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2021 年最大的技术失败

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  发表于 Dec 24, 2021 02:46:11 | 只看该作者 回帖奖励 |倒序浏览 |阅读模式
(CNN) 对许多人来说,2021 年充满希望和挑战,因为新冠病毒疫苗变得更广泛可用,但大流行又拖了一年。虽然在大流行期间技术继续让我们保持娱乐和联系,但它也让我们的生活变得更加艰难。

今年有时会出现技术失灵或完全无法运行的情况——从巨大的互联网中断和严重的勒索软件攻击,到 Meta(前身为 Facebook 的公司)的一系列问题。 (事实上​​,这是我们在此处列出两次的一家公司。)

以下是 CNN Business 列出的 2021 年一些最值得关注的科技巨头:

Facebook LinkedIn 遭遇海量数据泄露

今年 4 月,网络安全专家表示,50 亿 Facebook 用户的个人信息,包括电话号码、生日和电子邮件地址,已被发布到黑客使用的网站上。 Facebook 当时表示,此前曾有报道称,2019 年“恶意行为者”从人们的个人资料中窃取了相同的数据——这一问题在同年得到解决。该事件再次表明,收集大量个人数据的公司对于不良行为者来说是多么脆弱。

同样在 4 月,LinkedIn 证实,从其大约 5 亿用户个人资料中抓取的公开详细信息已在黑客网站上出售。 Linkedin 当时表示,出售的数据库“实际上是来自多个网站和公司的数据的集合”。该公司还表示,这“不是 LinkedIn 数据泄露”。

公民应用程序错误地识别了涉嫌纵火犯

今年 5 月,Citizen 是一家应用发送实时犯罪警报的初创公司,提供 30,000 美元的奖励,以帮助确定谁引发了洛杉矶的野火。包括张贴在 Signal 上的一名男子的照片在内的线索促使警方拘留了一名嫌疑人。只有一个(非常大的)问题:结果是他被误认了。

该公司曾在其名为 OnAir 的应用程序中使用一种新产品来广播有关嫌疑人的信息,但表示在传播信息之前未能遵循自己的验证协议。

勒索软件攻击成为大麻烦

今年,勒索软件攻击——黑客可以访问计算机系统,并实质上是为了金钱而将公司作为人质——急剧上升,尤其是针对企业和关键基础设施的攻击。 5 月份的一次重大袭击凸显了美国基础设施在此类犯罪面前的脆弱性:Colonial Pipeline。

作为美国最大的燃料管道之一,Colonial Pipeline 在其网络遭到网络攻击时被迫停止运营,这显然是由于黑客访问了已泄露的密码而成为可能。 Colonial Pipeline 的首席执行官后来承认支付了 440 万美元的赎金,以让公司的网络重新启动并运行。今年 6 月,美国司法部调查人员表示,他们追回了 230 万美元的加密货币,这些加密货币支付给了殖民地管道攻击背后的黑客。

两次中断(短暂)导致大部分互联网中断

在不到两周的时间里,它发生了两次:大片互联网瘫痪,被大多数人甚至从未听说过的科技公司中断。中断很快被检测到并且持续时间很短,但它们强调了我们对互联网的依赖程度,以及它是多么不稳定。

首先,6 8 日,包括 Reddit、CNN、亚马逊和许多其他网站在内的无数网站因内容交付网络 Fastly 中断而陷入黑暗。然后,在 6 17 日,类似公司 Akamai Technologies 的一个问题破坏了包括西南航空公司、联合航空公司、澳大利亚联邦银行和香港证券交易所在内的网站。

对于大多数受影响的网站,Fastly 中断在一分钟内被发现,持续不到一个小时,而 Akamai 在几秒钟内让客户知道问题并能够在四小时内修复它(该公司表示,大多数受影响的客户仅在分钟)。

这些并不是今年唯一的重大互联网故障:去年 12 月,亚马逊的云计算服务遭遇了 3 次中断,导致 Disney+、Slack、Netflix、Hulu 和许多其他公司出现问题。在至关重要的假期期间,它还扰乱了亚马逊的物流运营。

Facebook的可怕,可怕,不好,非常糟糕的一天

10 4 日星期一,对于这家很快将更名为 Meta 的公司来说,在许多方面都很糟糕。

前一天晚上,Facebook 举报人 Frances Haugen 在“60 分钟”片段中透露了她的身份,声称该公司知道其社交网络如何被用来传播错误信息、仇恨言论和暴力。 (Haugen 之前是匿名消息来源,他将数千页内部文件泄露给《华尔街日报》,导致了一系列从 9 月开始被称为 Facebook 文件的诅咒故事。)

