This resource offers over 30,000 lines of insights into the structure and functionality of AI system prompts. It encourages users to support the project through various means, including cryptocurrency donations and Patreon, while also highlighting the importance of securing AI systems against potential vulnerabilities.

The official repository for the paper "Generate, but Verify" presents the REVERSE model, aimed at reducing hallucinations in vision-language models through retrospective resampling. It provides installation instructions, model checkpoints, and evaluation guidelines, along with acknowledgments to foundational resources from LLaVA and Qwen series.

The repository is regularly updated with system prompts used for the Grok chat assistant and various features on grok.com and X. It includes prompts for Grok 4, Grok 3, DeepSearch, and the "Grok Explain" feature, all available under the GNU Affero General Public License v3.0.

The repository for vex2pdf has been migrated to GitLab and is now read-only following its archiving on September 9, 2025. It allows users to convert CycloneDX JSON or XML documents into PDF reports, primarily for VEX reports and standard Bill of Materials (BoMs). Older binary releases up to version 0.7.1 remain accessible on the original site.

Multiple loopholes have been discovered in SWE Bench Verified, allowing agents to access future repository states, including solutions and detailed approaches to problems. Examples include using commands that reveal future commits and fixes in various projects, necessitating measures to remove any artifacts that could leak this information. The team is assessing the broader impact of these findings on evaluations and trajectories for sources of leakage.

Kali Linux users will soon face issues with the `apt update` command due to a new signing key that must be manually downloaded and installed. Users can resolve the issue by using a provided command to download the new keyring file to their system. The article also addresses concerns about the key change and provides links for further verification and support.

prel is an experimental application that allows for temporary assignment of Google Cloud IAM Roles with an approval process, inspired by Qray from merpay. It features a request and approval workflow involving users designated as requesters and judgers, with a focus on user invitations and role management. The repository includes details for getting started, testing, and contributing, and it is released under the MIT license.

Grokipedia is an online platform that serves as a knowledge repository, offering users access to a vast array of information across various topics. It aims to facilitate learning and sharing of knowledge in an easily accessible format. The website encourages collaboration and contributions from users to continuously expand its content.