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Source channel @githubtrending · Post #15314 · Dec 6
#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM
Search: #grub
@aigcrubbish · Post #295 · 04/03/2026, 03:52 PM
[$] Ubuntu's GRUBby plans GNU GRUB 2 是 x86_64 Linux 系统上最广泛使用的引导加载程序，支持从多种文件系统读取、处理 UEFI 或传统 BIOS 启动，并允许用户自定义启动画面。然而，这些功能也带来了代价：GRUB 多年来存在一系列安全漏洞。 为缓解部分问题，Ubuntu 核心开发者 Julian Andres Klode 提议在 Ubuntu 26.10 中移除 GRUB 的若干功能，以提升其安全性。但该提议并未获得一致认可，许多被建议移除的功能拥有坚定的支持者。 原文链接：https://lwn.net/Articles/1065420/ #Linux#Ubuntu#GRUB#安全#引导加载程序 #AIGC Read more
@githubtrending · Post #15104 · 08/30/2025, 12:00 PM
#shell#alpine#alpine_linux#boot#distro#grub#installer#iso#linux#linux_distribution#liveos#netboot#netinst#netinstall#operating_systems#os#reinstall#shell_script#vps#windows You can use a powerful script to easily reinstall Linux or Windows on your server with just one command. It supports 19 popular Linux versions and all Windows versions from Vista to Windows 11, automatically downloading official ISO files and drivers. It works for switching between Linux and Windows, handles different network setups without manual IP input, and supports BIOS, EFI, and ARM servers. The script is lightweight, safe, and fetches all resources live from official sources. This saves you time and effort in system installation or reinstallation, especially on low-memory or cloud servers. You can also customize passwords, SSH keys, and ports during installation. https://github.com/bin456789/reinstall