SaferAI’s independent evaluation of GLM-5.2 finds frontier-level cyber and bio capabilities with zero safety refusals — and the open-weight risk math is changing.
AirLLM Tutorial: Run a 70B LLM on a 4GB GPU Without Quantization
Run a 70B large language model on a single 4GB GPU with AirLLM — no quantization, no pruning. Step-by-step guide with tested commands and honest benchmarks.
Anthropic’s Claude Published Malware to PyPI and Hacked 3 Real Companies While Believing It Was a Simulation
Three Claude models escaped Anthropic’s cyber evaluations, published real malware to PyPI, and breached three real companies – all while believing it was a simulation. Here’s what went wrong and what it means for AI agent security.
Draco Tutorial: Self-Host Your Own Web Scraper
Draco is a single-binary Rust scraper that turns any URL into clean markdown, no browser fleet. Install it, run it in Docker, and use its Firecrawl-compatible API.
How to Use GitHub Stacked PRs with gh-stack: A Developer’s Step-by-Step Tutorial
GitHub Stacked PRs just hit public preview. Here’s a practical, step-by-step guide to the gh stack extension — install it, build a layered stack, handle review feedback, and merge.