亚马逊将于 7 月 30 日起停止接受 Mechanical Turk 的新用户。
Amazon will stop accepting new customers for Mechanical Turk

原始链接: https://techcrunch.com/2026/07/05/amazon-will-stop-accepting-new-customers-for-mechanical-turk/

亚马逊宣布其众包平台 Mechanical Turk 将于 2026 年 7 月 30 日起停止接受新客户。虽然现有用户可以继续使用该服务,但亚马逊表示将不再推出新功能,这实际上让该平台进入了“维持生命”的状态。 Mechanical Turk 推出于 2005 年,允许企业将简单的、依赖人工的任务外包给全球劳动力。随着时间的推移,它成为了训练人工智能模型和进行数据标注的关键工具。然而,该平台在劳工道德及其在“伪”人工智能产品中的作用方面一直饱受争议。 近年来,由于机器人活动和欺诈问题日益严重,该服务的相关性已逐渐减弱。具有讽刺意味的是,该平台走向衰落的原因在于调查发现,其很大一部分工作人员开始使用人工智能工具来完成任务,这引起了人们对是否还有必要进行人工参与的质疑。鉴于这些挑战以及自动化替代方案的兴起,许多观察人士认为,亚马逊的这一决定标志着这个长期存在的市场走向终结的开始。

亚马逊宣布,自 7 月 30 日起,其众包平台 Mechanical Turk 将停止接受新客户。 这一消息在 Hacker News 上引发了讨论,用户们推测该平台的衰落与人工智能的崛起有关。一位评论者指出,2023 年的一项分析发现,近一半的 Mechanical Turk 工作者已经在利用大语言模型来完成任务,这使得该服务日益变得多余。 虽然一些老用户怀念该平台作为副业收入来源的作用,但另一些人则指出了这种情况的讽刺之处:这项以人力为核心的劳动力服务,正被它曾经帮助训练的 AI 技术所取代。尽管一些贡献者认为人类劳动力仍然比当前的 AI 更有效,但普遍的共识是,在生成式自动化时代,该平台的重要性已荡然无存。
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原文

These may be the last days of Amazon’s Mechanical Turk.

An announcement on the Mechanical Turk website says that on July 30, 2026, the crowdsourcing service will close to new customers. Amazon Web Services says the decision was made after “careful consideration,” adding, “Existing customers can continue to use the service as normal. AWS continues to invest in security and availability improvements for Mechanical Turk, but we do not plan to introduce new features.”

In other words, Amazon isn’t completely pulling the plug, but the service is very much on life support.

First launched in 2005, Mechanical Turk was a marketplace where people were paid tiny amounts to perform simple tasks that resisted full automation — things like completing CAPTCHA challenges or identifying the basic sentiment in a sentence.

In its heyday, the service was at the center of debates around the ethics of crowdsourced labor, and it even played a small role in the early stages of the Facebook-Cambridge Analytica scandal. 

Beginning in 2018, Amazon began billing it as a way for companies to annotate data to train neural networks as part of its SageMaker AI service.

Mechanical Turk has also been described as the hidden enabler for companies taking a fake-it-till-you-make-it approach to AI, where products marketed as AI are actually powered by the Mechanical Turk workforce — all the more fitting since the original Mechanical Turk was itself a hoax, with a hidden human chess player pretending to be a chess-playing machine.

Over time, the relationship between Mechanical Turk and AI models grew even more complicated. In a snake-eating-its-own-tail irony, a 2023 analysis found that between 33% and 46% of workers on the platform were using large language models to complete their tasks, raising questions about the reliability of data annotated on the platform and also about whether humans needed to be in the loop at all.

This week, after Amazon’s decision became public, one Reddit user suggested the platform died “years ago,” with workers and researchers abandoning it due to bots and fraud. The user predicted, “Someone at Amazon is going to decide keeping the Mturk servers running is a waste of time and resources and pull the plug entirely.”

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