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Alexa, What Are You Doing with My Family's Personal Info?

2022-12-06
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Much of the buzz at last week’s Consumer Electronics Show (CES) in Las Vegas was around the new crop of voice-controlled “smart home” technologies. Dozens of companies touted voice-activated televisions, light switches, thermostats, showerheads—even an “intelligent toilet.” All rely on Amazon, Google, Apple and Samsung digital assistants as their main interface. Marketing hype for trendy tech is not exactly new at CES, but the voice-control frenzy begs a closer look what the technology can (and cannot) do—not to mention the obvious privacy concerns over companies continuously gathering data from nearly every room in your home.

Amazon Alexa, Google Assistant and other digital voice assistants rely on speech-recognition technology to interpret commands and determine appropriate responses. These assistants have been embedded in iPhones and many different Android smartphones for years. Taking this a step further, voice is the only way to communicate with the recently introduced Amazon Echo and Google Home “smart speakers” used to search the web and control other devices.

Speech-recognition software converts the sound waves in a person’s voice, captured by a microphone, into different vibration patterns. The software’s algorithms then use machine learning to train a device to identify those patterns as words and phrases. The more the algorithms catalogue spoken language, the better the software becomes at interpreting speech. Add in GPS, mapping software and data gathered by cameras, accelerometers and other sensors, and a voice assistant such as Alexa or Apple’s Siri begins to build context that helps it, for example, suggest a nearby restaurant and give driving directions to get you there.

In Demand

Demand for this technology has grown sharply, despite its shortcomings, which include difficulty picking out commands in a noisy room and understanding accents. In a Pew Research Center survey of 4,135 people in December the majority of respondents reported their voice assistants accurately responded to commands “most” (39 percent) or “some” (42 percent) of the time. Still, 16 percent of users said the assistants accurately respond to their commands “not very often.”

The technology’s greatest strength at the moment is its ability to almost instantaneously provide users with information or entertainment, says Andrew McStay, a professor of digital life at Bangor University’s School of Creative Studies and Media in Wales. “Digital voice assistants remove the need to type out requests—it’s a much more natural mode of interaction,” McStay says. But he adds the devices sometimes lack important contextual understanding of what a person is trying to say—which “can be quite frustrating.”

There are still kinks to iron out before digital voice assistants are as useful as touch screens, agrees Murray Goulden, a senior research fellow at University of Nottingham’s School of Sociology and Social Policy in England. “My main experience after using Alexa in my home for two days was telling the kids to be quiet so that I could communicate with [the device],” Goulden says. “Alexa’s voice recognition is impressive, but if there’s any background noise, then she’s hopeless.” The technology seems to be designed for individual users but “that is not necessarily the dynamic when you bring technology into the home,” Goulden notes.

Regardless of the technology’s faults, Google announced just before CES that its Assistant is now available on more than 400 million devices including Google Home, Android phones and tablets, and even iPhones. The company says it sold “tens of millions” of Google Home, Home Mini and Home Max smart speakers in 2017, and that Assistant can be used to control more than 1,500 smart-home devices such as air purifiers, precision cookers and alarm systems. Amazon claims to have sold “tens of millions” of Alexa-enabled devices worldwide during the 2017 holiday season alone. And during that time Alexa helped users mix tens of thousands of cocktails, switch holiday lights on and off, and search the Web for recipes, holiday music and jokes, according to the company.

The Cost

More revealing than what Alexa was asked to do, however, is what Amazon learned about its customers. Alexa-gathered data indicated the martini and the Manhattan were the most-requested drinks, chocolate chip cookies were the most-requested recipe and “Jingle Bells” was the most-requested song. Alexa also informed Amazon that the most common person people called this holiday season was “mom” in the U.S. and Germany, and “dad” in the U.K. Such intelligence gathering is not necessarily nefarious, but it certainly helps Amazon market products on its shopping site.

