An etching-bath intern wants to add a fourth unnamed product stream to every paired row “because multimodal means everything.” What scope should the corpus keep?
Select an answer to reveal the explanation.
Short Explanation
Multimodal here means the named arms—text, image, audio—not inventing a fourth product stack. Video shows up only where official VIA / ACE wording already allows it.
Full Explanation
Associate multimodal scope keeps official modalities—text, image, and audio—with video only where VIA / ACE wording already allows it. That scope answer is correct when an etching-bath intern wants a fourth unnamed product stream on every paired row. “Multimodal means everything” is not an invitation to invent sensors outside the exam’s named materials. Civic programs stay auditable when they stick to authorized modalities instead of expanding into unsupportable streams.
Allowing any inventable sensor stream fails scope control. Dropping to text only fails by discarding in-scope image and audio arms that the job may need. Requiring scent and vibration for every NCA-GENM row invents mandatory arms the certification materials do not establish.
Exam caveat: multimodal breadth is defined by official modality lists, not maximal curiosity. Operational check: map civic corpus arms to text/image/audio (and VIA/ACE video only when allowed); reject unnamed fourth streams from associate training claims. Keep municipal reviewers in the loop whenever modality claims, fusion labels, or agent scripts are promoted from lab notes into the production corpus used by public-facing services. Record the decision, owner, and date beside the dataset manifest.