Blog
2026
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Closing the loop: a simple rule beats an agent-written weight edit
An LLM agent spent 20 hours writing a weight edit that stops Qwen3.5-0.8B from looping. A fixed rule, run on the model's own answers for 84 GPU-minutes, writes a better one.