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![simplytao_ Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1899811098011865088.png) SimplyTao [@simplytao_](/creator/twitter/simplytao_) on x 2811 followers
Created: 2025-07-25 15:00:21 UTC

🛠 Problem (2/7)

Pinterest helps 570M users explore inspiration across categories: fashion, decor, recipes, tattoos, travel.

But behind the scenes:
– Discovery is centralized and shaped by a single algorithm.
– It over-indexes on virality, not novelty or personal taste.
– There’s growing uncertainty around which images are #AI-generated - and which are real.

At the same time:
– Niche creators can’t break through.
– Users scroll endlessly, but rarely find something truly new.
– Trends are recycled; fresh micro-aesthetics stay hidden.

➡️ A centralized recommender system can’t keep up with the diversity of visual taste across the globe.

![](https://pbs.twimg.com/media/GwtjG9bbgAM5s--.jpg)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948760239509307811/c:line.svg)

**Related Topics**
[categories](/topic/categories)
[pinterest](/topic/pinterest)

[Post Link](https://x.com/simplytao_/status/1948760239509307811)