# AWS介绍Amazon Quick Smart Approvals：自动审核代理操作并保留人工审批

> AWS在2026年11月4日的机器学习博客中介绍Amazon Quick的Smart Approvals。该功能在现有权限和审批控制内，按用户请求自动批准符合条件的AI代理操作，或退回用户审核；AWS称它不授予额外权限，也不移除必需的人工审批。

- 栏目：云计算与企业软件
- 本站发布：2026-11-05 18:48（北京时间）
- 原始消息发布：2026-11-05 00:33（北京时间）
- 消息来源：AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)
- 本页网址：https://jecy.cloud/news/articles/2026-11-04-85bc98fa1674.html

## 功能定位

2026年11月4日，AWS机器学习博客刊出Steve Vinsik的文章，介绍Amazon Quick Suite中的Smart Approvals。文章指出，权限决定AI代理（在Quick中执行操作的程序）能做什么，但获准的操作仍可能需要人来判断。博客称，Smart Approvals在用户现有的权限和审批控制内审查符合条件的操作。[^1][^2]

博客称，Smart Approvals会对照用户请求评估每个拟议操作，然后自动批准，或退回用户审核。AWS强调，这一过程不授予额外权限，也不移除必需的人工审批。[^3][^4]

## 自动审核的资格

操作要进入自动审核，需满足两个条件：用户的设置为“Ask each time”（每次询问），且没有其他控制要求人工审批。其中“Ask each time”是用户侧设置，博客用这两项条件界定自动审核的入口。[^5]

## 审查方式与厂商说明

审查由单独的分类器模型完成。博客称，Smart Approvals用该分类器对照用户请求和有限的对话上下文，评估符合条件的操作。[^6]

上述机制描述来自AWS机器学习博客，是厂商对产品功能的说明。博客没有给出自动审批的数量、准确率或独立测试结果，因此其实际效果仍需使用方结合自身控制配置验证。[^6]

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## 原文摘录

[^1]: "Permissions establish which actions agents can take, but a permitted action can still warrant a person’s judgment." — AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)
[^2]: "Smart Approvals in Amazon Quick addresses this challenge by reviewing eligible actions within your existing controls." — AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)
[^3]: "It evaluates each proposed action against the user’s request and either approves it automatically or returns it to the user for review." — AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)
[^4]: "It does this without granting additional permissions or removing required human approvals." — AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)
[^5]: "With Smart Approvals enabled, an action is eligible only when the user’s setting is “Ask each time” and no other control requires human approval." — AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)
[^6]: "How eligible actions are reviewed Smart Approvals uses a separate model, the classifier, to evaluate eligible actions against the user’s request and a bounded view of the conversation." — AWS 机器学习博客 (https://aws.amazon.com/blogs/machine-learning/smart-approvals-in-amazon-quick-human-oversight-where-it-matters/)

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