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Anthropic researchers propose GRAFT, a method that localizes bad behavior in AI models by routing gradients to removable parameters. Testing on Qwen3-8B, the technique drops reward hacking rates to nearly zero while keeping correct solutions 20 percentage points higher than the base model, offering a safer alternative to penalizing detected hacks.
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