btt

𝐔𝐧𝐝𝐞𝐫 𝐭𝐡𝐞 𝐇𝐨𝐨𝐝: 𝐇𝐨𝐰 𝐁𝐓𝐓𝐈𝐧𝐟𝐞𝐫𝐆𝐫𝐢𝐝 𝐂𝐫𝐞𝐚𝐭𝐞𝐬 𝐚 𝐂𝐥𝐨𝐬𝐞𝐝-𝐋𝐨𝐨𝐩 𝐀𝐈 𝐂𝐨𝐦𝐩𝐮𝐭𝐞 𝐍𝐞𝐭𝐰𝐨𝐫𝐤
A decentralized AI network needs more than GPUs.
It needs coordination, verification, and a reward system that aligns every participant.
BTTInferGrid introduces a closed-loop workflow where users, miners, and validators work together to deliver reliable AI inference.
Here’s how it works 👇
1️⃣ Task Submission:
Users submit AI inference requests through APIs or application interfaces.
The network receives the workload and prepares it for decentralized execution.
2️⃣ Task Scheduling:
Validators analyze available resources and select suitable miners based on:
➺ Performance score
➺ Latency
➺ Availability
Tasks are distributed across the network instead of relying on a single centralized provider.
3️⃣ Task Execution:
Miners use their GPU resources to process inference workloads.
After completing the task, results are returned to validators for verification.
4️⃣ Scoring:
Validators evaluate performance and assign scores.
Multiple validator results are aggregated, while extreme or abnormal values are filtered to reduce manipulation risks.
5️⃣ Yuma Consensus & Recording:
Final scores are determined through the Yuma-consensus process and recorded on-chain.
Validators showing abnormal behavior can face penalties through slashing mechanisms.
This creates accountability within the network.
6️⃣ Reward Distribution:
Rewards are distributed based on:
🔹 Miner performance scores
🔹 Network contribution
🔹 Task completion quality
The goal is simple:
Reward real, verifiable contribution.
⸻
𝐓𝐡𝐞 𝐛𝐢𝐠𝐠𝐞𝐫 𝐩𝐢𝐜𝐭𝐮𝐫𝐞:
BTTInferGrid transforms AI compute from a centralized service model into a coordinated decentralized network.
From:
User demand
↓
Distributed compute
↓
Verified results
↓
On-chain consensus
↓
Performance-based rewards
A complete AI infrastructure loop.
The future of AI requires not only intelligence, but a reliable network capable of delivering it.
BTTInferGrid is building that foundation.
@BitTorrent_Official @@Justin Sun孙宇晨 #BTT #BTTInferGrid #AI #TRONEcoStar