A community film-club booking team cares whether a model drafts usable weekend cases, not whether it wins a general language contest. Which LLM selection criterion does that priority reflect?
Select an answer to reveal the explanation.
Short Explanation
Win the local race that matters, not a distant parade. Selection should weigh model performance on the shop’s targeted test tasks using metrics like those in §2.3.1. A general language contest trophy is secondary.
Full Explanation
An official LLM selection criterion is model performance on the organization’s targeted test tasks, judged with metrics such as those in §2.3.1. A community film-club booking team that cares whether a model drafts usable weekend cases—not whether it wins a general language contest—is applying that criterion. Community documentation length measured in pages alone may support the community-and-support criterion but does not measure task performance. Recurring cost calculated only from marketing list prices addresses cost, not whether weekend cases are usable. Shadow-AI approval status of personal home accounts is an adoption-risk concern, not the performance-on-org-tasks criterion. Exam caveat: general contest wins do not replace org-task evaluation with §2.3.1-style metrics. Operational check: score candidate models on film-club weekend case drafts using relevant effectiveness metrics before preferring a leaderboard champion that fails the house task. 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.