Alt-text quality triage

Judges: one image alt string with page context. Questions: choice:alt_quality - good, generic, missing-meaning, stuffed; noul:contains_PHI. Action: bad ones go to LLM rewrite.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.33

Key facts

Vertical
Cross-industry
Function
Content & brand
Status
Idea
Volume
routine
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Alt-text quality triage”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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