November 5, 2026 · 5 min read
Weight-space programming: an LLM edited Qwen's weights, and what that actually showed
GPT-6 Astra claimed to edit a small Qwen model's raw weights by hand — touching 0.016% of them — and send its math scores soaring. A reproduction on a laptop and a sharp critique landed a day later. Here's what was actually measured, what's marketing, and the one lesson that transfers to anyone building with AI.



