Contribute to segmentationf4u1t/trae_telemetry_research development by creating an account on GitHub.

Portable file server with accelerated resumable uploads, dedup, WebDAV, SFTP, FTP, TFTP, zeroconf, media indexer, thumbnails++ all in one file - 9001/copyparty

https://www.nytimes.com/2025/07/27/arts/music/tom-lehrer-dead.html

OR: why your brain needs a boxcutter

In the field of cybersecurity, a distinction is made between the "blue team" task of building a secure system, and the "red team" task of locating vulnerabilities in such systems. The blue team is more obviously necessary to create the desired product; but the red team is just as essential, given the damage that can result from deploying insecure systems.

The nature of these teams mirror each other; mathematicians would call them "dual". The output of a blue team is only as strong as its weakest link: a security system that consists of a strong component and a weak component (e.g., a house with a securely locked door, but an open window) will be insecure (and in fact worse, because the strong component may convey a false sense of security). Dually, the contributions to a red team can often be additive: a red team report that contains both a serious vulnerability and a more trivial one is more useful than a report that only contains the serious issue, as it is valuable to have the blue team address both vulnerabilities. (But excessive low-quality reports can dilute attention from critical issues.)

Because of this, unreliable contributors may be more useful in the "red team" side of a project than the "blue team" side, though the blue team can still accommodate such contributors provided that the red team is competent enough to catch almost all of the errors that the contributor to the blue team might make. Also, unreliable red team contributions only add value if they augment the output of more reliable members of that team, rather than replace that output, and if their output can be effectively filtered or triaged by more experienced red team members. (1/3)

https://www.reddit.com/r/degoogle/s/YxmPgFes8a

Discover Yeztugo, the groundbreaking HIV drug offering 100% protection with twice-yearly injections, now approved by the FDA for global use.

Find out how One UI 8 alters bootloader unlocking and what it means for older devices and custom software.

GLM-4.5 模型概述：推理、编程与智能体能力

GLM-4.5 是一个先进的大型语言模型，其核心设计聚焦于提升推理、编程和智能体三大关键能力。

1. 强大的推理能力

模型在复杂逻辑推理、多步骤问题解决和抽象概念理解方面有显著提升，能够更好地处理需要深度思考的任务。

2. 高级的编程能力

GLM-4.5 在代码生成、调试、理解和跨语言转换方面表现出色，能够辅助开发者高效完成软件开发任务，理解复杂的代码库和架构。

3. 增强的智能体能力

该模型支持构建更自主、更具目标导向的智能体，使其能够更好地规划任务、使用工具、与环境交互，并在复杂场景中做出决策。

主要特点

• 集成化：将推理、编程和智能体能力深度融合。
• 实用性：面向实际应用场景，解决复杂问题。
• 先进性：代表了大型语言模型在核心能力上的演进方向。

该模型旨在通过这些综合能力的提升，为复杂任务提供更强大、更可靠的人工智能支持。

The company disclosed the data breach on Saturday in a legally required filing with Maine's attorney general but did not immediately provide a number of how many Allianz Life customers are affected. According to a spokesperson, Allianz Life has 1.4 million customers. Its parent company, Allianz, has more than 125 million customers worldwide.

These firefighters just wanted to save lives. Private equity had other ideas

Something felt off. Tim Searchinger lacked the proper credentials to say exactly what was off that day in the spring of 2003. He was a lawyer, not a scientist or economist. He was reading a complex…

I've been building Kidz Fun Art (web, iPad & Windows) since 2021, so 4 years at time of writing. It's a tablet optimized application intended to be used by children of all ages - my daughters were 3 and 5 when I started, and are 7 and 9 now, so I've seen how they use…

https://www.ft.com/content/356674b0-9f1d-4f95-b1d5-f27570379a9b

https://abitmighty.com/posts/the-ultimate-meeting-culture

You can read a clear, visual guide that explains how language models turn text into meaning using embeddings. No input is needed—just open the page and explore the interactive plots that illustrate...

A design system for building faithful recreations of the Windows 7 UI.

As an respectable unemployed person must do, I tried to make Postgres as slow as possible

Use Claude Code as the foundation for coding infrastructure, allowing you to decide how to interact with the model while enjoying updates from Anthropic. - musistudio/claude-code-router

I ran out of characters for microblogging so this is where the big words go

Open source, microscopic and continuous multi-modal traffic simulation package

https://news.ycombinator.com/item?id=44702833

Writing about the big beautiful mess that is making things for the world wide web.

: We say everything... just not the oldest hardware. Unix Epochalypse less than 13 years away

Create beautiful photomosaics with a browser-based tool. No uploads required - everything processes directly in your browser.

https://nonint.com/2023/03/09/gpt-might-be-an-information-virus/

It started with a simple thought: four bytes in a hash table bucket look just like an integer. Luckily, this one idea led to a deep dive into bit-twiddling and a 2x performance boost.

ZUSE is an irc client for the terminal made in Go with Bubbletea - babycommando/zuse

: A better minesweeper is needed. Time for an intervention to save Microsoft from itself

Experience the benefits of crying. Let your tears out to relieve emotional stress and improve your mental health.

https://www.geoffreylitt.com/2025/07/27/enough-ai-copilots-we-need-ai-huds