗？它本意是提供一个健康信息和数据的“综合”接入点。但是，它却遗漏了一个几乎是所有女性都要面对的[健康问题](https://www.theverge.com/2014/9/25/6844021/apple-promised-an-expansive-health-app-so-why-cant-i-track)，然后 Apple 又花了一年来弥补这个缺陷。\n+- 有个非常喜欢玩游戏的中学生女孩，但在游戏里她却找不到她能用的头像，因此非常沮丧。她[分析](https://www.washingtonpost.com/posteverything/wp/2015/03/04/im-a-12-year-old-girl-why-dont-the-characters-in-my-apps-look-like-me/)了 50 款流行的游戏，然后发现其中 98% 都提供了男性头像（绝大多数是免费的），而只有 46% 的游戏提供了女性头像（绝大多数是收费的）。当你知道几乎有[一半的玩家是女性](http://www.ecnmy.org/engage/45-percent-of-gamers-are-women-but-in-every-other-way-theyre-still-not-equal-to-men/)，是不是感到更加不公平了。\n \n-We don’t want a repeat of these kinds of situations. And we’ve been working to address this at [Women 2.0](https://medium.com/u/594d2bf6a0ba) for over a decade. We think a lot about how diversity — or lack thereof. We think about it has affected — and is going to affect — the technology outputs that enter our lives. These technologies engage with us. The determine our behaviors, thought processes, buying patterns, world views… you name it. This is part of the reason we recently launched [Lane](https://lane.women2.com/), a recruitment platform for female technologists.\n+我们不想让这样的事情再次发生，并且坚持在 [Women 2.0](https://medium.com/u/594d2bf6a0ba) 上强调这一点，我们已经做了十多年了。我们思考了很多关于多样性或者说是 — 多样性的缺失，我们认为它已经影响到并将持续影响到我们生活中的技术成果。这些技术与我们息息相关：决定我们的行为、思维过程、购物方式、世界观……随便你说。这是我们最近推出一个女性技术人员的招聘平台 [Lane](https://lane.women2.com/) 的一部分原因。\n \n-The hands and minds that **make** technology will have a direct impact on us as humans and on the world around us.\n+是谁来**创造**技术，这会直接影响到我们自身和周遭的世界。\n \n-I can’t point to a more topical space than AI and machine learning. It’s coming into almost everything we do — home, finances, shopping, entertainment…you name it.\n+没有比 AI 和机器学习更具话题性了，它们渗透进了各个领域 — 家庭、金融、购物、娱乐……还是随便你说。\n \n-So, aside from the obvious, why does this matter?\n+除了一些显而易见的原因，还有什么呢？\n \n-### Diversity in, diversity out\n+### 多样的技术人员，才能有多样的产品\n \n-You could make the argument that AI is positioned to make one of the largest, most profound changes to humanity that many have ever seen. It touches or will touch most of what we care about and will be built with the ethics, morals, biases and access of the people who create it. This means we need to pay close attention that it represents all users.\n+你可以说 AI 是迄今为止我们见过能够对人类社会产生最大范围、最深远影响的技术之一，它触及或将触及我们所关心的绝大部分领域。而 AI 产品的形成和创造它的人的道德伦理水平、价值取向（是否存在偏见）以及个人权利是密切相关的，这就意味着我们需要密切关注：产品是否能代表所有的使用者。\n \n-But this isn’t a given. [Fei-Fei Li](https://www.wired.com/2017/05/melinda-gates-and-fei-fei-li-want-to-liberate-ai-from-guys-with-hoodies/), Chief Scientist of Artificial Intelligence and Machine Learning at Google, has worried about this for years.\n+但这并不是一个既定的事实，谷歌 AI 和机器学习首席科学家[李飞飞](https://www.wired.com/2017/05/melinda-gates-and-fei-fei-li-want-to-liberate-ai-from-guys-with-hoodies/)早就已经认识到了这个问题。\n+\n+> “如果我们不让女性和有色人种参与技术工作 - 把她们当做真正的技术人员，让他们做真正的工作 - 那么我们的系统就会存在偏见。从现在开始，扭转这个现象非常困难，可能需要十年或二十年，如果不是接近不可能的话。是时候让我们听听女性和其他的声音了，这样我们才能创造合理的产品，难道不是吗？这会很棒很酷，并且逐渐普及。