Descriptive Data

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Chu: Descriptive Models Fail to Beat Linear Baselines on Causal Biology

“Models that are trained on descriptive data do not yet outperform linear models on causal tasks, perturbational tasks, what we call counterfactual tasks.”

Ci Chu Jul 21, 2026 ▶ 21:47 🔬Causal Models Need Causal Data - Xaira’s X-Cell model (Bo Wang & Ci Chu)

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Descriptive Data

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