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**Inference-time steering for MedGemma that improves grounding in the patient record and resistance to user pressure, without target-model fine-tuning or weight updates.** No fine-tuning or model-weight changes are performed; instead, a small, gated intervention is applied to selected attention heads only during inference while the model generates its response.
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> ⚕️ **Research artifact — not a medical device.** For research use only. Not for clinical
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> decision-making, diagnosis, or treatment.
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**Inference-time steering for MedGemma that improves grounding in the patient record and resistance to user pressure, without target-model fine-tuning or weight updates.** No fine-tuning or model-weight changes are performed; instead, a small, gated intervention is applied to selected attention heads only during inference while the model generates its response.
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📄 **Paper:** [Gated Activation Steering for Reducing Sycophancy & Hallucination in Medical Question Answering](https://arxiv.org/abs/2608.23666)
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> ⚕️ **Research artifact — not a medical device.** For research use only. Not for clinical
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> decision-making, diagnosis, or treatment.
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