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DrugTargetWorld aims to train and benchmark AI scientists on drug target discovery

Its creators say the synthetic environment lets AI scientists be evaluated against causal truth on end-to-end target discovery.

Gary MarcusGM
1 Source, 1h ago, first seen 1h ago

TLDR

A team at Stanford and beyond introduced DrugTargetWorld as synthetic biomedical worlds for training and benchmarking AI scientists on drug target discovery. Their goal is to bring the kind of verifiable reward they credit with progress in chess, Go, StarCraft, computer science and mathematics to drug discovery.

Combined views

308

1 Source, first seen 1h ago

15 reposts

Combined views

308

1 Source, first seen 1h ago

15 reposts

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1 Source

Gary Marcus@GaryMarcusRT @sammargolis_: 🧬 Training and evaluating AI scientists on drug target discovery is hard. We introduce DrugTargetWorld: Synthetic Biomed…1h
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    1 Source

    Gary Marcus@GaryMarcusRT @sammargolis_: 🧬 Training and evaluating AI scientists on drug target discovery is hard. We introduce DrugTargetWorld: Synthetic Biomed…1h
    Today's Rank

    #7

    Today's Rank

    #7