Text-only capability is sufficient for the expanded: Which prior capability assumption no longer holds?
Photographed documents invalidate the assumption that text-only capability is sufficient.
The question
A public-benefit agency initially uses a language-only assistant for staff questions about written eligibility guidance. It now wants applicants to submit photographed identity and residency documents for field extraction and missing-item flags. Which prior capability assumption no longer holds?
Preparing for AIGP? Take the free 5-min readiness quiz →
- Document quality checks can be added before extraction.Quality checks are a plausible control for photographed documents, not an assumption invalidated by their introduction.
- Text responses still need staff review for consequential cases.Staff review may remain appropriate; adding images does not remove the need for review of consequential outputs.
- Text-only capability is sufficient for the expanded workflow. ✓Photographed documents require image handling, extraction validation, and controls for document quality and sensitive data; language-only capability is not enough.
- Eligibility guidance remains a relevant knowledge source.Written eligibility guidance remains relevant even after photographed documents are added.
The trap
When inputs change from text to images, reassess capability, data handling, testing, and failure modes. How to remember it
Photographed documents invalidate the assumption that text-only capability is sufficient.
How many of these would you get right?
One of 1581 AIGP questions on Certsqill. Take a free five-minute check and see your score per domain — not one number, but which section to open tonight.
Test your AIGP readiness — freeMore Understanding How to Govern AI Deployment and Use questions
- Use a large model for every claim: Focusing on model-capacity assumptions, which prior assumption should be →
- The workflow needs current retrieval and freshness: Which changed requirement most directly challenges the →
- Fine-tuning supplies current inspection facts: Which prior assumption no longer holds? →
- All 424 Understanding How to Govern AI Deployment and Use questions →
Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use ·
Every answer, right and wrong, comes with its own explanation.