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@Bitsage-Network

Bitsage Network

Bitsage Network enables verifiable decentralized compute, from rendering and AI inference to zero-knowledge proof generation, with cryptographic guarantees.
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║                 The Economic Heart of Decentralized Compute                   ║
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║       Verifiable GPU Compute • ZK Proofs • TEE Attestation • Starknet         ║
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BitSage Network

Verifiable Compute Network for Confidential Data Pipelines

Website Discord Twitter License

Built on Starknet | Powered by TEEs (TDX/SEV/H100) | GPU-Accelerated STWO Proofs


🌟 What is BitSage?

BitSage is a Verifiable Compute Network that provides hardware-grade privacy and cryptographic proof for data pipelines, AI/ML workloads, and confidential virtual machines.

We enable enterprises and data scientists to run sensitive computations with zero trust - every operation is cryptographically verified and attested by Trusted Execution Environments (TEEs).

🎯 Our Moat: Verifiable Data Gravity

Unlike generic GPU networks, BitSage specializes in:

  • Verifiable ETL - Prove data transformations are correct
  • Confidential SQL - Run analytics on encrypted data lakes
  • TEE-Backed Training - Train ML models in hardware-isolated environments
  • Signed AI Art - Cryptographically prove AI-generated content origin

🏗️ Architecture

graph TB
    A[Frontend - Mission Control] --> B[Smart Contracts - Starknet]
    B --> C[Coordinator Node]
    C --> D[Worker Node 1 - H100 + TDX]
    C --> E[Worker Node 2 - RTX 4090 + CPU TEE]
    C --> F[Worker Node N - Cloud GPU]
    
    D --> G[DataFusion SQL Engine]
    D --> H[TEE Attestation]
    E --> I[Secure Model Executor]
    F --> J[Multi-Cloud Orchestration]
    
    style A fill:#667eea
    style B fill:#764ba2
    style D fill:#f093fb
    style E fill:#4facfe
    style F fill:#00f2fe
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📦 Core Repositories

🦀 rust-node — Obelysk Protocol

GPU Worker Node with verifiable compute capabilities.

Tech: Rust, CUDA, DataFusion, libp2p, Arrow Features: GPU-accelerated proving, TEE attestation, Starknet multicall, Fee distribution

stwo-gpu — STWO Prover

GPU-optimized Circle STARK prover (fork of StarkWare's Stwo).

Tech: Rust, CUDA, Circle STARKs Features: GPU FRI folding, Memory pooling, Poseidon252 Merkle, On-chain verification

On-chain job orchestration and proof verification.

Tech: Cairo, Starknet Features: StwoVerifier, PaymentRouter, ProofGatedPayment, OracleWrapper

Mission Control UI for managing verifiable pipelines.

Tech: Next.js 15, React 19, Tailwind CSS Features: Pipeline Builder, Job monitoring, Verified Asset Cards, Wallet integration


🚀 Key Features

Feature Description Status
GPU STWO Prover Circle STARK proofs on H100 GPUs ✅ Live
On-Chain Verification StwoVerifier contract on Starknet ✅ Live
Fee Distribution 80% worker / 20% protocol split ✅ Live
TEE Attestation Intel TDX, AMD SEV-SNP, NVIDIA H100 ✅ Live
DataFusion SQL Zero-copy, columnar SQL execution ✅ Live
Starknet Multicall 4-call pipeline with 12 events/TX ✅ Live
SAGE Token Native token for payments & staking ✅ Deployed
FHE Compute Encrypted AI inference 🚧 Roadmap

🎓 Use Cases

🏢 Enterprise Data Pipelines

Run sensitive ETL jobs with cryptographic proof of correctness. Perfect for:

  • Financial data processing
  • Healthcare analytics
  • Supply chain verification

🧠 Verifiable AI Training

Train ML models on confidential data with hardware-grade privacy:

  • Medical AI models
  • Financial fraud detection
  • Private recommendation systems

🎨 Signed Digital Art

Create provably authentic AI-generated content:

  • NFT art with origin proofs
  • Deepfake detection
  • Content authenticity verification

🛠️ Tech Stack

Layer Technologies
Blockchain Starknet, Cairo
Compute Rust, DataFusion, Apache Arrow
Security Intel TDX, AMD SEV-SNP, NVIDIA H100 TEE
Networking libp2p, P2P Gossip
Frontend Next.js 15, React 19, TypeScript
Cloud AWS, Azure, GCP, IBM
Proofs EZKL, Giza, TLSNotary

📈 Network Statistics

Metric Value
Repos 5 active
Proofs Verified 8/10 on Sepolia
Events per TX 12
GPU Proving 21ms - 1,107ms
Status Sepolia Live

🤝 Get Involved

🌐 Community

💻 Developers

🎯 Quickstart

# Clone the repos
git clone https://github.com/Bitsage-Network/rust-node.git
git clone https://github.com/Bitsage-Network/BitSage-Cairo-Smart-Contracts.git
git clone https://github.com/Bitsage-Network/BitSage-WebApp.git

# Run locally (see individual READMEs for details)

🗺️ Roadmap

Phase 1: Foundation (Q4 2024)

  • Core Rust node architecture
  • Cairo smart contracts
  • Frontend UI/UX
  • TEE integration (TDX/SEV)
  • DataFusion SQL engine

Phase 2: GPU Proving (Q1 2025)

  • Deploy to Starknet Sepolia
  • GPU-accelerated STWO prover
  • On-chain proof verification (StwoVerifier)
  • Fee distribution (80% worker / 20% protocol)
  • 8/10 proofs verified on Sepolia

🚧 Phase 3: Mainnet Prep (Q1-Q2 2025)

  • Mainnet contract deployment
  • 100+ GPU worker nodes
  • Enterprise partnerships
  • Public mainnet launch

🔮 Phase 4: Scale (Q3 2025)

  • FHE compute (encrypted AI inference)
  • Multi-cloud GPU fleet
  • Governance (DAO)
  • 1000+ worker nodes

📄 Documentation


📫 Contact


🌟 Star our repos to support the project!

Rust Node Smart Contracts WebApp


Built with ❤️ by the BitSage Team

Verifiable Compute • Confidential Data • Hardware-Grade Privacy

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  1. BitSage-Cairo-Smart-Contracts BitSage-Cairo-Smart-Contracts Public

    Cairo smart contracts for BitSage Network decentralized compute platform

    Cairo 1

  2. rust-node rust-node Public

    Rust-based node implementation for BitSage Network

    Rust 1

  3. BitSage-Website BitSage-Website Public

    Full-featured Next.js web application for BitSage Network compute marketplace

    TypeScript 1

  4. Sage-Discord Sage-Discord Public

    Discord bot integration for Sage AI assistants

    1

Repositories

Showing 10 of 12 repositories

Most used topics

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