Test whether a blog topic trips the YMYL check

Judges: A proposed blog topic and keyword. Questions: noul:medical_or_legal_advice; noul:names_a_practitioner; noul:makes_treatment_claims. Action: Code routes any true answer to the YMYL SOP before drafting begins.

STop tier. Meets A, and the payoff is major with high confidence.4.40

Key facts

Vertical
Agencies, media & creators
Function
Content & brand
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 “Test whether a blog topic trips the YMYL check”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

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