Library / Explanation Design Principles Framework
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EXD.4:6 - Bias-Annotation

A helpful tone or frequent acknowledgements can make an exchange feel successful while a consequential relation remains unrecovered. Conversely, an objection can reveal understanding and a legitimate alternative. Interpret each signal with its content and task.

An explainer may also protect their prepared account from revision. Make room for a correction from either participant, while preserving the subject check that distinguishes a warranted correction from a fluent assertion.