How to Prevent AI From Inventing a Brand, Model, or Condition Detail
By The Garage Sail team··2 min read
Why AI invents
AI models fill in gaps rather than admit uncertainty. If a photo is ambiguous, the model picks the most likely brand from training — even at 51%.
Where it happens most
- Generic-looking tools that look name-brand.
- Fashion without visible tags.
- Electronics without a visible model number.
- Vintage items outside training.
How to catch it
- Check the confidence score.
- Cross-reference the model number via image search.
- For fashion, include a tag photo.
- For electronics, include a model plate photo.
When to override
Trust your eyes over the AI. Correcting the field recomputes pricing automatically.
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