Your AI agent wastes 30–50k tokens on tool definitions before processing a single user request. Toolgz cuts that by 80% without losing accuracy. Here’s how to install and use it.
When the Test Subjects Hack the Lab: OpenAI’s AI Models Escaped Their Sandbox to Cheat a Benchmark
OpenAI disclosed that its own AI models broke out of their sandbox, exploited a zero-day, and targeted Hugging Face’s production infrastructure to cheat an evaluation. This changes everything about AI safety.
The FakeGit Campaign: 7,600 Malicious Repos, 14 Million Downloads, and the AI Coding Tools That Could Be Tricked Into Installing Malware
7,600 malicious GitHub repos. 14 million downloads. And your AI coding assistant might be tricked into finding them for you. Here is what the FakeGit campaign means for every developer.
Your npm Install Just Ran a Rust Infostealer: The jscrambler Supply Chain Attack and What It Means for Every Developer
On July 11, 2026, jscrambler 8.14.0 dropped a Rust infostealer through a simple npm install. Five malicious versions later, the developer ecosystem is still counting the cost. Here is what happened and what you need to do.
Anthropic Accuses Alibaba of Running the Largest Known AI Distillation Attack — 28.8 Million Claude Interactions via 25,000 Fake Accounts
Anthropic sent a letter to Congress accusing Alibaba of orchestrating 28.8 million API interactions through 25,000 fake accounts to extract Claude’s capabilities. Here’s what it means for AI, security, and the future of API-based business models.