但重要是我们必须让她们参与进来”  —— 李飞飞\n \n-> “If we don’t get women and people of color at the table — real technologists doing the real work — we will bias systems. Trying to reverse that a decade or two from now will be so much more difficult, if not close to impossible. This is the time to get women and diverse voices in so that we build it properly, right? And it can be great. It’s going to be ubiquitous. It’s going to be awesome. But we have to have people at the table.” — Fei-Fei Li\n \n ![](https://cdn-images-1.medium.com/max/1600/1*HlvAvkUrrZHRVaqHfERc0g.png)\n \n-Melinda Gates and Fei-Fei Li of AIForAll. Photo courtesy of Pivotal.\n-Melinda Gates and Li have founded [AI4All](http://ai-4-all.org/). This is a program that targets 9th-grade, underrepresented students and exposes them to AI and machine learning. One of their biggest hurdles? The current pool of AI technical leaders that are diverse themselves is so small that finding representative talent for programming takes a lot of searching and culling.\n+AIForAll 的 Melinda Gates 和李飞飞，照片由 Pivotal 提供。\n+\n+Melinda Gates 和李飞飞创立了 [AI4All](http://ai-4-all.org/)，这是一个针对 9 年级，低学历的学生的课程，它将让这些学生们体验 AI 和机器学习。目前他们最大的障碍之一就是，AI 方面的技术领军人物多样化的太少，所以发现代表性的编程人才需要大量的搜寻和淘汰。\n \n-The values of the engineers building AI will be reflected in the solutions they bring to the table. This may not have an enormous societal impact if you’re building something that picks living room paint colors for you. But when you’re looking to do something like improve cancer care, that’s a different story.\n+构建 AI 的工程师的价值体现在他们拿出来的解决方案里，选择你家卧室粉刷的颜色可能不会有多大社会影响，但是如果你是在考虑如何改善癌症护理的质量，那就是另一个故事了。\n \n-[IBM](https://www.ft.com/content/ca324dcc-dcb0-11e6-86ac-f253db7791c6) knows this, as they’ve built an avatar that does just that. And it’s genderless.\n+[IBM](https://www.ft.com/content/ca324dcc-dcb0-11e6-86ac-f253db7791c6) 知道这一点，所以他们设计了无性别的头像，来和医生一起改善癌症护理。\n \n-Harriet Green, IBM’s GM of the Watson IoT part of the business, suggests that the already-existing corporate culture that “lives and breathes diversity” led to this happening. She says, “IBM has mixed engineering teams of both gender and nationality, with members from China, Sri Lanka, Germany, Scandinavia and the UK.”\n+IBM 的 Waston IoT 业务部门总经理 Harriet Green 表示，这是他们公司已有的“生活和呼吸多样化”的企业文化，引导下的结果。她说：“IBM 拥有不同性别和不同国籍的混合工程师团队，有来自中国、斯里兰卡、德国、斯堪的纳维亚和英国的成员。\n \n-### Manage the behaviors that machines perpetuate\n+### 管理机器永久化的行为\n \n-[Leah Fessler](https://qz.com/911681/we-tested-apples-siri-amazon-echos-alexa-microsofts-cortana-and-googles-google-home-to-see-which-personal-assistant-bots-stand-up-for-themselves-in-the-face-of-sexual-harassment/) wrote an eye-opening piece after testing several personal assistant bots to see how they’d stand up to sexual harassment (literally, they sexually harassed the bots, who, by the way, are most often defaulted to female voices unless you change them).\n+[Leah Fessler](https://qz.com/911681/we-tested-apples-siri-amazon-echos-alexa-microsofts-cortana-and-googles-google-home-to-see-which-personal-assistant-bots-stand-up-for-themselves-in-the-face-of-sexual-harassment/) 在测试了几个个人助理机器人之后，写了一篇令人大开眼界的文章：看看她们是如何忍受性骚扰的（从字面上来看，他们性骚扰了女性机器人。顺便一提，如果你不改变设置的话，助理的声音默认是女性的）。\n \n-Well, the findings weren’t exactly great. Instead of fighting back against abuse, each bot actually helped entrench sexist tropes through their passivity.