Voice interfaces are a way Amazon, Google and Apple can gather information—not just on shopping preferences and other internet activities—but also about how they behave and interact with one another in the home itself, McStay says. “Those companies already know what we do online and when we make purchases,” he notes.

Privacy concerns are not necessarily deal breakers for many consumers but they are certain to grow as the technology proliferates. Apple announced its HomePod smart speaker last June and intends to start selling it this year. The company already builds Siri into a number of its products including the iPad, Mac and Apple TV. Samsung introduced its Bixby voice-controlled digital assistant last year and plans to include the technology on all of its devices by 2020. The Family Hub refrigerator, a smart icebox that Samsung introduced at the CES, includes Bixby as well as a touch screen to control an internal camera, which can send notifications to household members when it needs to be restocked. Moen, a maker of faucets and other plumbing equipment, introduced at the CES a $1,200 digitally controlled shower system whose water temperature and flow can be controlled with voice commands via Alex or Siri. Home goods retailer Kohler took things a step further by introducing its Numi intelligent toilet, which includes voice-controlled ambient lighting in variable colors, Bluetooth connectivity and a heated seat and foot warmer.

All of this may seem invasive, to say the least, but for their part Amazon and Google insist their smart speakers do not record voices until someone directly addresses the device with a “wake word” such as “Alexa” or “okay Google.” It is possible to accidentally “wake” such devices, however, which means it is not always clear when they are listening.

It is also unclear how families will be able to easily manage data collected in the home, Goulden says. “You can’t manage access to that data the way you have in the past such as with passwords tied to a single user account,” he adds. “It isn’t clear who should have access to what data, because it will be contributed by multiple different members of the household. The privacy boundaries between us and those we live with are complex, both highly nuanced and changing over time—for example, as kids become young adults.”

