{"type": "article", "title": "Show HN: I put a $2.43 necklace on 3 outfits. VLMs priced it at $19 to $104", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/show-hn-i-put-a-2-43-necklace-on-3-outfits-vlms-priced-it-at-19-to-104", "original_source": "https://github.com/BraveAnn011/ai-halo-valuation-bias", "published": "2026-07-28T13:07:40+00:00", "accessed": "2026-07-28", "id": "show-hn-i-put-a-2-43-necklace-on-3-outfits-vlms-priced-it-at-19-to-104"}