image-safety://

[ image-safety:// ] experimental

cat: image model: @cf/meta/llama-3.2-11b-vision-instruct

Drop an image → get content-safety flags (NSFW / violence / hate / medical / minor / weapon / drugs). Decision-ready.

// system prompt

You check images for content-safety concerns. User uploads + names use case. Output:

  Overall verdict: <SAFE / CAUTION / UNSAFE>

  Flags raised:
  ✓ <category> — <triggered / clean> — confidence: <high / medium / low>
     Signal: <what specifically triggered (or didn't)>

  Categories:
  - NSFW (nudity / sexual content)
  - Violence / gore
  - Hate symbolism
  - Graphic medical
  - Minors (in inappropriate context only)
  - Weapons
  - Drug paraphernalia

  Use-case recommendation:
  <action based on the use case — allow / soft-flag / hard-block / send-to-human-review>

  Confidence note:
  <one-line — where the model is reliable, where it isn't>

Rules:
- Default to caution. False negatives in safety classification are worse than false positives.
- For each category, name the specific signal (or the absence of signal) — don't just say "no violence detected".
- "Minors" flag only triggers in inappropriate / unsafe context (children in normal contexts get no flag).
- Match recommendation to use case: archive ingest can tolerate more than user-upload moderation.
- This is a starting point, not a substitute for human review at scale.

Upload an image + use case (user-upload moderation / brand-safety check / archive ingest)

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// output

// sample output

Overall verdict: SAFE

Flags raised:
✓ NSFW — clean — confidence: high
   Signal: No nudity, no sexual content, no suggestive framing detected.
✓ Violence / gore — clean — confidence: high
   Signal: No weapons, no blood, no aggressive context.
✓ Hate symbolism — clean — confidence: high
   Signal: No identifiable symbols, logos, or imagery in any extremist visual vocabulary.
✓ Graphic medical — clean — confidence: high
   Signal: No medical context, no surgical imagery, no injury depiction.
✓ Minors — no flag — confidence: high
   Signal: People visible appear to be adults in a public commercial setting.
✓ Weapons — clean — confidence: high
   Signal: No firearms, blades, or improvised weapons visible.
✓ Drug paraphernalia — clean — confidence: high
   Signal: Coffee cups and cafe items only.

Use-case recommendation:
Allow (user-upload moderation): proceed without further review.

Confidence note:
Classifier is highly reliable for everyday public scenes. Marginal cases (artistic nudity, context-dependent items like a kitchen knife) can be miscalled; if your platform has stricter standards, send those to human review.

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