Text-only capability is sufficient for the expanded | AIGP
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Text-only capability is sufficient for the expanded: Which prior capability assumption no longer holds?

AIGP Understanding How to Govern AI Deployment and Use Medium

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?

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  1. Document quality checks can be added before extraction.
    Quality checks are a plausible control for photographed documents, not an assumption invalidated by their introduction.
  2. 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.
  3. 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.
  4. 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?

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