Scaling AI-guided experiments beats scaling biological data, researcher argues at ICML

anshulkundaje · x · 2026-10-08

While scaling biological data generation is exciting, Yusuf Roohani argues the bigger gains come from scaling AI-guided experimentation: scaling data < scaling AI-guided experiments.

He poses a key question: how do we make experimental velocity the metric that determines which AI-for-biology models have the greatest impact? He's attending ICML in Korea and inviting discussions.

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