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Shanghai Artificial Intelligence Laboratory
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MemNovo rebalances peptide and spectral contributions during decoding, leading to up to 39.1% improvement in peptide precision without additional computational costs.
Current AI agents struggle to reliably rediscover scientific knowledge, with top performers averaging only 21.5 out of a possible score, revealing critical gaps in their research capabilities.