BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BTTInferGrid is a decentralized compute network for AI inference, built as a DePIN network. It connects idle GPU supply with AI inference demand worldwide, providing open-access, verifiable, pay-as-you-go inference services.

AI Inference Is Reshaping Infrastructure Demand

As AI infrastructure demand expands from training into large-scale inference, the core constraints of infrastructure are changing. Compute supply, invocation cost, and service availability are becoming critical product variables for developers and enterprises deploying AI applications.

• Leading AI companies and cloud providers continue to invest heavily in data centers, but fast-growing inference demand and pronounced usage peaks still create cost and elasticity pressure for centralized supply.
• Open-source large models such as Llama, Qwen, and DeepSeek have lowered the barrier to model adoption, yet developers still need stable, low-cost, and easy-to-access inference compute at the deployment stage.
• Some idle GPU capacity remains distributed across personal devices, workstations, small data rooms, AI / rendering workstations, and existing GPU compute facilities. These resources have not yet been efficiently connected to the AI inference market, leaving room for better utilization.

BTFS has demonstrated capabilities in resource onboarding, node incentivization, on-chain settlement, and community networking in the decentralized storage domain, validating the feasibility of the DePIN model in resource-type infrastructure.

The core objective of this upgrade is to extend the existing decentralized resource organization capabilities from storage scenarios to AI inference computing scenarios.

What Is BTTInferGrid?

BTTInferGrid is a decentralized compute network for AI inference, built as a DePIN network.

Its goal is to connect idle GPU supply with AI inference demand, provide developers with cost-efficient, scalable, and trustworthy inference services, and create a sustainable revenue channel for GPU resource providers.

Three Core Features:

• Open Supply Network: GPU nodes that meet performance and stability requirements can join the network, lowering the participation threshold for resource providers.
• Verifiable Service Quality and Node Behavior: Task scheduling, challenge verification, consensus scoring, and on-chain coordination improve inference service credibility while reducing cheating and abnormal-output risks.
• Demand-Driven Economic Model: Real inference calls and node performance serve as the basis for incentives, helping supply scale in line with market demand.

Network Participants:

• Miners: They connect local GPU devices to accept and execute AI inference tasks. Rewards are allocated based on verified workload, task quality, and dynamic performance scores.
• Validators: They continuously audit miner performance and conduct random challenges. Scores from multiple independent validators are aggregated through consensus to identify abnormal behavior and maintain service quality.
• AI Developers: They submit inference requests through a unified API or use mainstream open-source models through the B.AI platform. The system aims to reduce model access costs, improve invocation experience, and support flexible deployment choices for different business scenarios.

Technical Architecture

BTTInferGrid adopts a layered architecture design, decoupling and coordinating the application, compute, and settlement layers:

• Compute layer: model inference, real-time responses, and high-concurrency request processing, supporting mainstream open-source models
• Settlement layer: staking, settlement, reward distribution, and penalty mechanisms through smart contracts
• Open ecosystem: BTT can serve as a foundational option for unified incentives and settlement within the ecosystem, with the potential to cover usage, contribution, and allocation flows across compute resources.

Product Roadmap: Phased Network Growth

Short Term · 2026 · Network Cold Start

Complete core node onboarding and inference service validation while gradually expanding the number of online GPU nodes. Add support for mainstream open-source models such as DeepSeek and Qwen, and launch API services for developers and enterprise customers.

Mid Term · 2027 · Ecosystem Closed Loop

Improve inference service stability and security, supporting more model formats and inference frameworks. After the inference network becomes stable, explore adjacent compute scenarios such as federated learning, model fine-tuning, and cross-chain resource access to expand the network’s application scope and ecosystem compatibility.

Long Term · 2028+ · AI-Native Infrastructure

Build infrastructure capabilities for AI agents and automated applications, enabling compute, storage, and smart contracts to coordinate within one unified network. The long-term goal is to become a decentralized inference layer that open-source AI applications can choose, providing elastic support for large-scale AI use cases.

FAQ

Why the name BTTInferGrid?

BTT refers to BitTorrent Token, the general-purpose token within the ecosystem; Infer refers to inference; Grid refers to a grid-based compute network. The name emphasizes the product’s positioning as an AI inference compute network.

What kind of GPU do miners need?

Nodes need to meet minimum VRAM, compute benchmark, and stability requirements. Both high-performance consumer GPUs and professional GPUs can participate, with task allocation based on actual performance scores.

How does the network improve inference service credibility?

The network combines task dispatch, hidden challenges, consensus scoring, and on-chain coordination to verify node behavior, task completion, and result consistency, while incentive and penalty mechanisms reduce the economic incentives for malicious behavior.

Resources

BTTInferGrid Official Website: Visit the official site for product updates and network access.

Official Docs: Explore the complete product overview, onboarding guide, and API reference.

BTTInferGrid White Paper: Read the detailed technical architecture, economic model, and decentralized inference network design.

Closing

BTTInferGrid targets AI inference scenarios, solving the problems of compute resource onboarding, scheduling, verification, and settlement.

As a core product of the BitTorrent ecosystem in the AI infrastructure direction, BTTInferGrid adheres to the following principles: open access, decentralized collaboration, verifiable contribution, and community co-building.

BTTInferGrid will build new growth opportunities for the AI era with clear product positioning.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.

BitTorrent, powered by the world’s largest decentralized P2P network, revolutionized file sharing by enabling faster, more efficient downloads. With over 100 million active users and products (BitTorrent & µTorrent) installed on over 1 billion devices, it has become a cornerstone of the internet.

In July 2018, TRON successfully acquired BitTorrent and all BitTorrent products. Now, with blockchain integration, BitTorrent is shaping the future of Web3 and decentralized content distribution, connecting creators directly with their audiences without centralized platforms.