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The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

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As our platform evolves, we're looking for a senior Database Administrator with deep Azure SQL expertise to help us manage performance, scalability, and cost in a more structural and proactive way.