# $RAY Social Sentiment & Intelligence — 2026-08-22 05:40 UTC

> **Asset:** $RAY  
> **Momentum Status:** Fading Quickly  
> **Timestamp:** 2026-08-22 05:40 UTC (2026-08-22T05:40:00Z)  
> **Canonical URL:** https://cryptitalk.com/2026-08-22-05-40/crypto/RAY  
> **Overview Brief:** https://cryptitalk.com/2026-08-22-05-40/crypto.md  

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## 10-Minute Social Metrics
- **Posts Analyzed:** 1
- **Total Impressions:** 1.4K
- **Likes:** 18
- **Retweets:** 1
- **Comments:** 14

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## Momentum & Sentiment Analysis
Total Engagement - Comments: 14, Retweets: 1, Likes: 18, Impressions: 1421


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## Cited Community Posts & Evidence


### Post #1 by @NinNinnin0306
> **Author:** [@NinNinnin0306](https://x.com/NinNinnin0306)  
> **Metrics:** 6 likes · 0 retweets · 6 comments · 98 views  


> **Source Link:** [https://x.com/NinNinnin0306/status/2091015439270985963](https://x.com/NinNinnin0306/status/2091015439270985963)  


> **Visual Context:** An infographic by Axis Robotics titled 'QUALITY > QUANTITY,' showing that 161 verified human data corrections led to a 48.3% success rate in robot training, compared to 36.7% with all 660 collected corrections.  

> 
> "Một điểm khá đáng chú ý trong update mới của dự án Axis

Không phải cứ có nhiều data từ con người là model sẽ tốt hơn

660 corrections được thu thập nhưng chỉ 161 (~24.4%) được chọn để training

Và kết quả rất đáng chú ý:
data chưa verify giảm 40% - 36.7%"




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## Contributing Accounts

- `@thatismyquant` (https://x.com/thatismyquant)