然后,周一,一次重大中断导致 Facebook、WhatApp Instagram 关闭了数小时,并将其归咎于“配置更改”。由于该公司正在应对 Haugen 的电视露面造成的停电和反弹等问题,其股票在交易中暴跌。它准备接受更多的监管审查,因为 Haugen 将在第二天在国会议员面前作证。哦,那天公司还要求驳回联邦贸易委员会对其提出的反垄断投诉。

这一天预示着那个月的到来。 10 月下旬,一个由 17 家美国新闻机构组成的财团开始根据 Haugen 的法律顾问向美国证券交易委员会披露并以编辑形式提供给国会的文件发布他们自己的报道。包括 CNN 在内的财团审查了国会收到的编辑版本。这些故事包括有关协调团体如何使用 Facebook 煽动暴力(例如 1 6 日的叛乱)以及人贩子如何利用社交网络剥削他人的详细信息。 (Facebook 一再试图诋毁 Haugen,并表示她对这些文件的证词和报告错误地描述了其行为和努力。)

Zillow 学到了关于使用 AI 估算房价的惨痛教训

去年 11 月,Zillow 宣布将关闭其房屋翻转业务 Zillow Offers,理由是“预测房价的不可预测性”“远远超出”公司的预期。

这一消息令人震惊地承认这家房地产上市公司的失败,该公司在第三季度减记了 3.04 亿美元的库存,股价暴跌,并表示计划裁员 2,000 人——占员工总数的四分之一。

但这也标志着今年早些时候的明显转变,当时该公司对其使用人工智能估算房屋价值的能力表现出如此自信,以至于它曾表示其所谓的“Zestimate”将作为某些房屋的初始购买房产的现金报价。显然,为了盈利而买卖房屋不仅困难;使用人工智能做出这样的现实世界的决定也非常棘手。

特斯拉“全自动驾驶”吓坏司机(包括CNN)

特斯拉首席执行官埃隆马斯克长期以来一直吹捧这家电动汽车公司的“全自动驾驶”软件。然而,到 2021 年末,它仍然不是完全自主的——相反,它提供了驾驶员辅助功能,要求用户同意他们必须在方向盘上保持警惕,以防他们需要接管。此外,到目前为止,只有少数特斯拉司机能够试用它,其中包括一群支付 10,000 美元以访问该功能的“测试版”版本的客户。

虽然这个功能听起来很神奇,但使用过它的司机在 11 月告诉 CNN Business,除了令人惊叹的因素之外,他们通常不确定他们的汽车接下来会做什么——当你坐在方向盘后面时,这是一个可怕的前景。一辆重达数千磅的汽车。 CNN Business 11 月在纽约市街道上的特斯拉 Model 3 上试用了该功能,结果有时令人恐惧:该软件试图将汽车驶入 UPS 卡车以避开骑自行车的人,并试图在错误的一侧行驶的道路,差点撞到栅栏,以及其他问题。

The biggest tech fails of 2021

(CNN)For many, 2021 was a mix of hopeful and challenging, as covid vaccines became more widely available but the pandemic dragged on for another year. And while technology continued to keep us entertained and connected during the pandemic, it also made our lives harder.

There were times this year when technology misfired or failed to work entirely from giant internet outages and crippling ransomware attacks to a series of issues for Meta, the company formerly known as Facebook. (So many, in fact, it's the one company we list twice here.)

Here is CNN Business' list of some of the most noteworthy tech-tastrophes of 2021:

Facebook and LinkedIn experience massive data leaks

In April, cybersecurity experts said the personal information of half a billion Facebook users, including phone numbers, birthdays and email addresses, had been posted to a website used by hackers. Facebook said at the time that the same data had previously been reported as scraped from peoples' profiles by "malicious actors" in 2019 and the issue that made it possible was fixed the same year. The incident showed yet again how vulnerable companies collecting massive amounts of personal data can be to bad actors.

Also in April, LinkedIn confirmed that publicly-available details scraped from about 500 million of its users' profiles had been offered for sale on a hacker website. Linkedin said at the time that the database for sale was "actually an aggregation of data from a number of websites and companies." The company also said it was "not a LinkedIn data breach."

Citizen app misidentifies an alleged arsonist

In May, Citizen, a startup whose app sends real-time crime alerts, offered a $30,000 reward for help determining who started a Los Angeles wildfire. Tips, including a photo of a man posted to Signal, led police to detain a suspect. There was just one (very big) problem: it turned out he had been identified by mistake.

The company had used a new product in its app called OnAir to broadcast the information about the suspect, but said it failed to follow its own verification protocols before circulating the information.

Ransomware attacks become big trouble

This year, ransomware attacks in which hackers get access to a computer system and, essentially, hold a company hostage for money rose sharpy, particularly those targeting businesses and critical infrastructure. One major attack in May highlighted the vulnerability of US infrastructure to such crimes: Colonial Pipeline.

