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![simplytao_ Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1899811098011865088.png) SimplyTao [@simplytao_](/creator/twitter/simplytao_) on x 2821 followers
Created: 2025-07-25 15:00:30 UTC

⚙️ Wedge (4/7)

How could it work?

X. Pinterest could release selected anonymized interaction data - such as views, saves, repins, or scroll patterns.

X. Independent developers build models that specialize in either micro-aesthetic recommendations or in verifying whether content is AI-generated - ensuring transparency across visual discovery.

X. Validators evaluate each model’s performance based on downstream engagement: save rates, board adds, repin velocity.

X. Top-performing models earn $TAO, creating a merit-based system that rewards true taste alignment.

X. Pinterest integrates the best models directly into the user experience — dynamically rotating in what works.

➡️ The result? A decentralized discovery engine that adapts to personal taste and evolves with global style shifts.

![](https://pbs.twimg.com/media/GwtjJG9bgAAwmw-.jpg)

XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948760274963759563/c:line.svg)

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

[Post Link](https://x.com/simplytao_/status/1948760274963759563)