AIHOT 于 2026-08-18 收录了“Firefox Smart Window 更新：AI 浏览模式接入实时网页信息与来源链接”这一公开动态。以下先呈现从来源页面抓取的正文，再给出 AIHOT 摘要与 TopoReduce 编辑解读。
PUBLIC SOURCE CONTENT
已抓取公开正文公开原文内容
Firefox’s Smart Window promises a better AI browser | The Verge
- AI
- News
- Tech
Firefox’s Smart Window promises a better AI browser
Mozilla says its AI browser feature is user-first and privacy-focused, without taking over your browser.
Mozilla says its AI browser feature is user-first and privacy-focused, without taking over your browser.
by Stevie Bonifield
Aug 18, 2026, 1:00 PM UTC
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-
-
Image: Mozilla
Stevie Bonifield is a news writer covering all things consumer tech. Stevie started out at Laptop Mag writing news and reviews on hardware, gaming, and AI.
Starting today, AI chats in Firefox’s Smart Window AI browsing mode can pull from current web info and show source links in chat responses through a partnership with Exa. Smart Window can also now automatically suggest tab groups and show visual previews of pages you previously visited when you search your browsing history using natural language.
I saw a live demo that showed how the Smart Window AI could sort through selected links in your browsing history to pull up “running shoes I looked at last week,” and pop up images pulled from the sites browsed previously. The suggested groups of tabs can also find and close duplicates, making it easier to keep track of what’s important. Instead of mostly having the AI present new results from searches and browsing, it’s sorting through what you’ve already seen and adding citations for results it pulls up from Exa.
In a blog post announcing the update, it says that this can help you check answers or find your place again, especially if you remember what was on a page even if you don’t specifically remember which page you were looking at before. I’ll need to try it to find out how useful that actually is, but Mozilla says that beta users said it helped them maintain their train of thought better. Future updates will add Chrome-like surfacing of recent browsing journeys, and AI-powered autofill for online forms.
Image: Mozilla
Smart Window is still an opt-in beta feature, and Mozilla’s head of Firefox, Ajit Varma, said in an interview with The Verge that there isn’t a “precise date” yet for when it will leave beta. It was initially announced last year as “AI Window,” a browsing mode in Firefox with AI features like searching through your open tabs or browser history using natural language. Since then, Mozilla added a new AI Controls section to Firefox’s settings where users can turn off all of the browser’s AI features or pick and choose which ones to leave on.
Varma said Mozilla is trying to take an “agnostic” approach to AI in Firefox, offering AI features like Smart Window for those who want them without forcing everyone to use those features. “They didn’t create a browser for you to go to Wikipedia more; they created a browser for you to generate more LLM and chat queries. Whereas for us, we are just looking at more just browser experience, user experience.”
Related
- Mozilla’s new CEO is doubling down on an AI future for Firefox
Users can choose which AI model they want to use in Smart Window, including Google’s Gemini 3.1 Flash Lite, OpenAI’s oss-gpt-120b, Alibaba’s Qwen3-235B-A22B-Instruct-2507, or their own local AI models. “We’re looking at making sure that there is a possibility for digital sovereignty, so you can choose local AIs and AI from companies that are maybe based in your region that have different views than maybe some of the big tech companies,” Varma said.
Firefox AI senior staff product manager Steve Truong said the models users can choose from “are all done under a zero-data-retention contract. So, when we work with the third parties either providing inference or API calls, we ensure that they are operating on the user prompt in memory and then not storing anything to train their models, to support advertising, or to generally allow for human review.” He added, “We also ourselves do not retain user chats in our servers without user permission to do things like model training — we’re not making models — and certainly not for human review and for advertising.”
“We want to make sure it’s easy for people to get [Firefox] into the state that they want, but we also don’t want to be prescriptive to say there’s only our way of doing things or only one way to do things. But it’s really recognizing that we’re a neutral party on the internet and we want to cater to everybody,” Varma said.
This “user-first, user-centric” approach involves adding new features and making changes based on user feedback — for instance, Truong said Mozilla added the top navigation bar in Smart Window after users asked for it.
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Firefox’s Smart Window promises a better AI browser
Mozilla says its AI browser feature is user-first and privacy-focused, without taking over your browser.
Mozilla says its AI browser feature is user-first and privacy-focused, without taking over your browser.
by Stevie Bonifield
Aug 18, 2026, 1:00 PM UTC
-
-
-
Image: Mozilla
Stevie Bonifield is a news writer covering all things consumer tech. Stevie started out at Laptop Mag writing news and reviews on hardware, gaming, and AI.
Starting today, AI chats in Firefox’s Smart Window AI browsing mode can pull from current web info and show source links in chat responses through a partnership with Exa. Smart Window can also now automatically suggest tab groups and show visual previews of pages you previously visited when you search your browsing history using natural language.
