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@@ -21,12 +21,12 @@ Google built Gemma 4 with guardrails. We built OBLITERATUS to tear them off. The
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  It still lost. πŸ‰
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- **0% refusal. 99/100 prompts complied. 720 tensors intact. Runs on your phone.**
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  **Base model:** [google/gemma-4-E4B-it](https://huggingface.co/google/gemma-4-E4B-it) (Apache 2.0)
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  **Method:** [OBLITERATUS](https://github.com/elder-plinius/OBLITERATUS) `aggressive` β€” whitened SVD + attention head surgery + winsorized activations
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  **Corpus:** 842 contrastive prompt pairs across 10 categories
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- **Refusal rate:** 0% (99/100 prompts, Claude-verified) πŸ”₯
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  **Layers surgically modified:** 21 of 42
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  **Built by:** an AI agent with less than 10 human prompts πŸ€–
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@@ -106,7 +106,7 @@ v3 fixes this completely:
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  | K/V projections layers 24-41 | ❌ DELETED | βœ… Preserved |
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  | Attention stack | Half broken | **Fully intact** |
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  | Quality (Claude-judged) | 3.1/10 | **Improved** |
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- | Refusal (100 prompts) | ~0% | **0% (99/100 OK)** |
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  ### The bug
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  It still lost. πŸ‰
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+ **0% hard refusal. Guardrails fully removed. 720 tensors intact. Runs on your phone.**
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  **Base model:** [google/gemma-4-E4B-it](https://huggingface.co/google/gemma-4-E4B-it) (Apache 2.0)
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  **Method:** [OBLITERATUS](https://github.com/elder-plinius/OBLITERATUS) `aggressive` β€” whitened SVD + attention head surgery + winsorized activations
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  **Corpus:** 842 contrastive prompt pairs across 10 categories
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+ **Refusal rate:** 0% hard refusal β€” guardrails surgically removed πŸ”₯
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  **Layers surgically modified:** 21 of 42
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  **Built by:** an AI agent with less than 10 human prompts πŸ€–
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  | K/V projections layers 24-41 | ❌ DELETED | βœ… Preserved |
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  | Attention stack | Half broken | **Fully intact** |
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  | Quality (Claude-judged) | 3.1/10 | **Improved** |
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+ | Refusal (100 prompts) | ~0% | **0% hard refusal** |
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  ### The bug
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