Core Viewpoint - The article discusses the evaluation of AI translation tools in handling complex document formats, particularly focusing on their performance in translating financial reports, research papers, and academic articles. It highlights the challenges faced by AI in maintaining structural integrity, terminology accuracy, and readability when translating scanned documents and PDFs. Group 1: Evaluation of AI Translation Tools - A systematic evaluation was conducted on 14 mainstream AI translation tools, assessing their performance across three dimensions: translation accuracy, formatting aesthetics, and language coherence [7][9]. - The selected document types for evaluation include research reports, financial reports, and academic papers, which represent high-value scenarios in business, finance, and research [8][16]. - The results revealed that some tools excelled in format preservation but struggled with terminology accuracy, while others demonstrated a better understanding of semantics but compromised on formatting [9][24]. Group 2: Performance Metrics - The evaluation metrics included translation accuracy, formatting aesthetics, and language coherence, with specific scores assigned to each tool based on their performance [23][44]. - Tools like SimplifyAI, Doubao, and Transmart showed balanced performance in terminology handling, data matching, and text logic, indicating a certain level of professional usability [24][49]. - DeepL and Kimi performed adequately, though they occasionally exhibited issues with clarity and sentence structure [44][50]. Group 3: Recommendations for Use - For financial reports, tools that excel in table reproduction and numerical accuracy, such as Tiangong, Immersive Translation, and DeepSeek, are recommended [50]. - For academic translations requiring semantic and stylistic precision, ChatGPT and Minimax are suggested as preferred options [50]. - The article emphasizes the importance of maintaining formatting integrity and effective paragraph handling in PDF translations to enhance overall translation accuracy [50].

近日，有网友反映AI网页翻译插件"沉浸式翻译"存在隐私泄露风险，若用户利用该插件将翻译后的网页 或文件生成分享链接，翻译结果将存储在可公开访问的网站上，导致商业合同、保险记录等敏感内容可 能被搜索引擎抓取、在互联网上公开。 翻译敏感内容应慎重 服务方应做好安全防护 目前，"沉浸式翻译"已将该功能下线，但此前泄露的翻译结果数据仍在互联网上流传。 事件 翻译结果生成快照 泄露大量敏感内容 据了解，"沉浸式翻译"由上海书同文网络科技有限公司研发，是一款提供网页及文档翻译功能的浏览器 插件，通过调用ChatGPT、DeepSeek、Gemini等多款AI大模型，为用户提供视频字幕、文档、网页等的 双语对照翻译结果。该插件自2022年10月起陆续在Edge、Chrome、Safari等多款主流浏览器的扩展商店 上架，曾入选Chrome 2024年度最佳扩展程序，目前仅Edge浏览器上用户量就已超300万。 8月初，陆续有网友在社交平台反映"沉浸式翻译"提供的翻译结果快照分享功能存在缺陷。具体而言， 用户使用该插件翻译网页或文件后，可生成一个快照链接，并将该链接分享给其他用户，但"沉浸式翻 译"没有为快照链接部署反爬虫、 ...

Core Viewpoint - The AI translation plugin "Immersive Translation" has been reported to have privacy leakage risks, as translated content can be publicly accessible if users share snapshot links, potentially exposing sensitive information like business contracts and personal records [1][2][6]. Group 1: Company Overview - "Immersive Translation" is developed by Shanghai Shitongwen Network Technology Co., Ltd., providing web and document translation through AI models like ChatGPT, DeepSeek, and Gemini [2]. - The plugin has been available since October 2022 on major browsers, with over 3 million users on Edge alone [2]. Group 2: Incident Details - Users reported that the snapshot sharing feature of "Immersive Translation" lacked necessary security measures, allowing sensitive translated content to be indexed by search engines [2][6]. - The company acknowledged the issue on August 9, stating that the snapshot feature would be temporarily taken offline until a privacy protection mechanism is established [3]. Group 3: Expert Opinions - Experts noted that the incident was not a data security breach but rather a flaw in the feature itself, highlighting the lack of necessary security protections and user warnings regarding sensitive content [10]. - Previous incidents of data leakage from online translation services have been documented, emphasizing the need for caution when translating sensitive documents [10][11].

Core Viewpoint - The AI translation plugin "Immersive Translation" has been reported to have privacy leakage risks, as translated content can be publicly accessible online, potentially exposing sensitive information such as business contracts and personal records [1][2][6]. Company Overview - "Immersive Translation" is developed by Shanghai Shitongwen Network Technology Co., Ltd. and provides translation services for web pages and documents using AI models like ChatGPT, DeepSeek, and Gemini. The plugin has been available since October 2022 and has over 3 million users on the Edge browser alone [2][3]. Incident Details - Users reported that the snapshot sharing feature of "Immersive Translation" lacked necessary security measures, allowing sensitive translated content to be indexed by search engines. This included business contracts, internal documents, and personal information [2][6][8]. - The company acknowledged the issue on August 9, stating that the snapshot feature would be temporarily taken offline until a robust privacy protection mechanism is established [3][6]. Security Concerns - Experts noted that the incident was not a data security breach but rather a flaw in the feature itself, highlighting the lack of necessary security protections for translated results and insufficient user warnings regarding the sharing of sensitive content [9]. - Historical precedents exist where online translation services have led to data leaks, emphasizing the need for caution when translating sensitive documents [9]. Recommendations for Users - Users are advised to be cautious when using translation services for sensitive content and to consider local deployment of translation models to mitigate risks. They should also review their sharing practices and take remedial actions if they have shared sensitive information [9][10].