\n+结果并不是很好：机器人并没有反抗骚扰，而是通过被动消极的回应来帮助巩固性别歧视。\n \n-I was particularly drawn to the following quote:\n+文章里这句话特别吸引我：\n \n-> “Siri, Alexa, Cortana, and Google Home have women’s voices because women’s voices make more money. Yes, Silicon Valley is male-dominated and [notoriously sexist,](https://qz.com/531257/inside-the-surprisingly-sexist-world-of-artificial-intelligence/) but this phenomenon runs deeper than that. Bot creators are primarily driven by predicted market success, which depends on customer satisfaction — and customers like their digital servants to sound like women.”\n+> “之所以 Siri，Alexa，Cortana 和 Google Home 是女性的声音，是这样能够赚到更多的钱。是的，硅谷是一个由男性主导并且性别歧视到[臭名昭著](https://qz.com/531257/inside-the-surprisingly-sexist-world-of-artificial-intelligence/)的地方。顾客们喜欢数字助理有女性的声音，而机器人助理的设计者为了获得顾客的满意，从而收获市场上的成功，而被驱动着把助理们的声音设计成女性。”","path":"TODO/why-we-desperately-need-women-to-design-ai.md","position":83,"original_position":83,"commit_id":"fbe7292beb27e70ec915028258dbd882a104fd8e","original_commit_id":"fbe7292beb27e70ec915028258dbd882a104fd8e","user":{"login":"helloworldzxy","id":10867117,"avatar_url":"https://avatars1.githubusercontent.com/u/10867117?v=4","gravatar_id":"","url":"https://api.github.com/users/helloworldzxy","html_url":"https://github.com/helloworldzxy","followers_url":"https://api.github.com/users/helloworldzxy/followers","following_url":"https://api.github.com/users/helloworldzxy/following{/other_user}","gists_url":"https://api.github.com/users/helloworldzxy/gists{/gist_id}","starred_url":"https://api.github.com/users/helloworldzxy/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/helloworldzxy/subscriptions","organizations_url":"https://api.github.com/users/helloworldzxy/orgs","repos_url":"https://api.github.com/users/helloworldzxy/repos","events_url":"https://api.github.com/users/helloworldzxy/events{/privacy}","received_events_url":"https://api.github.com/users/helloworldzxy/received_events","type":"User","site_admin":false},"body":"『是的，硅谷是一个由男性主导并且性别歧视到[臭名昭著](https://qz.com/531257/inside-the-surprisingly-sexist-world-of-artificial-intelligence/)的地方。』=>『是的，硅谷是一个由男性主导并且性别歧视到[臭名昭著](https://qz.com/531257/inside-the-surprisingly-sexist-world-of-artificial-intelligence/)的地方，但该现象的内在原因远不止于此。』","created_at":"2017-08-21T12:10:35Z","updated_at":"2017-08-21T12:32:54Z","html_url":"https://github.com/xitu/gold-miner/pull/2074#discussion_r134216110","pull_request_url":"https://api.github.com/repos/xitu/gold-miner/pulls/2074","_links":{"self":{"href":"https://api.github.com/repos/xitu/gold-miner/pulls/comments/134216110"},"html":{"href":"https://github.com/xitu/gold-miner/pull/2074#discussion_r134216110"},"pull_request":{"href":"https://api.github.com/repos/xitu/gold-miner/pulls/2074"}}},"pull_request":{"url":"https://api.github.com/repos/xitu/gold-miner/pulls/2074","id":136168619,"html_url":"https://github.com/xitu/gold-miner/pull/2074","diff_url":"https://github.com/xitu/gold-miner/pull/2074.diff","patch_url":"https://github.com/xitu/gold-miner/pull/2074.patch","issue_url":"https://api.github.com/repos/xitu/gold-miner/issues/2074","number":2074,"state":"open","locked":false,"title":"为什么我们渴求女性来设计 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