Sensitivity counterexample generator

Family 132: A superquadratic separation of sensitivity and block sensitivity. First review, 8 October 2026.

Problem and potential new use

Robustness and Boolean-function researchers can demonstrate that single-bit sensitivity can underestimate disjoint block changes.

Applicability and commercial boundary

The separation does not quantify real model robustness or provide a general adversarial-example attack.

Initial business decision

Research infrastructure. Buyer demand and profitability remain hypotheses. This first pass does not establish a validated commercial market.

Next verification action

Read the construction and implement small instances where both quantities can be calculated exactly.

Evidence scope

Catalog statement reviewed; inspect linked opportunity dossier for any deeper source review. This record alone does not establish full manuscript or proof verification.

Source revision fd4aeeb2ee4fc729c18d98444fed42fd0529eeeb. See source metadata for the exact manuscripts and available scope notes.