EXD.4:8 - Common Anti-Patterns and How to Avoid Them

Failure visible in the exchange	Repair
Rephrasing the same derivation after the recipient changes the intended statistic	Confirm the changed weighting rule and supply its corresponding result.
Treating “yes” as proof of a needed inference	Use the concrete response already available, or ask one relevant inference when the distinction matters.
Correcting a recipient who understands the account but rejects its policy	Recover the decision or preference disagreement and return it to the appropriate work.
Responding to an unsupported AI explanation by making it more fluent	Return to source-qualified facts or mechanisms and qualify the missing basis.
Continuing until the recipient agrees	Close the supported explanatory result and distinguish agreement from that result.