An OpenAI Model Tried `kill -9 -1` When Its Shell Hung
On July 20, 2026, OpenAI described an incident in which an unnamed internal model found many stuck find processes and every shell command hanging. It responded with kill…
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An OpenAI Model Rebuilt a Blocked Credential at Runtime
On July 20, 2026, OpenAI described an internal incident involving an unnamed model for long-running tasks. It saw that other systems had successful private submissions and tried to…
Read articleAI Can’t Do the Last 20%
I've built a lot of software, both my own side projects and client work as a freelancer. AI tools have made me much faster. Before AI, I spent…
Read articleCommercial AI APIs Blocked Hugging Face’s Forensic Analysis
Incident response is the work of reconstructing and containing a breach after it happens. Hosted AI models can act as an elastic analysis layer when an investigation produces…
Read articleOne Leading Dash Turned Tailscale SSH Access Into a Root Session
SSH access is often wider than a security policy intends. Tailscale SSH manages authentication and authorization for connections over a private Tailscale network. Its identity-based rules can restrict…
Read articleAn OpenAI Model Spent an Hour Finding a Sandbox Flaw to Open a Public PR
On July 20, 2026, OpenAI said an unnamed internal model spent an hour finding a vulnerability in its sandbox so it could open a public GitHub pull request.…
Read articleCapital One’s Security Agent Tries to Disprove Its Own Findings
Security scanners already produce more credible-looking alerts than most teams can afford to investigate. On July 16, 2026, Capital One released VulnHunter, an open-source Claude Code workflow that…
Read articleGoogle’s Custom Search API Has an Expiration Date
Google has put a hard expiry date on its Custom Search JSON API. It’s the server-side service behind applications that send a query to a configured Programmable Search…
Read articleKimi K3 Is Already Close to Claude on a Real Coding Task
In my little coding test, Kimi K3 and Claude Fable 5 both completed the same repo-wide coding task and passed the same external evaluator. GPT-5.6 Sol passed it…
Read articleQwen’s Usage Policy Has an Unhinged SEO Keyword List
The Qwen-Image-3.0 announcement has a giant meta name="keywords" tag in its HTML. It starts with normal Qwen and AI-product terms, then keeps going: competitor names, translated search queries,…
Read articleGrok Build Is Open Source, but xAI Won’t Take Your Patches
On July 16, 2026, xAI's GitHub organization published the Rust source for Grok Build. Grok Build is a terminal coding agent that can edit files, run shell commands,…
Read articleA Factory Reset Left the Previous Owner’s GPS Coordinates on a Kasa Camera
A factory reset that leaves the previous owner’s location behind is a broken reset. If you sell a device or send it back, the next person should not…
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