Third-party AI output usage policy gate

Judges: one draft external message flagged as AI-assisted. Questions: noul:contains_unverified_factual_claim - ...; noul:confidential_info - .... Action: Block send pending review.

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.4.24

Key facts

Vertical
Cross-industry
Function
Agents & dev
Status
Idea
Volume
routine
Value
major
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 “Third-party AI output usage policy gate”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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