Principlev1
Red-team your own schemas by building the strongest possible
Red-team your own schemas by building the strongest possible evidence-based case against them, which either confirms their resilience or reveals upgrade paths before reality forces the update.
Why This Is a Principle
This derives from Schemas as Knowledge Organization Structures (schemas), Two-Level Metacognitive Architecture (metacognition enabling self-monitoring), and Belief Perseverance Against Contradictory Evidence (belief perseverance). It prescribes deliberate adversarial testing. Actionable and creates antifragile schemas.