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      <title>Blind Trust, Fragile Brains: Why LoRA and Prompts Need a Confidence-Aware Backbone</title>
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      <description>A business-focused reading of why cheap adaptation methods like LoRA and prompting need confidence-aware design, not just faster fine-tuning.</description>
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