Intelligent non-use and correction

Act, abstain, stop, escalate, stay uncertain, or say none fits when that is wiser.

A payment is due today, funds are available, authority is clear, and the action is reversible. A guide still recommends more analysis.

Does another framework step earn its burden?

The core idea

MODELS should not perform itself. Preserve initial suggestions and learner corrections, but allow direct action, abstention, stop, escalation, uncertainty, and “none fits.”

A good compass also tells you when to walk