本文通过对Google Gemini API的连续测试，详细记录了Gemini 2.5 Flash和Gemini 3 Pro (Low)两个模型的配额消耗情况。测试显示，两个模型在第17次对话后同时达到配额限制，且重置时间完全相同。作者据此猜测，Gemini 3 Pro的High和Low版本可能没有实际区别，所有请求可能都定向到同一个Low级别的服务上。文章还分析了配额消耗的规律，指出官方宣传的’宽松限速’实际上存在时间窗口内的使用限制，频繁出错时重试机制也令人困惑。这一分析为开发者和研究人员理解Google Gemini模型的配额限制和使用策略提供了有价值的参考，也为评估AI模型服务提供商的透明度提供了案例。
原文链接：Linux.do
The FreeBSD Foundation has announced the launch of a laptop support and usability project, investing $750,000 to improve the out-of-the-box experience of the FreeBSD operating system on laptops. The project will begin in Q4 2024 and last 1-2 years, focusing on enhancing WiFi, audio, suspend and resume, graphics, Bluetooth functionality, and providing relevant documentation and guides. The project is jointly funded by the FreeBSD Foundation and Quantum Leap Research, with hardware vendors including AMD, Dell, and Framework participating in decision-making. The FreeBSD Foundation stated that this project aims to improve endpoint security, enhance the contributor experience, and lower the barrier to user adoption. The project will manage progress through a GitHub repository and provide regular updates to the community. This investment reflects the development strategy of open-source operating systems in the desktop and laptop market and serves as an important reference for tech readers interested in the operating system ecosystem.
Original Link:Hacker News
This article shares a detailed review of the author's 2025 GitHub activity, including visualizations of commit history, most-used programming languages, and activity patterns. The author developed a custom tool to help users generate personal GitHub annual reports, with a link provided. This data visualization not only helps developers reflect on their coding habits but also improves productivity. For readers interested in developer tools and data visualization, this serves as a practical resource. By showcasing personal output, the article also encourages developers to actively document and share their technical growth journey.
Original Link:V2EX Share & Discover
This article presents an 'honest' version of Hacker News front page headlines, revealing the real stories behind the tech industry. Content covers the AI field including OpenAI's new model releases, Anthropic catching up with enterprise features, and AI dataset bias issues; the chip industry including competitors' breakthroughs after failed sanctions; software development including dependency management problems and reinventing state machines; as well as tech giants like Amazon delaying standard features and conflicts between Intel's marketing and engineers. These straightforward headlines expose common marketing rhetoric, technical challenges, and industry truths in the tech sector, providing unique industry insights for readers focused on cutting-edge technology.
Original Link:Hacker News
This 'Big Banana Prompt' browser extension is a prompt management tool designed specifically for AI users, with the GitHub project at gidea/banana-prompt-quicker. It integrates multiple prompt types such as Awesome Prompts, Nano Banana, Banana Pro, Gemini, AI Studio, and Prompt Quickly, and is developing advanced Sidebar features. The extension already supports websites like Gemini's official site, Google AI Studio, Gemini Enterprise, kokorolab, as well as input boxes on any website. Users can simply right-click to quickly insert prompts. This greatly simplifies the AI prompt usage process, improves work efficiency, and is especially suitable for users who frequently interact with AI. The project is continuously updated, and future features will be even more abundant.
Original link:Linux.do
Users have reported that when accessing the Claude model gemini-claude-sonnet-4-5 through the Antigravity provider with Google One Student Plan, they encounter 429 errors after just a few uses, with prompts indicating credential cooling. This suggests that the AI service has usage limitations, and the actual experience doesn't meet expectations. The issue involves Google, Antigravity, and the Claude model, providing valuable insights into AI service technical details and credential management, revealing potential bottlenecks users may face in practical applications.
Original Link:Linux.do
Beijing Zhipu Huazhang Technology Co., Ltd. (Zhipu AI) has passed its IPO hearing and is expected to list next month, becoming the world's first publicly traded company focused on large language models. The company's annual revenue exceeds 300 million RMB and has received investments from well-known companies such as Meituan and Xiaomi. Analysts point out that this move not only provides global investors with a pure opportunity to share in the dividends of China's AI foundational layer technology, potentially reshaping the valuation logic of Chinese tech stocks in the capital market, but also signals that China's large model industry will transition from early-stage enthusiastic investment to a new development phase centered on technical strength, revenue capabilities, and sustainable business models. This IPO event is regarded as an important milestone for China's AI industry, reflecting the maturity of large model technology in commercial applications. It will inspire more tech companies to invest in technological innovation, accelerate the implementation of AI technology across various industries, and bring new investment opportunities to the capital market, promoting the entire ecosystem toward healthier development.
Original Link:Linux.do
最新评论
I don't think the title of your article matches the content lol. Just kidding, mainly because I had some doubts after reading the article.
这个AI状态研究很深入，数据量也很大，很有参考价值。
我偶尔阅读 这个旅游网站。激励人心查看路线。
文章内容很有深度，AI模型的发展趋势值得关注。
内容丰富，对未来趋势分析得挺到位的。
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光纤技术真厉害，文章解析得挺透彻的。
文章内容很实用，想了解更多相关技巧。