Security Alert - A vulnerability in the Immersive Translate plugin, specifically related to improper permission control, has been identified [1] - The vulnerability potentially leads to significant user privacy breaches [1] - Users are strongly advised to immediately uninstall the plugin to prevent potential asset loss and information leakage [1] Response Needed - The founder of Immersive Translate (@OwenYoungZh) has been mentioned, indicating a need for a response or statement regarding the vulnerability [1]

沉浸式翻译的替代品是什么？最好是纯客户端，只想用自己的 API。指的是浏览器插件，全局已经有 bob 了。 ...

Core Viewpoint - The article discusses the creation of a value-added AI tool package for the investment community, highlighting the differences in the availability and pricing of AI products between overseas and domestic markets [1][2]. Group 1: AI Tool Package - An AI tool package worth over $15,000 is offered for a subscription fee of approximately $200 per year, including tools like Cursor, Perplexity, and Notion [1]. - Domestic AI products are often free, and a list of recommended free tools is provided for community members [2]. Group 2: Specific Tools Offered - Xiniu Data, a financial data platform for the tech innovation sector, is available for community members, providing access to investment events, hot analysis, and research reports [3]. - IT Juzi, another data service provider in the investment sector, offers a free trial of its app for community members [7]. - ZERONE Database, specializing in alternative asset data, provides a 30-day free trial for community members, typically priced at 30,000 yuan per year [9]. - Alpha Engine, a research platform, offers a 30-day trial of its Ultra version, valued at approximately 1,650 yuan [11]. - Immersive Translation, a browser plugin for reading overseas reports, offers a 7-day pro membership trial for community members [14]. Group 3: Community Benefits - The investment community includes various resources such as a WeChat group for sharing industry insights, online thematic discussions, and offline gatherings [20][21]. - Members can access a knowledge base containing historical discussions, reports, and networking opportunities [21]. - The community aims to foster a collaborative environment where members can freely discuss business and investment topics [23]. Group 4: Membership and Engagement - The community has a high renewal rate of 90%, indicating strong member satisfaction and perceived value [26]. - Members express gratitude for the community's value, highlighting the importance of connections and shared knowledge [30][32].

Group 1 - The article discusses how AI is transforming learning methods, emphasizing that traditional learning approaches are being redefined in the AI era [6][48]. - It highlights the practical applications of AI in learning, such as real-time problem-solving and efficient information filtering [8][17]. - The article presents five effective learning methods utilizing AI, including hands-on learning, AI filtering, AI integration, AI translation, and AI digestion of complex content [7][40]. Group 2 - The first method, "learning by doing," is noted for its popularity but is criticized for its inefficiency without proper guidance [9][14]. - AI's ability to filter out low-quality information is crucial in an era of information overload, allowing users to access high-quality content more effectively [17][21]. - The integration of AI tools, such as ChatGPT O3 and Dia browser, enhances the learning experience by providing detailed answers and summarizing content from multiple sources [15][16]. Group 3 - AI's role in language translation is emphasized, enabling users to overcome language barriers and access foreign academic papers and technical documents [36][38]. - The article suggests that the importance of note-taking has increased, as AI can help connect insights from personal notes, potentially leading to the creation of high-quality content [32][33]. - The conclusion stresses that AI not only changes how knowledge is acquired but also empowers individuals to become knowledge creators rather than mere consumers [49][50].

Core Insights - The article introduces "Immersive Translate," a bilingual translation browser extension created by Owen in late 2022, which has gained millions of users globally and won Google's Best Extension award in 2024 [2][3]. Group 1: Product Features - Immersive Translate significantly enhances reading and information acquisition, especially for foreign materials, by providing a dual-language translation interface [3][4]. - The tool allows for real-time bilingual subtitle translation for videos, improving comprehension of English grammar and context [10][11]. - It offers a PDF translation feature called BabelDOC, which maintains the layout and data visualization of academic papers and reports [16][18]. Group 2: User Experience - Users can quickly browse various foreign information sources, including financial news and social media, with the tool enhancing efficiency in information retrieval [3][4]. - The extension supports translating local documents and books that lack translations, promoting knowledge accessibility [25][23]. - The product includes features like hover translation and word translation, which can also read aloud, enhancing user interaction [29][26]. Group 3: Technology and Integration - Immersive Translate integrates multiple translation engines, including DeepSeek, ChatGPT, and DeepL, along with specialized AI terminology databases for various fields [29][34]. - The company aims to democratize information access by allowing users to surf the internet in their native language, thus broadening their perspectives [34][36].

两天前， Founder Park 发布了 「AI 产品市集」计划的第一期内容 ，向大家推荐了 10 款 创新、有趣、好用的 AI 产品。 在发布后不到 24 小时的时间内， 「 AI 产品市集」飞书群迅速突破了1000人 ，目前还在持续增长。 在飞书群中，我们每天会向大家推荐一款好用的 AI 产品，分享最新、最值得关注的 AI 新品资讯。同时，群内的小伙伴也会相互分享各自 常用的小众 AI 产品，你能够在群内收获最真实的产品使用体验及反馈。 飞书扫码快速入群： 五一送福利！ 五一期间，我们也为大家准备了一些进群福利，预祝大家劳动节快乐 ，快来进群！！！ 从今天起到假期最后一天， 6 天时间 ，我们将送出： 51 个 flomo 会员 41 个沉浸式翻译会员 31 个 Cubox 会员 21 个 Podwise 会员 11 个 Fellou 邀请码 1 个 Manus 邀请码 如何加入 「 AI 产品市集」计划？ 今年，在 DeepSeek 的崛起之外，我们看到了 Manus 的爆火，看到了 Agent 的希望，看到了 Deep Research，这些都是前所未有的明确信号——随着模型越 来越成熟，AI 产品 ...