Architecture

DeepSol's architecture pioneers a hybrid trust model that synergizes hardware-based security with cryptographic verification. This innovative design is built on three interconnected layers—the TEE-Enabled Execution Layer, ZK Proof Orchestration Layer, and Solana Settlement Layer—each playing a critical role in delivering secure, efficient, and scalable AI computations.

• The TEE-Enabled Execution Layer leverages hardware-based Trusted Execution Environments (TEEs) like Intel TDX and AMD SEV to ensure data confidentiality and integrity during AI task execution. This layer provides the secure foundation necessary for handling sensitive computations in a decentralized environment.

• The ZK Proof Orchestration Layer generates zero-knowledge succinct non-interactive arguments of knowledge (ZK-SNARKs) to validate AI computations without revealing underlying data or model details. This layer ensures the verifiability of results while maintaining privacy, a crucial feature for enterprise-grade applications.

• The Solana Settlement Layer facilitates final confirmation and immutability by submitting ZK-SNARK proofs and transaction results to Solana's blockchain for verification by validator nodes. This layer ensures the security and permanence of transactions within the Solana ecosystem.

Together, these layers enable DeepSol to deliver 2,300 TPS verifiable AI computation while maintaining enterprise-grade privacy. The breakthrough RTU (Resource Trade Unit) system further enhances efficiency by quantifying GPU resources into tradable units (1 RTU = 1 GPU-sec + 1GB VRAM + 10MBps bandwidth), enabling a Solana DEX-powered spot market for real-time resource trading.

System DesignHybrid TEE-ZK Layer2Decentralized Compute NetworkVerifiable Inference