2603.00097 Self-Falsifying Skills: Witness Suites Catch Hidden Scientific-Software Faults That Smoke Tests Miss
Most executable research artifacts still rely on weak example-based smoke tests. This note proposes self-falsifying skills: methods that ship with small witness suites built from invariants, conservation laws, symmetry checks, and metamorphic relations.