> 代码量即上下文优势：全代码 ≈ 8000 tokens，占 200K 上下文的 4%。这意味着 LLM 每轮对话都能全量理解自身源码，自己就是最好的文档、社区和工程化工具。传统项目的文档 / 社区 / 测试套件是大代码库的 "生存必需品"，不是优势。

Powered by Infineon FX20 and Onsemi HyperLux AR2020, Vajra-2020MRS streams uncompressed 20 MP over USB-C, delivering low-latency 5K-class imaging on native UVC ...

Businesses are being warned about a new cyber campaign targeting Windows environments where getting in is only the beginning – not the end – of the attack. Researchers say this ClickFix-style activity ...

Infostealer threats are rapidly expanding beyond traditional Windows-focused campaigns, increasingly targeting macOS environments, leveraging cross-platform languages such as Python, and abusing ...

Starting Dec. 1, North Carolina will no longer inspect tint on vehicle windows, although the law is still in force. Testing window tint will no longer be a part of North Carolina vehicle inspections ...

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The new Windows 11 Start menu is now rolling out to all users. The menu brings a more flexible layout to the Apps section. Don't like it? You can still turn to a Start menu replacement. The Windows 11 ...

Microsoft is rolling out an update to the Copilot app on Windows 11 across all channels in the Windows Insider Program. This update adds two major changes to the app: This feature lets you connect ...

Windows 11 version 25H2, the latest version of the OS, is starting to roll out to all Windows 11 users today. The update, which Microsoft also refers to as the “Windows 11 2025 Update,” mostly reboots ...

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In this article, I will show you some ways to install the previous version of the device driver if the Roll Back Driver option is greyed out in the Device Manager of Windows 11/10. A device driver ...