Sanity checks using input perturbations can reveal when agentic data science conclusions lack support from stable signal, as shown on synthetic data and 11 real datasets where 6 affirmative claims were unsupported.
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Sanity Checks for Agentic Data Science
Sanity checks using input perturbations can reveal when agentic data science conclusions lack support from stable signal, as shown on synthetic data and 11 real datasets where 6 affirmative claims were unsupported.