神译局是36氪旗下编译团队，关注科技、商业、职场、生活等领域，重点介绍国外的新技 术、新观点、新风向。 编者按：工具过载的2026，只会提问已远不够。从"氛围编程"到全能代理，这份S级清单划出了生产力 真正的分水岭。文章来自编译。 以下是它们的各自优势所在： 在接下来的章节中，我将详细介绍它们在这些任务中脱颖而出的原因。 A 级：大多数人都应该使用的工具 学习利器：NotebookLM NotebookLM 是一款用 Gemini 技术驱动的 AI 研究工具，其核心优势在于能够基于你提供的文档进行工 作。你可以上传 PDF、Google 文档或会议记录，它会自动生成摘要、提供带有引用来源的解答，甚至 能将其转化成播客内容。 如果你打算学习一款新的 AI 工具，请务必从以下清单中选择。 在过去的三年里，我针对不同的任务测试了数十款 AI 工具。 它们当中有些表现惊艳，有些差强人意，还有一些已经退出了历史舞台。 以下是我发现的最出色的 AI 工具。我已按类别对其进行了整理，并划分为不同的等级。此外，我还为 大多数工具提供了学习指南。 S 级：全民必备的 AI 工具（至少选择其一） 毫无疑问，ChatGPT、Gem ...

Group 1 - The core viewpoint of the discussion revolves around the significant impact of AI and investment strategies, particularly in relation to Apple and Moutai [2][3] - The speaker, Duan Yongping, emphasizes the importance of understanding AI and expresses a desire to learn more about its applications in investment [3][4] - Duan shares a personal investment experience with Apple, highlighting a return of 1881.8% over approximately 12 years, equating to an annualized return of about 24%, resulting in a profit of over $34 million [4] Group 2 - Duan discusses the concept of luck in investment success, suggesting that while luck plays a role, consistent effort and making the right decisions are crucial for achieving success [5][6] - The discussion includes a comparison of Moutai's new direct sales model to Apple's retail strategy, indicating that Moutai's approach could be beneficial for both consumers and the company [10][11] - Duan expresses a positive outlook on Moutai's new technology initiatives, particularly the establishment of a digital technology company aimed at enhancing anti-counterfeiting measures and digital business [12][13]

Core Viewpoint - Samsung showcased a 130-inch Micro RGB TV at CES 2026, highlighting its advanced technology and potential applications, although it is not intended for market release [1][3]. Group 1: Product Features - The Micro RGB TV features Samsung's Micro RGB Color Booster Pro and Micro RGB HDR Pro technologies, which enhance dim colors and optimize contrast for vibrant visuals and high fidelity [3]. - It incorporates anti-glare technology to reduce reflections, improving viewing experience [3]. - The TV can utilize Samsung's Vision AI Companion along with tools like Microsoft Copilot and Perplexity, indicating a focus on integrating AI capabilities [3]. Group 2: Market Positioning - Samsung emphasized that the Micro RGB TV represents a conceptual application of their technology rather than a product slated for release, suggesting a focus on innovation rather than immediate commercialization [3].

凭借低廉的数据成本和庞大的年轻人口红利，印度已超越其他国家，成为全球大型语言模型（LLM） 普及率最高的市场。美银周三发布的分析报告指出，印度不仅是当前最活跃的AI消费市场，更已成为 全球科技巨头测试下一代人工智能技术的关键前沿。 根据美银的最新分析，目前印度在ChatGPT、Gemini和Perplexity等流行AI应用程序的用户数量上均处 于全球领先地位，这一优势体现在月活跃用户（MAUs）和日活跃用户（DAUs）两个维度。印度本土 电信巨头如Bharti Airtel和Reliance Industries旗下的Jio正在加速这一趋势，通过向用户提供免费的高级AI 应用订阅服务，进一步巩固了市场渗透率。 美银在报告中指出，Bharti Airtel和Jio将是这一趋势中的潜在市场赢家，这类合作不仅能提高用户粘 性，还能使其在AI规模化扩张的中期受益。然而，美银同时警告称，随着全球AI公司大举进入，印度 本土初创企业可能会面临更为严峻的挤压，生存空间或被进一步压缩。 报告强调，印度极为庞大且多样化的用户基础，使其成为所谓的"代理AI"（Agentic AI）——即能够独 立推理、规划和执行任务的AI应用 ...

