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City University of Hong Kong, Northwestern University
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Patents overselling their innovation actually face a *penalty* in evaluation, decreasing their chances of being granted, transferred, or successfully appealed.
Current reward models are surprisingly bad at judging story quality, achieving only 66% accuracy in selecting human-preferred narratives – a gap closed by a new, purpose-built reward model.