One of the largest fuel pipelines in the US, Colonial Pipeline was forced to halt operations when its network was hit by a cyberattack, which was apparently made possible by hackers accessing a compromised password. Colonial Pipeline's CEO later admitted to paying $4.4 million in ransom to get the company's network up and running again. In June, US investigators with the Justice Department said they recovered $2.3 million in cryptocurrency paid to hackers who were behind the Colonial Pipeline attack.

Two outages (briefly) take down much of the internet

It happened twice in less than two weeks: Large swaths of the internet went down, felled by outages at tech companies that most people have never even heard of. The outages were quickly detected and short-lived, but they underscored how reliant we are on the internet, and how precarious it can be.

First, on June 8, countless websites including Reddit, CNN, Amazon, and many others went dark due to an outage at content delivery network Fastly. Then, on June 17, an issue at a similar company, Akamai Technologies, broke websites including those belonging to Southwest Airlines, United Airlines, Commonwealth Bank of Australia, and the Hong Kong Stock Exchange.

The Fastly outage was spotted within a minute and lasted less than an hour for most affected websites, while Akamai let customers know of the problem within seconds and was able to fix it within four hours (and the company said most affected customers were offline for just minutes).

These weren't the only big internet failures of the year: In December, Amazon's cloud computing service suffered three outages that led to issues for Disney+, Slack, Netflix, Hulu, and many others. It also disrupted Amazon's logistics operations during the all-important holiday season.

Facebook's terrible, horrible, no good, very bad day

Monday, October 4, was awful on many fronts for the company that would soon be re-named Meta.

The night before, Facebook whistleblower Frances Haugen revealed her identity on a "60 Minutes" segment, claiming the company knew how its social networks were used to spread misinformation, hate speech, and violence. (Haugen was previously the unnamed source whose leak of thousands of pages of internal documents to The Wall Street Journal resulted in a series of damning stories, known as The Facebook Files, starting in September.)

Then, on Monday, a major outage shut down Facebook, WhatApp, and Instagram for hours, which it blamed on "configuration changes." Its stock plunged in trading as the company contended with the dueling issues of an outage and blowback from Haugen's television appearance. And it braced for more regulatory scrutiny as Haugen was set to testify the following day before members of Congress. Oh, and that day the company also asked for the dismissal of an antitrust complaint that had been filed against it by the Federal Trade Commission.

The day foreshadowed more to come that month. In late October, a consortium of 17 US news organizations started publishing their own stories based on documents included in disclosures made to the Securities and Exchange Commission and provided to Congress in redacted form by Haugen's legal counsel. The consortium, which included CNN, reviewed the redacted versions received by Congress. These stories included details about how coordinated groups use Facebook to foment violence (such as the January 6 insurrection), and how human traffickers use the social network for exploitation of people. (Facebook has repeatedly tried to discredit Haugen, and said her testimony and reports on the documents mischaracterize its actions and efforts.)

Zillow learns a hard lesson about estimating home prices with AI

In November, Zillow announced it would shut down its home-flipping business, Zillow Offers, citing "unpredictability in forecasting home prices" that "far exceeds" what the company had expected.

The news was a stunning admission of defeat for the real estate listing company, which took a $304 million inventory write-down in the third quarter, saw its stock plunge, and said it planned to cut 2,000 jobs a quarter of its staff.

But it also marked a stark turnaround from earlier in the year, when the company appeared so confident in its ability to use AI to estimate home values that it had said its so-called "Zestimate" would, for certain homes, act as an initial cash offer to buy a property. It's not just hard to buy and sell homes for profit, apparently; it's really tricky to use AI to make such real-world decisions, too.

Tesla "full self-driving" freaks out drivers (including CNN)

Tesla CEO Elon Musk has long touted the electric-vehicle company's "full self-driving" software. By late 2021, however, it's still not not fully autonomous rather, it offers driver-assist features that require users to agree that they must remain alert at the steering wheel in case they need to take over. Additionally, only a small number of Tesla drivers have been able to try it out thus far, including a group of customers who've paid $10,000 apiece for access to the "beta" version of the feature.

And while the feature may sound fantastical, drivers who've used it told CNN Business in November that, beyond the wow factor, they are often unsure of what their cars will do next -- a terrifying prospect when you're behind the wheel of a vehicle that weighs thousands of pounds. CNN Business tried the feature on a Tesla Model 3 on New York City streets in November and the results were, at times, scary: the software tried to drive the car into a UPS truck to avoid a cyclist, attempted to drive on the wrong side of the road, and almost hit a fence, among other issues.

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