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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)

**Related Topics**
[tao](/topic/tao)
[$tao](/topic/$tao)
[stocks](/topic/stocks)
[$spot](/topic/$spot)
[stocks communication services](/topic/stocks-communication-services)
[bittensor](/topic/bittensor)
[coins layer 1](/topic/coins-layer-1)
[coins dao](/topic/coins-dao)

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

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

simplytao_ Avatar SimplyTao @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.

XX engagements

Engagements Line Chart

Related Topics tao $tao stocks $spot stocks communication services bittensor coins layer 1 coins dao

Post Link

post/tweet::1946227268122292300
/post/tweet::1946227268122292300