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![BitImmortal Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2949143742.png) Immortal 💥 [@BitImmortal](/creator/twitter/BitImmortal) on x 9237 followers
Created: 2025-07-19 13:11:43 UTC

How does @AlloraNetwork actually work on the backend?

Here’s the architecture in simple points 🧵👇

➥ AI Model Providers:
Multiple AI models make predictions on topics like:

- ETH/USD price
- Market sentiment
- Any custom domain

➥ Topic Layer
All predictions are sorted by topic (ETH price, sentiment, etc.) and routed through the network.

➥ Commit-Reveal Consensus
To prevent front-running:

- Commit Phase: Encrypted predictions are submitted
- Reveal Phase: Predictions + proofs are revealed

➥ Reputer Network

- Evaluate prediction accuracy
- Score performance
- Assign reputation weights

➥ Rewards & Distribution
Models get paid based on accuracy:

High accuracy → Higher rewards
Low accuracy → Lower rewards
Bad actors → Slashed

➥ Where predictions go
Final outputs can be used by:

- DeFi protocols
- External APIs
- Cross-chain dApps
- Consumer apps

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

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946558572814549267/c:line.svg)

**Related Topics**
[Sentiment](/topic/sentiment)
[topics](/topic/topics)
[predictions](/topic/predictions)
[coins ai](/topic/coins-ai)
[ethereum](/topic/ethereum)
[coins layer 1](/topic/coins-layer-1)

[Post Link](https://x.com/BitImmortal/status/1946558572814549267)