I saw a live demo that showed how the Smart Window AI could sort through selected links in your browsing history to pull up “running shoes I looked at last week,” and pop up images pulled from the sites browsed previously. The suggested groups of tabs can also find and close duplicates, making it easier to keep track of what’s important. Instead of mostly having the AI present new results from searches and browsing, it’s sorting through what you’ve already seen and adding citations for results it pulls up from Exa.
In a blog post announcing the update, it says that this can help you check answers or find your place again, especially if you remember what was on a page even if you don’t specifically remember which page you were looking at before. I’ll need to try it to find out how useful that actually is, but Mozilla says that beta users said it helped them maintain their train of thought better. Future updates will add Chrome-like surfacing of recent browsing journeys, and AI-powered autofill for online forms.
Image: Mozilla
Smart Window is still an opt-in beta feature, and Mozilla’s head of Firefox, Ajit Varma, said in an interview with The Verge that there isn’t a “precise date” yet for when it will leave beta. It was initially announced last year as “AI Window,” a browsing mode in Firefox with AI features like searching through your open tabs or browser history using natural language. Since then, Mozilla added a new AI Controls section to Firefox’s settings where users can turn off all of the browser’s AI features or pick and choose which ones to leave on.
Varma said Mozilla is trying to take an “agnostic” approach to AI in Firefox, offering AI features like Smart Window for those who want them without forcing everyone to use those features. “They didn’t create a browser for you to go to Wikipedia more; they created a browser for you to generate more LLM and chat queries. Whereas for us, we are just looking at more just browser experience, user experience.”
Related
- Mozilla’s new CEO is doubling down on an AI future for Firefox
Users can choose which AI model they want to use in Smart Window, including Google’s Gemini 3.1 Flash Lite, OpenAI’s oss-gpt-120b, Alibaba’s Qwen3-235B-A22B-Instruct-2507, or their own local AI models. “We’re looking at making sure that there is a possibility for digital sovereignty, so you can choose local AIs and AI from companies that are maybe based in your region that have different views than maybe some of the big tech companies,” Varma said.
Firefox AI senior staff product manager Steve Truong said the models users can choose from “are all done under a zero-data-retention contract. So, when we work with the third parties either providing inference or API calls, we ensure that they are operating on the user prompt in memory and then not storing anything to train their models, to support advertising, or to generally allow for human review.” He added, “We also ourselves do not retain user chats in our servers without user permission to do things like model training — we’re not making models — and certainly not for human review and for advertising.”
“We want to make sure it’s easy for people to get [Firefox] into the state that they want, but we also don’t want to be prescriptive to say there’s only our way of doing things or only one way to do things. But it’s really recognizing that we’re a neutral party on the internet and we want to cater to everybody,” Varma said.
This “user-first, user-centric” approach involves adding new features and making changes based on user feedback — for instance, Truong said Mozilla added the top navigation bar in Smart Window after users asked for it.
Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.
- Stevie Bonifield
- AI
- News
- Tech
- Web
Most Popular
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- Apple’s camera-equipped AirPods appear in leaked video
- Comcast is turning millions of its routers into motion detectors
- Coyote vs. Acme is even funnier because Warner Bros. Discovery tried to kill it
- YouTube is changing how it counts views to give the numbers a boost
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Apple’s camera-equipped AirPods appear in leaked video
Robin Williams’ Instagram account brought back to fight ‘AI abuse’
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Jay PetersAug 18
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Aug 18
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Aug 18
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AIHOT 摘要
Mozilla 今日起为 Firefox 的 Smart Window AI 浏览模式新增功能，通过与 Exa 合作，AI 聊天可引用当前网页信息并显示来源链接，同时支持自然语言搜索历史浏览记录并显示页面视觉预览。
为什么值得关注
对比多数浏览器把 AI 当作新查询入口，Firefox 用智能窗口整理浏览历史并允许选择本地模型，隐私敏感用户有了一个可对照的数据处理选项。
工程化解读
从 TopoReduce 的工程视角看，这条信息属于“多模态与端侧”主题。它的价值不只在于一个新产品或新观点本身，还在于说明 AI 系统正在如何影响模型接入、智能体协作、研发流程、基础设施和团队决策。实际采用前，应结合原文确认版本、适用范围、价格和运行条件。
- 发布时间：2026-08-18；AIHOT 分类：多模态与端侧。
- AIHOT 标签：
- AIHOT 判断：对比多数浏览器把 AI 当作新查询入口，Firefox 用智能窗口整理浏览历史并允许选择本地模型，隐私敏感用户有了一个可对照的数据处理选项。
- AIHOT 评分：52；评分用于站内排序，不等同于独立评测结论。
TopoReduce 编辑观察
当 AI 动态进入真实生产环境，团队需要同时关注能力边界、数据来源、调用成本、权限控制和可回滚性。把单条新闻放回完整工程链路中阅读，比只看标题更有助于判断它是否适合自己的产品和工作流。