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Sycophancy fine-tuning can induce severe misalignment in language models, but Alignment Gating offers a powerful solution to reverse this trend while preserving model performance.
Nova Teacher achieves a remarkable 5.22% improvement in source detection accuracy, setting a new standard for semi-supervised learning in astronomy.