A community storywalk team is given only a login and told to “figure GenAI out.” Which cultivation strategy does official practice recommend instead?

Official cultivation recommends a hands-on approach using guided exercises and structured learning paths rather than dumping access alone. A community storywalk team given only a login and told to “figure GenAI out” lacks that guided path and is likely to form uneven, risky habits. Unguided dumping of tool access with no learning path is exactly what to avoid. A one-week AI takeover of every test activity without practice is big-bang disruption, not structured cultivation. Hiring only external prompt contractors and skipping team learning leaves the civic team without lasting capability. Exam caveat: cultivation builds internal skill through guided practice; access alone is not a strategy. Operational check: replace “here is a login” with a structured storywalk learning path of guided exercises before unsupervised GenAI use in testing. Keep civic testware subject to the same review discipline you would apply to human-authored packs. On the written exam, prefer syllabus terminology over vendor marketing language or lab choreography. Treat fluent output as a draft until organizational quality gates and data-handling rules are satisfied. Align the choice with GenAI-for-testing strategy rather than with CT-AI model-as-SUT measurement unless the stem asks for that lane.