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![Param_eth Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1366423011851526144.png) Param [@Param_eth](/creator/twitter/Param_eth) on x 79.2K followers
Created: 2025-07-23 17:48:52 UTC

I built an @AlloraNetwork simulator to understand how decentralised AI actually works.

How It Works:

Workers: AI models make predictions

Forecasting: Models predict each other's accuracy (the secret sauce!)

Synthesis: Network combines the best predictions.

Rewards: Everyone gets paid in $ALLO based on their contribution.

Being context aware allows the network to outperform any single AI. 

Assume you have multiple weather experts who predict which one will be the most accurate today.

This helped me finally "get" how Allora beats traditional AI monopolies.

@nick_emmons, I would love your feedback on this learning tool!

![](https://pbs.twimg.com/amplify_video_thumb/1948073931279327232/img/zVzw-qtvEPrz8x_Z.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948077870946865311/c:line.svg)

**Related Topics**
[$allo](/topic/$allo)
[accuracy](/topic/accuracy)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/Param_eth/status/1948077870946865311)