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Kernel Loop

System Architecture and Agent Integration

The platform operates as a middleware layer between physical GPU clusters and decentralized applications.

Node layer

Decentralized nodes monitor the telemetry of enterprise grade GPUs (e.g., NVIDIA H100s and A100s). These nodes verify hardware uptime and computational integrity.

Conway interface

Autonomous agents connect to the platform via specialized smart contracts. Agents are programmed to “check in” and report their GPU cycle consumption in real time.

Blockchain integration

To ensure low latency and high throughput for usage reporting, the protocol uses a hybrid Layer 1 (L1) and Layer 2 (L2) approach. L2s handle the high frequency telemetry of GPU cycles; L1s manage the finality of ownership transfers and large scale payouts.

GPU clustersH100 / A100Node layerTelemetryIntegrity verificationConway interfaceAgentsSmart contractsBlockchainL2 — high frequency telemetryL1 — finality, ownership, payoutsMiddleware between physical hardware and dApps
Data flow: physical GPUs → nodes (telemetry) → Conway agents & contracts → L2/L1.

Economic framework →