HCD.15:6 - Bias-Annotation
Recency pressure can make every new tool, source, or incident look like a reason to retrain. Ask which exact holder claim and receiving decision the change can affect, then preserve the rest. Conversely, familiarity with a credential or annual schedule can make repeated activity look safer than a claim-sized reassessment.
Community and provider visibility create another bias: participation is easy to count, while independent transfer and critical errors are harder to observe. Keep activity useful as an arrangement contribution without upgrading it to capability evidence.