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Insilico Medicine AI Limited, Insilico Medicine Canada Inc, Insilico Medicine Hong Kong Ltd
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Top-K prompting transforms retrosynthesis by capturing diverse reaction predictions, outperforming traditional models in accuracy and uniqueness.
LLMs can handle complex 3D spatial constraints in molecular design, though they still trail behind diffusion models in performance.
LLMs may excel at strategic thinking, but they lag behind specialized models in practical synthesis planning, highlighting a critical gap in current AI capabilities.
Forget scaling up: a smaller, purpose-trained Liquid Foundation Model (LFM), guided by the MMAI Gym, beats larger general-purpose models at drug discovery tasks.
