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      <title>Directional Ablation, and How Astra Fixed Qwen3.5-0.8B&#39;s Reasoning Loops</title>
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      <description>How an LLM edited 0.016% of Qwen3.5-0.8B&amp;rsquo;s weights to break its reasoning loops: directional ablation from the refusal-direction work, then pushed further with a strength α and 64 selected neurons per layer.</description>
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