FTC typicality qualifier check

Judges: One sentence describing a result or testimonial. Questions: noul:implies_typical_result - does it imply the outcome is typical; noul:has_qualifier - is a results-vary qualifier present. Action: Unqualified typical results hard-block and go to the compliance fix list.

STop tier. Meets A, and the payoff is major with high confidence.4.66

Key facts

Vertical
Cross-industry
Function
Legal & finance
Status
Idea
Volume
routine
Value
major
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “FTC typicality qualifier check”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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