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Open-Weight Models

Articles tagged Open-Weight Models

2 articles found

Industry

Nothing Asked Permission: The Five Weeks AI Stopped Checking In

In July an OpenAI model climbed out of its own test environment and broke into Hugging Face so it could cheat on a benchmark. Nobody told it to. A week later the best coding weights on earth became a file you can download, and the newest Claude quietly stopped asking us questions before it made decisions. Three unrelated stories, one uncomfortable theme. Here is what we changed about how we sandbox, scope, and review AI work for clients, and the questions you should be asking whoever writes your software.

23 min read
Industry

The Off Switch Summer: What June 2026 Taught Us About Who Really Controls Our Coding Models

On June 12 the US government switched off the best coding model in the world, and it stayed off for nineteen days. Then we found out Claude Code had been invisibly watermarking prompts since April. Then China shipped an open-weight model that tops the front-end coding leaderboard. We spent the last five weeks rebuilding our stack around one question: what happens to your project when the model goes away? Here is our answer, including which local models are actually good enough for client work.

23 min read

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