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Anthropic's Claude designs protein binders against scorpion neurotoxins
Anthropic published research showing Claude can design protein binders targeting scorpion neurotoxins.
Paper introduces COUNT, an n-gram method that scales language models on host memory
COUNT stores precomputed n-gram counts on host RAM instead of training learned embeddings, and reportedly matches a model with 57% more compute for 1B-parameter pretraining. The results come from an arXiv paper shared on Reddit and are not independently verified.