亚马逊在持续失败后正在裁撤其人工智能部门
Amazon Is Gutting Its AI Division After Sustained Failure

原始链接: https://futurism.com/artificial-intelligence/amazon-ai-division-failure-nova

亚马逊正在缩减其 Nova AI 模型及内部 AI 实验室,将大部分文本、图像和视频模型转入维护模式,据彭博社报道。该公司正将资源转向由 Pieter Abbeel 领导的机器人前沿模型项目;Pieter Abbeel 的 Covariant 公司已被亚马逊收购。这一转变发生在亚马逊大语言模型 traction 较弱、并关闭位于旧金山、专注于通用人工智能的 80 人办公室之后。此举表明,在 LLM 回报与 AGI 前途普遍不确定的背景下,亚马逊正将 AI 优先方向收窄至自动化与机器人,而非直接在消费级 LLM 领域展开竞争。

Hacker News 的一个帖子讨论了 Amazon 在持续失败后大幅削减其 AI 部门。评论者将困境归因于 Amazon 的职场文化——高离职率、PIP 压力、交易化面试——以及 AWS 严格的数据安全与合规规范阻碍前沿 AI 实验室的敏捷性。其他人指出 Amazon 的 AI 模型(如 Nova)落后于 Gemini 等竞争对手,而 Alexa 的新 AI 功能在基础任务上也不够可靠。一些人认为 Amazon 更适合销售 AI 基础设施(“铲子”)并利用开放权重模型,而不是追逐前沿实验室;Apple 被认为采取了类似的务实立场。文章本身较旧(7 月),引发评论称 AI 新闻需要日期标签。总体共识倾向于认为 Amazon 的规模与文化使前沿 AI 变得困难,但其云业务仍然强劲。
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原文

By now, you’d be hard pressed to find anyone who isn’t broadly familiar with the AI heavyweights and their flagship models. OpenAI has ChatGPT, Anthropic has Claude, Google has Gemini. But what does Amazon have?

Not a whole lot, it turns out. Unlike its competitors in the tech megacorp scene, Amazon’s standout AI model — organized under the name “Nova” — is about the farthest thing from a household name. And that’s not likely to change anytime soon, because the ecommerce giant is now gutting its in-house AI labs, Bloomberg reports.

Per the outlet, Amazon is scaling back the ambitions of most of its Nova AI models and reorganizing its AI development teams as part of an effort to narrow its focus on “highest priority” goals, after its power-hungry large language models turned out to be a bust.

Accordingly, the company has put most of its AI models on ice, Amazon insiders told Bloomberg. This includes its text-based Nova models, as well as video- and image-generating models, all of which have been placed in a state of “keep the lights on,” meaning they’re technically still supported, but only receive the bare minimum resources needed to sustain them.

Instead, labor and computing power are being diverted toward a singular “frontier-model effort” led by Pieter Abbeel, director of the Berkeley Robot Learning Lab whose robotics company Covariant was hoovered up by Amazon in 2024. At the time Abbeel joined the tech giant, Covariant’s founders were working on AI models for robots, which lines up pretty well with Amazon’s push to automate everything it possibly can.

News of the shift in Amazon’s strategic focus comes a week after it closed one of its key AI offices in San Francisco, an 80-person site specializing in research on artificial general intelligence, the supposed next-level of AI development where the tech obtains human-level intelligence and reasoning skills.

With urgent questions swirling over whether LLMs can ever usher in a return on investment — let alone AGI — it may be that Amazon is jumping out of the AI hype cycle while it still can.

More on Amazon: Amazon’s AI-Generated Animated Series Canceled After Relentless Derision

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