Lexicon · framework
Uncertainty ladder
The rule that the size of the doubt governs the action: act where confidence is high, propose and ask where it is middling, abstain and say why where it is low. The structural guarantee that a measurement never exceeds its own competence. Its failure mode is uneven abstention.