# @heleciawill on Instagram

- **Type:** Video
- **Original URL:** https://www.instagram.com/p/DVMwtzNgBaw
- **Gondola URL:** https://gondola.cc/posts/63509279-heleciawill-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/f3f7af96ee.jpg
- **Posted:** 2026-02-26T00:34:41.000+00:00
- **Account Owner:** Helecia Williams (@iknowlee) — https://gondola.cc/iknowlee

## Caption

Bias in beauty tech….

 Early color film was calibrated for lighter skin tones. In the 1970s–90s, “Shirley Cards” (used by labs to color-balance film) featured white women as the standard reference. Even companies like Kodak optimized film around those standards.

AI learns from existing data and what it’s fed.  Context matters.

Top hanifa 
Shoes thekendallmiles 

Am I wrong? 

#Blacktivist #AIBias #BeautyHistory #TechEthics #BlackHistoryMonth2026

## Stats

- **Views:** 2,930
- **Likes:** 0
- **Shares:** 0
- **Comments:** 25

## Tags

techethics, blackhistorymonth2026, beautyhistory, aibias, blacktivist

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