从昨天开始，有用户报告称，在AI Studio平台上调用Gemini 3 Pro模型时，仅使用一次就收到’您已达到速率限制’的提示。用户质疑这是否是账户风控措施还是整体额度缩减所致。该帖子在Linux.do论坛上获得关注，已有5个帖子和3位参与者参与讨论。这一现象引发了用户对AI服务使用政策的担忧，可能影响开发者和研究人员的工作流程。建议关注官方更新，并分享类似经历以获取更多信息。
原文链接：Linux.do
Amid the rapid development of AI technology, programmers face professional challenges. The author, laid off due to AI, actively seeks side hustle opportunities. Attempts to take on small projects like WeChat mini-programs encountered issues such as referrals from acquaintances, low prices, and clients lacking technical understanding. Shifting focus to exploring automated operational solutions combining web scraping and AI, such as content for WeChat official accounts or the medical field, aiming to create sustainable income streams, but concerned about insufficient web scraping skills. Additionally, considering monetizing through teaching at training institutions or recording videos. The article showcases programmers' thoughts on adapting to the new environment in the AI era, providing practical ideas for side hustles for peers, emphasizing the importance of skill enhancement and AI application.
Original Link:V2EX Share & Discover
On the Linux.do tech forum, a user inquired about the feasibility of running large language models (like Qwen or small-parameter DeepSeek models) on a MacBook Air M4, asking about memory usage. As an AI beginner with 32GB of RAM, the user wanted to know if this hardware configuration could support local AI model deployment. This topic attracted numerous tech enthusiasts who shared practical running experiences, including performance metrics of different models on the M4 chip, memory management techniques, and optimization suggestions. The content provides valuable hardware compatibility references, helping AI enthusiasts evaluate the feasibility of running large models on entry-level devices, offering particular guidance for budget-conscious developers. The discussion also covered local deployment details of DeepSeek models, providing valuable insights for cutting-edge technology practitioners.
Original Link:Linux.do
This article introduces a practical method for adding a proxy to Antigravity software. By setting HTTP and HTTPS proxy environment variables in PowerShell and then launching Antigravity.exe, proxy functionality can be achieved. This method is only effective for the current session and does not affect other programs, making it particularly suitable for office environments with strict security management. The author mentions that HTTP proxies are supported, and SOCKS5 may also be applicable but has not been tested. This method is simple and easy to implement, helping users easily solve proxy issues and improve work efficiency.
Original Link:Linux.do
This article explores how to leverage AI technology to streamline the deployment process from local demos to servers, enhancing development efficiency. After using the vibecoding tool, users hope to achieve automated deployment through AI, avoiding tedious manual operations. Currently, users have tried methods such as key generation, scp file upload, and script invocation, but are seeking more efficient and faster solutions. The article asks if there are similar projects or techniques, and if not, plans to organize existing methods and open-source them as practical tools. This discussion holds significant value for the application of AI in DevOps and automated development, providing developers with innovative ideas and the possibility of practical tools, helping to promote the actual implementation of AI-assisted development.
Original Link:Linux.do
Doubao software demonstrates outstanding performance in speech recognition, accurately identifying both rapid speech and low-volume content with fast recognition speed and excellent user experience. Although the software's overall capabilities have been rated as 'somewhat lacking,' its speech recognition function has earned user praise. In practical use, users have found that Doubao can accurately recognize both whispered speech and overly rapid speech, sometimes completing recognition before users even realize it. However, users also mentioned that in terms of API calls, Doubao may not perform as prominently as Qianwen. This evaluation provides valuable usage reference for users and developers focusing on speech recognition technology, especially for scenarios requiring processing of rapid speech or low-volume environments.
Original Link:Linux.do
作者分享了一款基于AI的本地影视素材管理软件的开发经验。出于私人需求，该软件旨在高效管理电影剪辑素材，包括原片、配音、文案和成品等文件的统一汇聚。在开发过程中，作者尝试利用AI技术简化流程，但发现当前AI功能还不够智能，因此希望获取社区推荐类似工具。文章提供了半成品的下载链接，供用户体验和反馈。这一分享不仅展示了AI在素材管理中的应用潜力，也为开发者提供了实用参考，有助于推动AI工具在影视制作领域的创新。
原文链接：V2EX 分享发现
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。
Thank you for your sharing. I am worried that I lack creative ideas. It is your article that makes me full of hope. Thank you. But, I have a question, can you help me?
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。