Benchmark Validity When Agents Write the Hypotheses
Why t-tests fail when an agent proposes hundreds of rules, and how frozen permutation nulls and cluster bootstrap lower bounds keep benchmark validity.

Why t-tests fail when an agent proposes hundreds of rules, and how frozen permutation nulls and cluster bootstrap lower bounds keep benchmark validity.