参考译文
Alexa,你拿我家人的个人信息干什么?
上周在拉斯维加斯举行的消费电子展(CES)上,很多人都在谈论语音控制的新一代“智能家居”技术。数十家公司纷纷推出声控电视、电灯开关、恒温器、淋浴喷头,甚至还有“智能马桶”。它们的主界面都依赖于亚马逊、谷歌、苹果和三星的数字助手。在消费电子展上,对新潮科技的营销炒作并不新鲜,但语音控制的狂热让人们更仔细地了解这项技术能(和不能)做什么——更不用说公司不断从你家里几乎每个房间收集数据所带来的明显的隐私担忧了。亚马逊Alexa、谷歌Assistant和其他数字语音助手依靠语音识别技术来解释命令并决定适当的回应。多年来,这些助手一直被嵌入iphone和许多不同的安卓智能手机中。更进一步说,语音是与最近推出的亚马逊Echo和谷歌Home“智能音箱”(用于搜索网页和控制其他设备)沟通的唯一方式。语音识别软件将麦克风捕捉到的人的声音中的声波转换成不同的振动模式。然后,该软件的算法使用机器学习训练设备,将这些模式识别为单词和短语。算法对口语的分类越多,软件对语音的解读就越好。再加上GPS、地图软件以及由摄像头、加速计和其他传感器收集的数据,Alexa或苹果(Apple)的Siri等语音助手就开始构建帮助它的上下文环境,例如,建议附近的餐厅,并为你提供前往那里的驾驶指示。尽管该技术存在一些缺点,包括在嘈杂的房间里难以识别指令和听不懂口音,但对该技术的需求却急剧增长。皮尤研究中心(Pew Research Center)去年12月对4135人进行的一项调查显示,大多数受访者表示,他们的语音助手在“大部分”(39%)或“部分”(42%)的情况下准确地响应了命令。尽管如此,仍有16%的用户表示,助手“不经常”准确地响应他们的命令。威尔士班戈大学创意研究和媒体学院的数字生活教授安德鲁·麦克斯泰说,目前这项技术最大的优势是它几乎可以立即向用户提供信息或娱乐。“数字语音助手消除了键入请求的需要——这是一种更自然的交互模式,”McStay说。但他补充说,这些设备有时对一个人想说的话缺乏重要的上下文理解——这“可能相当令人沮丧”。英国诺丁汉大学(University of Nottingham)社会与社会政策学院高级研究员默里•古尔登(Murray Goulden)对此表示赞同,在数字语音助手变得像触摸屏一样有用之前,还有一些问题需要解决。古尔登说:“在家里使用Alexa两天之后,我的主要经验是让孩子们保持安静,这样我才能与(这个设备)交流。”“Alexa的语音识别能力令人印象深刻,但如果有任何背景噪音,那她就没有希望了。”这项技术似乎是为个人用户设计的,但古尔登指出,“当你把技术带进家里时,不一定是这样的动态。” 尽管该技术存在缺陷,但谷歌在消费电子ces前宣布,它的助手现已在超过4亿部设备上使用,包括谷歌Home、安卓手机和平板电脑,甚至iphone。该公司表示,2017年销售了“数千万台”谷歌Home、Home Mini和Home Max智能音箱,Assistant可以用来控制超过1500台智能家居设备,如空气净化器、精密炊具和报警系统。亚马逊声称,仅在2017年的节日季,就在全球售出了“数千万台”alexa设备。据该公司称,在此期间,Alexa帮助用户调了数万杯鸡尾酒,开关节日灯,并在网上搜索食谱、节日音乐和笑话。然而,比Alexa被要求做什么更能说明问题的是亚马逊对其客户的了解。亚历克斯收集的数据显示,马提尼和曼哈顿是最受欢迎的饮料,巧克力饼干是最受欢迎的食谱,《铃儿响叮当》是最受欢迎的歌曲。Alexa还告诉亚马逊,在美国和德国,人们最常称呼的人是“妈妈”,在英国是“爸爸”。这样的情报收集不一定是邪恶的,但它肯定有助于亚马逊在其购物网站上营销产品。McStay说,语音界面是亚马逊、谷歌和苹果收集信息的一种方式,不仅仅是关于购物偏好和其他互联网活动,还包括他们在家中如何行为和彼此之间的互动。他指出:“这些公司已经知道我们在网上做什么,知道我们什么时候购物。”对于许多消费者来说,隐私问题不一定会成为交易的障碍,但随着技术的普及,隐私问题肯定会越来越严重。苹果去年6月发布了HomePod智能音箱,并计划今年开始销售。苹果公司已经将Siri应用到包括iPad、Mac和Apple TV在内的一系列产品中。三星去年推出了语音控制数字助手Bixby,并计划到2020年将该技术应用于所有设备。三星在CES上推出的智能冰箱Family Hub冰箱,包括Bixby和控制内部摄像头的触摸屏,该摄像头可以在需要补充食物时向家庭成员发送通知。水龙头和其他管道设备制造商Moen在CES上推出了一款价值1200美元的数字控制淋浴系统,它的水温和流量可以通过Alex或Siri进行语音控制。家居用品零售商科勒(Kohler)在这方面更进一步,推出了Numi智能马桶,这款马桶包括可变颜色的语音控制环境照明、蓝牙连接、加热座椅和暖脚器。所有这些可能看起来有点侵犯性,但就亚马逊和谷歌而言,他们坚持他们的智能音箱不会录音,除非有人直接用“Alexa”或“ok谷歌”等“唤醒词”来呼叫设备。然而,不小心“唤醒”这些设备是有可能的,这意味着它们在监听时并不总是清楚。古尔登说,目前还不清楚家庭如何能够轻松地管理家中收集的数据。他补充说:“你不能像过去那样管理对这些数据的访问,比如把密码绑定到单个用户账户上。”“目前还不清楚谁应该获得哪些数据,因为这些数据将由多个不同的家庭成员提供。我们和和我们一起生活的人之间的隐私界限是复杂的,既非常微妙,又会随着时间的推移而变化——例如,随着孩子长大成人。”
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