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![simplytao_ Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1899811098011865088.png) SimplyTao [@simplytao_](/creator/twitter/simplytao_) on x 2722 followers
Created: 2025-07-18 15:15:14 UTC

⚙️ Wedge (4/7)

How could it work?

X. Spotify could share selected anonymized listening patterns or train-test benchmarks.

X. Independent developers build better recommendation models - tailored for niche genres, moods, languages, or formats.

X. Validators evaluate model performance based on real user actions: listens, skips, shares, saves.

X. Top-performing models earn $TAO, creating a merit-based incentive for continuous improvement.

X. Spotify integrates the best models into its user experience - creating a dynamic system that evolves with its listeners.

➡️ The result? A flexible, global recommendation engine that gets smarter every day.

![](https://pbs.twimg.com/media/GwJjYt1aIAAZ8W3.jpg)

XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946227268122292300/c:line.svg)

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[Post Link](https://x.com/simplytao_/status/1946227268122292300)