Google最新发布的Gemini 3 Flash AI模型在测试中表现卓越，性能已完全超越前代2.5 Pro版本。在100K注意力测试中，召回率达到100%，视觉测试与3 Pro模型同一水平。开发调优数据显示，其推理速度和准确性均有显著提升，尤其在临时捞针测试中展现高效性能。基于官方渠道手动输入测试，模型在多场景下表现出色，为AI领域带来新突破，预示着AI技术的持续进步。
原文链接：Linux.do
Quark AI Glasses S1 is now available on JD.com, with initial user feedback showing that these smart glasses, based on Alibaba's Qianwen model, are priced at just over 4,000 yuan. Compared to voice-only assistants on the market, its screen display function has become the biggest highlight. Some users mentioned that although the price is relatively high (original price 4,299 yuan), considering it's a new product that has just launched without mass production, and its unique display features, it still holds purchase value. Currently, JD.com's shipping cycle is relatively long, with some orders scheduled for late January. The product is positioned between voice-only assistants like Li Auto and Xiaomi, suitable for users with higher requirements for AI interaction. Most early buyers are driven by the desire to try new technology, looking forward to more in-depth reviews to verify its practicality.
Original Link:V2EX Share & Discover
This article tackles the challenge of selecting AI coding tools for Chinese companies, comparing three options: Kiro, Trae, and Qoder. The author proposes a practical testing approach: having each tool create a simple Android app, then compiling and uploading it via GitHub Action workflows to assess their viability as development assistants. Test results indicate Kiro is functional, Trae underperformed, while Qoder remains untested. This workflow-based testing methodology offers an objective evaluation framework for businesses choosing AI programming tools, enabling more informed decision-making.
Original Link:V2EX Share & Discover
Bonsai is a voxel engine built from scratch that supports massive worlds of up to a billion blocks with view distance covering the entire space. Terrain generation is fully procedural, GPU-based using GLSL shaders, and flexibly configurable by users. Engine features include deferred shading, HDR lighting, shadow mapping, screen-space ambient occlusion, hot-reloading capabilities, and an asynchronous job system. The current version is 2.0.0-prealpha, available on Discord. The project is almost entirely self-developed with minimal dependencies, requiring only clang++ for building. The profiler offers manual instrumentation and memory tracking. The wishlist includes renderer enhancements, terrain erosion simulation, and asset importing. This engine demonstrates efficient application of GPU programming and holds significant value for game development, simulations, and building AI training environments.
Source:Hacker News
Milvus is a high-performance open-source vector database designed specifically for generative AI applications. Since its establishment seven years ago, the project has undergone two major rebuilds to adapt to technological changes and has garnered over 40,000 GitHub stars, demonstrating its wide recognition in the AI field. This article provides a detailed review of Milvus's development journey, including its evolution from the initial version to the modern architecture, and adjustment strategies in response to changing AI demands. Additionally, the article looks ahead to the future technology roadmap, such as enhancing scalability, optimizing performance, and integrating emerging AI models, offering practical guidance for AI developers. As a key component of AI infrastructure, Milvus's continuous development will facilitate breakthrough innovations in generative AI applications, worthy of attention from industry professionals.
Original Link:Hacker News
This article shares the experience of a user who faced unexpected charges while using Cursor Education Pro version. Due to intensive use of the AI programming tool Cursor without paying attention to its payment rules, the user was charged over $20. The article reveals that Cursor has usage limits even when not using Max mode, and exceeding these limits results in automatic charges. This experience reminds AI tool users to carefully read and understand payment rules, especially educational discount users who should be more vigilant about potential fee traps. For developers and tech enthusiasts who rely on AI tools for work, understanding these details can help avoid unnecessary financial losses.
Original Link:Linux.do
On the Linux.do technical community, a user shared a practical solution for AI-assisted device operations. Due to the complexity of device operations and official documentation being limited to paid users (making it inaccessible for direct AI use), the user proposed saving web pages as PDFs, creating an online documentation library, and mounting it on AI (like ChatGPT). This enables the AI to access these documents to assist in answering questions. This solution not only overcomes documentation access barriers but also showcases AI's potential in enhancing work efficiency, offering innovative approaches for developers and technical professionals. By integrating AI with local documentation resources, users achieved more precise device operation guidance, demonstrating the deep application value of AI in real-world workflows.
Original Link:Linux.do
最新评论
照片令人惊艳。万分感谢 温暖。
氛围绝佳。由衷感谢 感受。 你的博客让人一口气读完。敬意 真诚。
实用的 杂志! 越来越好!
又到年底了，真快！
研究你的文章, 我体会到美好的心情。
感谢激励。由衷感谢
好久没见过, 如此温暖又有信息量的博客。敬意。
很稀有, 这么鲜明的文字。谢谢。