Group 1 - Microsoft has found a clever way to promote Copilot by adding "generated by Copilot" at the end of update logs for applications like OneDrive in the Apple App Store [1][2] - Starting from May 13, 2025, Microsoft will include the phrase "these notes were generated by Copilot" in every update log [2] - Most update logs for Microsoft iPhone applications in the App Store do not currently reflect this practice, indicating a potential inconsistency in implementation [2] Group 2 - The Mac version of the OneDrive application has detailed update logs but does not mention that they are generated by Copilot, suggesting a lack of uniformity across platforms [2] - The Play Store for Android does not display version history, leaving uncertainty about whether this practice applies only to iOS applications or if it has been overlooked in OneDrive's update logs [2] - The iOS platform lacks powerful and rich AI features, highlighting the need for Copilot to gain as much attention as possible to compete effectively against rivals like ChatGPT, Gemini, and Perplexity [2]

Core Insights - The report highlights the transformation of Generative AI (GenAI) from a niche technology to a new digital infrastructure, indicating its widespread adoption across various demographics and use cases [2][5][22]. Group 1: User Engagement and Demographics - Global monthly visits to GenAI platforms have surpassed 7 billion, marking a 76% year-over-year increase [5]. - Mobile app downloads have reached 1.9 billion, more than tripling in one year [5]. - The demographic of GenAI users is expanding, with a notable 15% decrease in the proportion of users aged 18-34, indicating an influx of older users [5][22]. Group 2: Changing Internet Dynamics - ChatGPT has entered the top five global websites, complementing traditional search engines like Google, with 95% of users utilizing both platforms [6][31]. - The nature of online behavior is shifting from passive information consumption to active engagement with AI for problem-solving and content creation [10][36]. - The average prompt length for ChatGPT is around 60 words, compared to Google's average query length of 3-4 words, reflecting deeper user interactions [44]. Group 3: Market Competition and Landscape - ChatGPT dominates the GenAI market with nearly 80% of global traffic, while competitors like Gemini and Claude are carving out niche segments [14][18]. - The GenAI ecosystem is evolving towards a dual-track differentiation, with mainstream tools like ChatGPT and specialized products targeting specific user needs [18][21]. Group 4: AI Integration and Future Trends - AI is becoming an embedded layer in digital experiences, with applications like ChatGPT integrating functionalities such as online payments and music playlist generation [30][26]. - The introduction of Google's AI Mode is blurring the lines between traditional search and conversational AI, potentially reshaping user interaction with information retrieval [43][61]. - The future of internet access may see users bypassing traditional search methods in favor of AI-driven interactions, indicating a significant shift in how digital content is consumed [62].

Seismic shift. The term originally described the drastic effects of a major earthquake and stems from “seismos,” the Greek word for shaking. Figuratively, however, the phrase seismic shift can refer to any sudden and dramatic change, and tech industry analysts believe there’s going to be a whole lot of shaking going on with the growth of agentic AI. Agentic AI refers to advanced artificial systems that operate autonomously, setting goals, planning, and executing complex tasks with minimal human interve ...

(一) 为什么独立的 Vibe Coding 必死，但 Personal Software 会火？ Personalized software (个性化软件) 这个方向最近很火。 蚂蚁的灵光上线后，听说一天内的数据就达到了团队定的年度目标。 Replika 的创始人 Kuyda 最近也再次创业，做了一个叫 Wabi 的产品，定位是 Youtube for Apps，一个 mini app 的集合平台。(类似方向的产品国内还有马卡龙、 Youware 等等) 姚顺雨（前 OpenAI 研究员）曾反反复复表达过一个观点，我印象很深： 「创业公司最大的机会，在于设计不同的交互方式。」 于是这期就索性围绕「交互」这个主题展开，分享一下我们最近观察到的一些机会。 目录 我最近听了她的两期播客，很有意思，摘录一些 insights： 1. 软件的未来将是「应用的 YouTube 化」。 在 Kuyda 看来，软件行业正在经历内容行业当年的变迁。 就像视频从专业制作走向人人可拍，软件开发也将从全球「2000 万开发者」的特权，泛化为「80 亿创作者」的日常媒介。 在这个语境下，未来的软件，更多会像快消品，它不再需要追求 S ...

🚀 Grok just pulled off the biggest traffic win in GenAI history:- #1 MoM growth worldwide: +14.74% (Nov 2025) – beating every major player including DeepSeek- Record 234.4M monthly visits – the highest ever for https://t.co/KaH5w8Ke4N- Only top-tier model growing while ChatGPT (-5.21%), Claude, Gemini & Perplexity all lost traffic- Fastest-rising frontier AI destination on the planet, full stop.The shift is happening in real time. ...

Grok 4.20 is coming in ~3 weeks and then Grok 5 in a few monthsDogeDesigner (@cb_doge):BREAKING: @Grok recorded the highest monthly traffic growth for November, beating ChatGPT, Gemini, Claude, Perplexity and Copilot, as per the latest @Similarweb data.Grok +14.74% 🥇Gemini +14.36%Copilot -1.95%Deepseek -2.70%ChatGPT -5.21%Claude -8.47%Perplexity -13.64% https://t.co/OeyIlWLeNA ...