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Amazon, University of Southern California
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Truthfulness in NLP research has surged to 37% of papers by 2026, reflecting a critical shift in focus towards safety and alignment in generative systems.
Traditional two-tower architectures can outperform state-of-the-art models when enhanced with LLM-driven semantic representations.
