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快捷指令 | 让特定 app 小点声：在 iPhone 上实现独立音量控制
一招搞定iPhone独立音量控制，打开特定App自动调音量，实用快捷指令教程。
有些 app 总是太吵，有些又总嫌声音不够大；既然 iOS 还没有提供真正的应用独立音量，不妨用快捷指令让 iPhone 自动记住每个 app 该有多大声。 查看全文
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The hard part of building with AI isn't the code — it's catching the BS
AI开发真正的难点不是代码，而是识别AI生成的无用输出。
A game called Pathogenic launched on July 16. It's a roguelike where you play as a parasite inside the human body. By launch day, I had a full wiki fo…
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Exploring Agentic Workflows for Generating High Quality Math Visual Aids
论文探索利用AI代理工作流自动生成K-12数学教学图形，提升可视化质量与教育效果。
arXiv:2607.09839v1 Announce Type: new Abstract: Mathematical diagrams play a crucial role in K 12 education, both as problem components and as scaffol…
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Hardware Startup Manufacturing in China: A Founder's Guide
硬件创业者必读：中国制造的“小批量试产”是如何帮你打通量产之路的。
Most hardware crowdfunding campaigns don't fail at the fundraising stage. They fail in the four to eight months that follow — specifically in the tran…
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The 5 Systematic Failure Modes of AI Research Reports (and How to Catch Them)
揭示AI研究报告的5种系统性失败模式，帮你揪出单位换算等隐藏错误，提升报告可信度
AI research reports look authoritative. The numbers line up, the charts are clean, and every claim has a source citation. But when you actually open t…
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Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity
提出保证生成质量的同时最大化输出多样性的策略优化方法，破解LLM内容同质化难题。
arXiv:2602.15894v2 Announce Type: replace-cross Abstract: In many large language model (LLM) alignment applications, users expect not only high-qualit…
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Slop Bucket Idea – a dataset of AI slop (train AI what not to do)
专为AI slop构建的公开数据集，帮AI学会避开低质量输出
I just had this idea, you read it all the time AI slop is so prevalent people are getting banned for a year for submitting science papers to arXiv wit…